From 7a170f5ead34c84018964cf7bd91a4c95b5d071c Mon Sep 17 00:00:00 2001 From: fabia Date: Mon, 19 Jan 2026 14:48:24 +0100 Subject: [PATCH] Push --- Berechnungen.py | 50 +- Campusnetz.ipynb | 98816 +++++++++++++++++------------- Datenbank.py | 163 +- Export.py | 81 +- Funktionales_Modell.py | 123 +- Import.py | 24 +- Koordinatentransformationen.py | 12 +- Netzqualität_Genauigkeit.py | 142 +- Netzqualität_Zuverlässigkeit.py | 109 +- Parameterschaetzung.py | 1 + Stochastisches_Modell.py | 40 +- 11 files changed, 56477 insertions(+), 43084 deletions(-) diff --git a/Berechnungen.py b/Berechnungen.py index 264e5a0..bab7f8f 100644 --- a/Berechnungen.py +++ b/Berechnungen.py @@ -1,63 +1,67 @@ +from typing import Any + import sympy as sp from decimal import Decimal import math import numpy as np +from numpy import ndarray, dtype + import Datenbank class Berechnungen: - def __init__(self, a, b): + def __init__(self, a: float, b: float) -> None: self.a_wert = a self.b_wert = b self.e_quadrat_wert = self.e_quadrat() self.e_strich_quadrat_wert = self.e_strich_quadrat() - def e_quadrat(self): + def e_quadrat(self) -> float: return (self.a_wert**2 - self.b_wert**2) / self.a_wert **2 - def e_strich_quadrat(self): + def e_strich_quadrat(self) -> float: return (self.a_wert**2 - self.b_wert**2) / self.b_wert **2 - def P(self, x, y): + def P(self, x: float, y: float) -> float: return np.sqrt(x**2 + y**2) - def hilfswinkel(self, x, y, z): + def hilfswinkel(self, x: float, y: float, z: float) -> float: hw = np.atan2(z * self.a_wert, self.P(x, y) * self.b_wert) return hw - def B(self, x, y, z): + def B(self, x: float, y: float, z: float) -> float: hilfswinkel = self.hilfswinkel(x, y, z) B = np.atan2((z + self.e_strich_quadrat_wert * self.b_wert * np.sin(hilfswinkel) ** 3), (self.P(x, y) - self.e_quadrat_wert * self.a_wert * np.cos(hilfswinkel) ** 3)) return B - def L(self, x, y): + def L(self, x: float, y: float) -> float: return np.atan2(y, x) - def H(self, x, y, z): + def H(self, x: float, y: float, z: float) -> float: B = self.B(x, y, z) H = (self.P(x, y) / np.cos(B)) - self.a_wert / (np.sqrt(1 - self.e_quadrat_wert * np.sin(B) ** 2)) return H - def E(self, L, dX, dY): + def E(self, L: float, dX: float, dY: float) -> float: E = -np.sin(L) * dX + np.cos(L) * dY return E - def N(self, B, L, dX, dY, dZ): + def N(self, B: float, L: float, dX: float, dY: float, dZ: float) -> float: N = -np.sin(B) * np.cos(L) * dX - np.sin(B) * np.sin(L) * dY + np.cos(B) * dZ return N - def U(self, B, L, dX, dY, dZ): + def U(self, B: float, L: float, dX: float, dY: float, dZ: float) -> float: U = np.cos(B) * np.cos(L) * dX + np.cos(B) * np.sin(L) *dY + np.sin(B) * dZ return U - def horizontalstrecke_ENU(self, E, N): + def horizontalstrecke_ENU(self, E: float, N: float) -> float: s = np.sqrt(E**2 + N**2) return s - def Zenitwinkel(self, horizontalstrecke_ENU, U): + def Zenitwinkel(self, horizontalstrecke_ENU: float, U: float) -> float: zw = np.atan2(horizontalstrecke_ENU, U) return zw - def Azimut(self, E, N): + def Azimut(self, E: float, N: float) -> float: Azimut = np.atan2(E, N) if Azimut < 0: Azimut += 2 * np.pi @@ -65,7 +69,7 @@ class Berechnungen: Azimut -= 2 * np.pi return Azimut - def Richtung(self, Azimut, Orientierung): + def Richtung(self, Azimut: float, Orientierung: float) -> float: Richtung = Azimut - Orientierung if Richtung < 0: Richtung += 2 * np.pi @@ -73,13 +77,13 @@ class Berechnungen: Richtung -= 2 * np.pi return Richtung - def geometrische_breite_laenge(self, dict_koordinaten): + def geometrische_breite_laenge(self, dict_koordinaten: dict) -> dict: for punktnummer, matrix in dict_koordinaten.items(): dict_koordinaten[punktnummer] = [matrix, self.B(matrix[0], matrix[1], matrix[2]), self.L(matrix[0], matrix[1])] return dict_koordinaten - def berechnung_richtung_azimut_zenitwinkel(self, pfad_datenbank, dict_koordinaten): + def berechnung_richtung_azimut_zenitwinkel(self, pfad_datenbank: str, dict_koordinaten: dict) -> tuple[list[Any], dict[Any, Any]]: dict_koordinaten_erweitert = {} dict_orientierungen = {} liste_azimut_richtungen = [] @@ -145,29 +149,29 @@ class Berechnungen: class Einheitenumrechnung: - def __init__(self): + def __init__(self) -> None: pass - def mas_to_rad(mas): + def mas_to_rad(mas: float) -> float: umrechnungsfaktor = 1 / 1000 * 1 / 3600 * sp.pi / 180 grad = mas * umrechnungsfaktor return grad - def mm_to_m(mm): + def mm_to_m(mm: float) -> float: m = mm / 1000 return m - def ppb(ppb): + def ppb(ppb: float) -> float: ppb *= 10 ** (-9) return ppb - def gon_to_rad_Decimal(gon): + def gon_to_rad_Decimal(gon: float) -> float: gon = Decimal(gon) pi = Decimal(str(math.pi)) rad = (gon / Decimal(200)) * pi return rad - def mgon_to_rad_Decimal(gon): + def mgon_to_rad_Decimal(gon: float) -> float: gon = Decimal(gon) pi = Decimal(str(math.pi)) rad = (gon / Decimal(200000)) * pi diff --git a/Campusnetz.ipynb b/Campusnetz.ipynb index a322def..0e2b64f 100644 --- a/Campusnetz.ipynb +++ b/Campusnetz.ipynb @@ -1,13 +1,14 @@ { "cells": [ { + "cell_type": "code", + "id": "2bc687b1b4adb7bd", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:00.649668Z", - "start_time": "2026-01-14T12:31:58.572198Z" + "end_time": "2026-01-19T12:57:20.188332Z", + "start_time": "2026-01-19T12:57:11.920340Z" } }, - "cell_type": "code", "source": [ "# Hier werden alle verwendeten Pythonmodule importiert\n", "import Datenbank\n", @@ -25,37 +26,42 @@ "import Netzqualität_Genauigkeit\n", "import Datumsfestlegung\n", "import pandas as pd\n", - "from IPython.display import display, HTML" + "from IPython.display import display, HTML\n", + "from IPython.display import display, clear_output\n", + "import itables\n", + "import ipywidgets as widgets\n", + "from itables.widget import ITable\n", + "from datetime import datetime" ], - "id": "2bc687b1b4adb7bd", "outputs": [], "execution_count": 1 }, { + "cell_type": "code", + "id": "4f7efd7ba6ec18f9", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:00.665036Z", - "start_time": "2026-01-14T12:32:00.662182Z" + "end_time": "2026-01-19T12:57:20.207657Z", + "start_time": "2026-01-19T12:57:20.202971Z" } }, - "cell_type": "code", "source": [ "# Hier werden allgemeine Einstellungen für die Ausgleichung vorgenommen\n", "\n", "datumfestlegung = \"weiche Lagerung\"" ], - "id": "4f7efd7ba6ec18f9", "outputs": [], "execution_count": 2 }, { + "cell_type": "code", + "id": "57fcd841405b7866", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:00.726890Z", - "start_time": "2026-01-14T12:32:00.674770Z" + "end_time": "2026-01-19T12:57:20.396525Z", + "start_time": "2026-01-19T12:57:20.312325Z" } }, - "cell_type": "code", "source": [ "importlib.reload(Datenbank)\n", "importlib.reload(Import)\n", @@ -67,24 +73,23 @@ "imp = Import.Import(pfad_datenbank)\n", "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)" ], - "id": "57fcd841405b7866", "outputs": [], "execution_count": 3 }, { + "cell_type": "code", + "id": "6ecde908841d1212", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:01.811068Z", - "start_time": "2026-01-14T12:32:01.791015Z" + "end_time": "2026-01-19T12:57:20.483732Z", + "start_time": "2026-01-19T12:57:20.460715Z" } }, - "cell_type": "code", "source": [ "# Import der Koordinatendatei(en) vom Tachymeter\n", - "pfad_datei = r\"Daten\\campsnetz_koordinaten_bereinigt.csv\"\n", + "pfad_datei = r\"Daten\\campsnetz_koordinaten_plus_nachmessungen.csv\"\n", "imp.import_koordinaten_lh_tachymeter(pfad_datei)" ], - "id": "6ecde908841d1212", "outputs": [ { "name": "stdout", @@ -97,31 +102,14 @@ "execution_count": 4 }, { + "cell_type": "code", + "id": "b28afe0c64aa59d6", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:03.642765Z", - "start_time": "2026-01-14T12:32:03.639032Z" + "end_time": "2026-01-19T12:57:20.651874Z", + "start_time": "2026-01-19T12:57:20.624897Z" } }, - "cell_type": "code", - "source": [ - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "# Transformationen in ETRS89 / DREF91 Realisierung 2025\n", - "#print(db_zugriff.get_koordinaten(\"naeherung_lh\"))" - ], - "id": "daefb156198b46dc", - "outputs": [], - "execution_count": 5 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-14T12:32:04.867279Z", - "start_time": "2026-01-14T12:32:04.809899Z" - } - }, - "cell_type": "code", "source": [ "importlib.reload(Import)\n", "imp = Import.Import(pfad_datenbank)\n", @@ -132,7 +120,6 @@ "\n", "imp.import_koordinaten_gnss(pfad_koordinaten_gnss, genauigkeit_sapos_referenzstationen)\n" ], - "id": "b28afe0c64aa59d6", "outputs": [ { "data": { @@ -140,21 +127,22 @@ "'Import der Koordinaten aus stationärem GNSS abgeschlossen.'" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 6 + "execution_count": 5 }, { + "cell_type": "code", + "id": "2d8a0533726304a8", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:07.425776Z", - "start_time": "2026-01-14T12:32:07.358482Z" + "end_time": "2026-01-19T12:57:20.805456Z", + "start_time": "2026-01-19T12:57:20.760723Z" } }, - "cell_type": "code", "source": [ "# Basislinien importieren\n", "\n", @@ -165,7 +153,6 @@ "\n", "imp.import_basislinien_gnss(pfad_basislinien_gnss)" ], - "id": "2d8a0533726304a8", "outputs": [ { "name": "stdout", @@ -175,16 +162,17 @@ ] } ], - "execution_count": 7 + "execution_count": 6 }, { + "cell_type": "code", + "id": "ed9be38e35cfc619", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:13.994808Z", - "start_time": "2026-01-14T12:32:13.946904Z" + "end_time": "2026-01-19T12:57:20.968066Z", + "start_time": "2026-01-19T12:57:20.918560Z" } }, - "cell_type": "code", "source": [ "# Jacobimatrix aufstellen\n", "# Datumsgebende Koordinaten bestimmen\n", @@ -206,161 +194,39 @@ "\n", "db_zugriff.set_datumskoordinaten_to_neupunkte(liste_koordinaten_x, liste_koordinaten_y, liste_koordinaten_z, liste_koordinaten_x_y_z)" ], - "id": "ed9be38e35cfc619", "outputs": [], - "execution_count": 8 + "execution_count": 7 }, { - "metadata": {}, "cell_type": "code", - "source": [ - "# ToDo: Sobald GNSS vorliegend Koordinaten im ETRS89 / DREF 91 (2025) daraus berechnen!\n", - "#liste_koordinaten_naeherung_us = {\n", - "# 10001: (3794874.984, 546741.752, 5080029.990),\n", - "# 10002: (3794842.533, 546726.907, 5080071.133),\n", - "# 10037: (3794774.148, 546955.423, 5080040.520),\n", - "# 10044: (3794725.786, 546954.557, 5080084.411),\n", - "#}\n", - "\n", - "\n", - "#con = sqlite3.connect(pfad_datenbank)\n", - "#cursor = con.cursor()\n", - "#sql = \"\"\"\n", - "#UPDATE Netzpunkte\n", - "#SET naeherungx_us = ?, naeherungy_us = ?, naeherungz_us = ?\n", - "#WHERE punktnummer = ?\n", - "#\"\"\"\n", - "#for punktnummer, (x, y, z) in #liste_koordinaten_naeherung_us.items():\n", - "# cursor.execute(sql, (x, y, z, punktnummer))\n", - "#con.commit()\n", - "#cursor.close()\n", - "#con.close()" - ], - "id": "efa952a603ad1909", - "outputs": [], - "execution_count": null - }, - { + "id": "2d2156381d974d94", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:25.342177Z", - "start_time": "2026-01-14T12:32:21.984471Z" + "end_time": "2026-01-19T12:57:24.361229Z", + "start_time": "2026-01-19T12:57:21.066730Z" } }, - "cell_type": "code", "source": [ - "# ToDo: Sobald GNSS-Daten vorliegen und die Berechnungen richtig sind, aufräumen!!!\n", + "# lokale Koordinaten aus der Tacyhmetermessung per Helmerttransformation in das ETRF89 / DREF 91 (Realisierung 2025) transformieren\n", "\n", "importlib.reload(Koordinatentransformationen)\n", "trafos = Koordinatentransformationen.Transformationen(pfad_datenbank)\n", "\n", - "\n", - "import numpy as np\n", - "\n", - "import itertools\n", - "import numpy as np\n", - "import sympy as sp\n", - "\n", - "db = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "dict_ausgangssystem = db.get_koordinaten(\"naeherung_lh\", \"Dict\")\n", - "dict_zielsystem = db.get_koordinaten(\"naeherung_us\", \"Dict\")\n", - "\n", - "gemeinsame_punktnummern = sorted(set(dict_ausgangssystem.keys()) & set(dict_zielsystem.keys()))\n", - "anzahl_gemeinsame_punkte = len(gemeinsame_punktnummern)\n", - "\n", - "liste_punkte_ausgangssystem = [dict_ausgangssystem[i] for i in gemeinsame_punktnummern]\n", - "liste_punkte_zielsystem = [dict_zielsystem[i] for i in gemeinsame_punktnummern]\n", - "\n", - "def dist(a, b):\n", - " return float((a - b).norm())\n", - "\n", - "print(\"d(p2,p1)=\", dist(liste_punkte_ausgangssystem[1], liste_punkte_ausgangssystem[0]))\n", - "print(\"d(P2,P1)=\", dist(liste_punkte_zielsystem[1], liste_punkte_zielsystem[0]))\n", - "print(\"m0 ~\", dist(liste_punkte_zielsystem[1], liste_punkte_zielsystem[0]) /\n", - " dist(liste_punkte_ausgangssystem[1], liste_punkte_ausgangssystem[0]))\n", + "importlib.reload(Datenbank)\n", + "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", "\n", "\n", - "def dist(a, b):\n", - " return float((a - b).norm())\n", + "transformationsparameter = trafos.Helmerttransformation_Euler_Transformationsparameter_berechne()\n", + "koordinaten_transformiert = trafos.Helmerttransformation(transformationsparameter)\n", "\n", - "ratios = []\n", - "pairs = list(itertools.combinations(range(len(liste_punkte_ausgangssystem)), 2))\n", - "\n", - "for i, j in pairs:\n", - " d_loc = dist(liste_punkte_ausgangssystem[i], liste_punkte_ausgangssystem[j])\n", - " d_ecef = dist(liste_punkte_zielsystem[i], liste_punkte_zielsystem[j])\n", - " if d_loc > 1e-6:\n", - " ratios.append(d_ecef / d_loc)\n", - "\n", - "print(\"Anzahl Ratios:\", len(ratios))\n", - "print(\"min/mean/max:\", min(ratios), sum(ratios)/len(ratios), max(ratios))\n", - "print(\"std:\", float(np.std(ratios)))\n", - "\n", - "S_loc = sum(liste_punkte_ausgangssystem, sp.Matrix([0,0,0])) / anzahl_gemeinsame_punkte\n", - "S_ecef = sum(liste_punkte_zielsystem, sp.Matrix([0,0,0])) / anzahl_gemeinsame_punkte\n", - "\n", - "print(\"S_loc:\", S_loc)\n", - "print(\"S_ecef:\", S_ecef)\n", - "print(\"Delta:\", (S_ecef - S_loc).evalf(6))\n", - "\n", - "\n", - "def dist(a, b):\n", - " return float((a - b).norm())\n", - "\n", - "n = len(liste_punkte_ausgangssystem)\n", - "\n", - "scores = []\n", - "for i in range(n):\n", - " d_loc = []\n", - " d_ecef = []\n", - " for j in range(n):\n", - " if i == j:\n", - " continue\n", - " d_loc.append(dist(liste_punkte_ausgangssystem[i], liste_punkte_ausgangssystem[j]))\n", - " d_ecef.append(dist(liste_punkte_zielsystem[i], liste_punkte_zielsystem[j]))\n", - "\n", - " d_loc = np.array(d_loc)\n", - " d_ecef = np.array(d_ecef)\n", - "\n", - " # Verhältnisvektor; robust gegen Nullschutz\n", - " r = d_ecef / np.where(d_loc == 0, np.nan, d_loc)\n", - "\n", - " # Streuung der Ratios für Punkt i\n", - " score = np.nanstd(r)\n", - " scores.append(score)\n", - "\n", - "for pn, sc in sorted(zip(gemeinsame_punktnummern, scores), key=lambda x: -x[1]):\n", - " print(pn, round(sc, 4))\n", - "\n", - "\n", - "\n", - "transformationsparameter = trafos.Helmerttransformation_Euler_Transformationsparameter_berechne()" + "db_zugriff.set_koordinaten(koordinaten_transformiert, \"naeherung_us\")\n", + "#print(koordinaten_transformiert)" ], - "id": "ebb18479e06e53ab", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "d(p2,p1)= 46.60388451996242\n", - "d(P2,P1)= 46.59145296840883\n", - "m0 ~ 0.999733250743331\n", - "Anzahl Ratios: 45\n", - "min/mean/max: 0.9986498495467658 0.9999468893556359 1.0004164038548047\n", - "std: 0.00025301851725699595\n", - "S_loc: Matrix([[937.945990000000], [1847.25831000000], [99.9451600000000]])\n", - "S_ecef: Matrix([[3794821.39483000], [546885.587320000], [5080110.27740000]])\n", - "Delta: Matrix([[3.79388e+6], [545038.], [5.08001e+6]])\n", - "10054 0.0004\n", - "10059 0.0004\n", - "10037 0.0002\n", - "10028 0.0002\n", - "10044 0.0001\n", - "10001 0.0001\n", - "10014 0.0001\n", - "10002 0.0001\n", - "10026 0.0001\n", - "10008 0.0001\n", "Anzahl gemeinsame Punkte: 10\n", "\n", "Erste Zielpunkte:\n", @@ -415,210 +281,19 @@ ] } ], - "execution_count": 9 + "execution_count": 8 }, { + "cell_type": "code", + "id": "bb4c738edcf9ac6f", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:45.430106Z", - "start_time": "2026-01-14T12:32:45.395504Z" + "end_time": "2026-01-19T12:57:24.605646Z", + "start_time": "2026-01-19T12:57:24.570065Z" } }, - "cell_type": "code", "source": [ - "importlib.reload(Koordinatentransformationen)\n", - "trafos = Koordinatentransformationen.Transformationen(pfad_datenbank)\n", - "\n", - "koordinaten_transformiert = trafos.Helmerttransformation(transformationsparameter)\n", - "print(koordinaten_transformiert)" - ], - "id": "2d2156381d974d94", - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'10003': Matrix([\n", - "[3794841.05160911],\n", - "[546735.115275456],\n", - "[5080111.54339933]]), '10004': Matrix([\n", - "[3794803.45940551],\n", - "[546714.140641702],\n", - "[ 5080141.3823901]]), '10005': Matrix([\n", - "[3794793.84166274],\n", - "[ 546722.32090113],\n", - "[5080147.93094291]]), '10006': Matrix([\n", - "[3794766.35574829],\n", - "[546707.638500931],\n", - "[5080169.73347008]]), '10007': Matrix([\n", - "[3794831.04653105],\n", - "[546758.725470118],\n", - "[5080116.66332494]]), '10009': Matrix([\n", - "[3794767.47195461],\n", - "[546740.086996252],\n", - "[5080165.95212446]]), '10010': Matrix([\n", - "[3794758.63661992],\n", - "[546767.666577211],\n", - "[5080169.46449998]]), '10011': Matrix([\n", - "[3794894.92257966],\n", - "[546833.115975429],\n", - "[5080061.15134195]]), '10012': Matrix([\n", - "[3794853.60027107],\n", - "[546805.236484738],\n", - "[5080094.88946121]]), '10013': Matrix([\n", - "[3794849.60872447],\n", - "[ 546826.86855409],\n", - "[5080095.43002485]]), '10015': Matrix([\n", - "[3794839.46502568],\n", - "[546793.516554541],\n", - "[5080106.77121535]]), '10016': Matrix([\n", - "[3794826.65837474],\n", - "[ 546788.72753901],\n", - "[5080116.86823753]]), '10017': Matrix([\n", - "[3794825.01615411],\n", - "[ 546831.69988615],\n", - "[5080113.37479229]]), '10018': Matrix([\n", - "[3794762.24812675],\n", - "[546797.691250755],\n", - "[5080163.98038017]]), '10019': Matrix([\n", - "[3794800.09467062],\n", - "[546833.323961445],\n", - "[5080131.72453226]]), '10020': Matrix([\n", - "[3794782.61058088],\n", - "[546834.470509102],\n", - "[5080145.03614137]]), '10021': Matrix([\n", - "[3794776.02957169],\n", - "[ 546833.74069488],\n", - "[5080150.01297385]]), '10022': Matrix([\n", - "[3794778.33715317],\n", - "[546841.750187296],\n", - "[5080147.27507413]]), '10023': Matrix([\n", - "[3794780.79521146],\n", - "[546848.101209168],\n", - "[5080144.92492221]]), '10024': Matrix([\n", - "[3794772.81613581],\n", - "[546857.095708699],\n", - "[5080149.83471416]]), '10025': Matrix([\n", - "[3794774.20856191],\n", - "[546871.810730791],\n", - "[5080147.35917511]]), '10027': Matrix([\n", - "[3794757.59126177],\n", - "[ 546874.33140033],\n", - "[ 5080159.3175342]]), '10029': Matrix([\n", - "[3794845.02635416],\n", - "[ 546914.91670774],\n", - "[5080089.09994617]]), '10030': Matrix([\n", - "[3794845.35315639],\n", - "[546901.027441841],\n", - "[5080090.35653172]]), '10031': Matrix([\n", - "[3794821.75944771],\n", - "[546877.548058418],\n", - "[5080110.74604618]]), '10032': Matrix([\n", - "[ 3794807.8482107],\n", - "[546888.486125463],\n", - "[5080119.74590858]]), '10033': Matrix([\n", - "[3794800.01604745],\n", - "[546874.652456339],\n", - "[ 5080127.2047441]]), '10034': Matrix([\n", - "[3794886.10489475],\n", - "[546965.698741554],\n", - "[5080053.40592357]]), '10035': Matrix([\n", - "[3794845.94875191],\n", - "[546961.512678588],\n", - "[5080084.08751097]]), '10036': Matrix([\n", - "[ 3794815.0546409],\n", - "[546969.596670608],\n", - "[5080106.06411486]]), '10038': Matrix([\n", - "[3794806.32334837],\n", - "[546929.730872601],\n", - "[5080116.89880491]]), '10039': Matrix([\n", - "[3794804.16237313],\n", - "[546914.731636072],\n", - "[5080120.13924256]]), '10040': Matrix([\n", - "[3794780.72087746],\n", - "[546956.424991315],\n", - "[5080133.16147109]]), '10041': Matrix([\n", - "[ 3794778.1533287],\n", - "[546925.877928891],\n", - "[5080138.72231384]]), '10042': Matrix([\n", - "[3794758.95717917],\n", - "[546937.059902176],\n", - "[5080151.61030441]]), '10043': Matrix([\n", - "[3794747.27379863],\n", - "[546919.149782895],\n", - "[5080162.14971609]]), '10045': Matrix([\n", - "[3794881.90045231],\n", - "[547019.783587438],\n", - "[5080050.71577784]]), '10046': Matrix([\n", - "[3794846.58037187],\n", - "[547012.997115671],\n", - "[5080077.44042076]]), '10047': Matrix([\n", - "[3794831.53498179],\n", - "[547018.239388235],\n", - "[5080088.12403859]]), '10048': Matrix([\n", - "[3794809.10667963],\n", - "[547017.302310622],\n", - "[ 5080105.0143912]]), '10049': Matrix([\n", - "[3794786.89079629],\n", - "[547021.076569963],\n", - "[5080121.44468111]]), '10050': Matrix([\n", - "[3794766.77195448],\n", - "[547012.526623627],\n", - "[5080137.48497074]]), '10051': Matrix([\n", - "[3794767.05746264],\n", - "[546988.699370853],\n", - "[5080139.99787468]]), '10052': Matrix([\n", - "[3794743.62620891],\n", - "[546984.415934838],\n", - "[5080157.83116681]]), '10053': Matrix([\n", - "[3794748.14608301],\n", - "[ 547017.57483818],\n", - "[5080150.93007251]]), '10055': Matrix([\n", - "[3794838.85197728],\n", - "[547081.903863645],\n", - "[5080075.69824785]]), '10056': Matrix([\n", - "[3794825.04100344],\n", - "[547094.811574165],\n", - "[5080084.48876832]]), '10057': Matrix([\n", - "[ 3794800.8193707],\n", - "[547078.671611169],\n", - "[5080104.57270624]]), '10058': Matrix([\n", - "[3794766.10881437],\n", - "[547091.754287187],\n", - "[5080129.12088173]])}\n" - ] - } - ], - "execution_count": 10 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-14T12:32:49.861004Z", - "start_time": "2026-01-14T12:32:49.808962Z" - } - }, - "cell_type": "code", - "source": [ - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "\n", - "db_zugriff.set_koordinaten(koordinaten_transformiert, \"naeherung_us\")" - ], - "id": "5a9e8f24709980d2", - "outputs": [], - "execution_count": 11 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-14T12:32:50.680875Z", - "start_time": "2026-01-14T12:32:50.647216Z" - } - }, - "cell_type": "code", - "source": [ - "# Importieren der tachymetrischen Beobachtungen\n", + "# Instrumente in der Datenbank anlegen\n", "importlib.reload(Datenbank)\n", "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", "\n", @@ -627,7 +302,6 @@ "db_zugriff.set_instrument(\"Nivellier\", \"Trimble DiNi 0.3\")\n", "db_zugriff.get_instrument_liste(\"Tachymeter\")" ], - "id": "bb4c738edcf9ac6f", "outputs": [ { "name": "stdout", @@ -643,21 +317,22 @@ "[(1, 'Tachymeter', 'Trimble S9')]" ] }, - "execution_count": 12, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 12 + "execution_count": 9 }, { + "cell_type": "code", + "id": "c2db29680c53f8c4", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:52.892546Z", - "start_time": "2026-01-14T12:32:52.802917Z" + "end_time": "2026-01-19T12:57:24.965246Z", + "start_time": "2026-01-19T12:57:24.907563Z" } }, - "cell_type": "code", "source": [ "#Importieren der apriori Genauigkeitsinformationen\n", "#Zulässige Beobachtungsarten = \"Tachymeter_Richtung\", \"Tachymeter_Strecke\"\n", @@ -673,7 +348,6 @@ "db_zugriff.set_genauigkeiten(1, \"Tachymeter_Zenitwinkel\", 0.15)\n", "db_zugriff.set_genauigkeiten(2, \"Geometrisches_Nivellement\", 0.1, 0.3)" ], - "id": "c2db29680c53f8c4", "outputs": [ { "name": "stdout", @@ -686,269 +360,103 @@ ] } ], - "execution_count": 13 + "execution_count": 10 }, { + "cell_type": "code", + "id": "3d074282dffbbfd0", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:32:55.733896Z", - "start_time": "2026-01-14T12:32:55.666923Z" + "end_time": "2026-01-19T12:57:25.105869Z", + "start_time": "2026-01-19T12:57:25.056672Z" } }, - "cell_type": "code", "source": [ "# Importieren der tachymetrischen Beobachtungen\n", "importlib.reload(Import)\n", "imp = Import.Import(pfad_datenbank)\n", "\n", - "pfad_datei_tachymeterbeobachtungen = r\"Daten\\campsnetz_beobachtungen_bereinigt.csv\"\n", + "pfad_datei_tachymeterbeobachtungen = r\"Daten\\campsnetz_beobachtungen_plus_nachmessungen.csv\"\n", "\n", "imp.import_beobachtungen_tachymeter(pfad_datei_tachymeterbeobachtungen, 1)" ], - "id": "3d074282dffbbfd0", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Der Import der Datei Daten\\campsnetz_beobachtungen_bereinigt.csv wurde erfolgreich abgeschlossen.\n" + "Der Import der Datei Daten\\campsnetz_beobachtungen_plus_nachmessungen.csv wurde erfolgreich abgeschlossen.\n" ] } ], - "execution_count": 14 + "execution_count": 11 }, { - "metadata": {}, "cell_type": "code", - "source": [ - "# Nicht\n", - "# Höhenfestpunkte vom LGLN importieren\n", - "\n", - "importlib.reload(Koordinatentransformationen)\n", - "trafos = Koordinatentransformationen.Transformationen(pfad_datenbank)\n", - "\n", - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "\n", - "pfad_tif_quasigeoidundolation = r\"Daten\\GCG2016v2023.tif\"\n", - "# East-Wert immer ohne Zonenangabe übergeben!\n", - "liste_HFP = [\n", - " (666, 446719.000, 5888331.000, 3.891),\n", - " (812, 446652.000, 5888366.000, 3.999),\n", - " (816, 446650.000, 5888408.000, 3.995)]\n", - "\n", - "E = 446719.0\n", - "N = 5888331.0\n", - "H = 3.891\n", - "\n", - "db_zugriff.set_normalhoehe_hfp(liste_HFP)\n", - "trafos.utm_to_XYZ(pfad_tif_quasigeoidundolation, liste_HFP)\n", - "db_zugriff.set_koordinaten(trafos.utm_to_XYZ(pfad_tif_quasigeoidundolation, liste_HFP), \"naeherung_us\")" - ], - "id": "dadcead89a32c41d", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "\n", - "db_zugriff.get_normalhoehe_hfp()" - ], - "id": "ded7bfe9e696a09d", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "# Nivellement-Beobachtungen Importieren Teil 1\n", - "\n", - "importlib.reload(Import)\n", - "imp = Import.Import(pfad_datenbank)\n", - "dict_punkthoehen_naeherung_niv, liste_punkte_in_db = imp.vorbereitung_import_beobachtungen_nivellement_naeherung_punkthoehen(r\"Daten\\Niv_bereinigt.DAT.csv\", 2)" - ], "id": "1f61a51b2a7366e7", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "# Nivellement-Beobachtungen Importieren Teil 2\n", - "\n", - "importlib.reload(Import)\n", - "imp = Import.Import(pfad_datenbank)\n", - "#liste_hoehenpunkte_hinzufuegen = ['FH14', 'FH11', 'FH13', 'FH3', 'FH4', 'FH15', 'FH5']\n", - "liste_hoehenpunkte_hinzufuegen = []\n", - "imp.import_beobachtungen_nivellement_naeherung_punkthoehen(dict_punkthoehen_naeherung_niv, liste_punkte_in_db, liste_hoehenpunkte_hinzufuegen)" - ], - "id": "6c909b9792861b30", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "# Nivellement-Beobachtungen Importieren Teil 3\n", - "importlib.reload(Import)\n", - "imp = Import.Import(pfad_datenbank)\n", - "imp.import_beobachtungen_nivellement_RVVR(r\"Daten\\Niv_bereinigt.DAT.csv\", 2)" - ], - "id": "4c06b9c4cd78e7b7", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "\n", - "# Parameter des GRS80-ellipsoids (Bezugsellipsoid des ETRS89 / DREF 91 (2025)\n", - "# ToDo: Quelle mit möglichst genauen Parametern heraussuchen!\n", - "a = 6378137.0 #m\n", - "b = 6356752.314 #m\n", - "\n", - "importlib.reload(Funktionales_Modell)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b)\n", - "\n", - "#db_zugriff.get_beobachtungen_id_standpunkt_zielpunkt(\"tachymeter_distanz\")\n", - "Jacobimatrix_symbolisch, Jacobimatrix_symbolisch_liste_unbekannte, Jacobimatrix_symbolisch_liste_beobachtungsvektor= fm.jacobi_matrix_symbolisch(datumfestlegung, db_zugriff.get_datumskoordinate())" - ], - "id": "c9367690f5b73953", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "importlib.reload(Funktionales_Modell)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b)\n", - "\n", - "A_matrix_numerisch_iteration0 = fm.jacobi_matrix_zahlen_iteration_0(Jacobimatrix_symbolisch, \"naeherung_us\", Jacobimatrix_symbolisch_liste_unbekannte, Jacobimatrix_symbolisch_liste_beobachtungsvektor)" - ], - "id": "163fa2e24923b40", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "importlib.reload(Datenbank)\n", - "importlib.reload(Funktionales_Modell)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b)\n", - "\n", - "beobachtungsvektor_numerisch = fm.beobachtungsvektor_numerisch(Jacobimatrix_symbolisch_liste_beobachtungsvektor)" - ], - "id": "80e8325721c950f8", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "importlib.reload(Funktionales_Modell)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b)\n", - "\n", - "beobachtungsvektor_naeherung_symbolisch = fm.beobachtungsvektor_naeherung_symbolisch(Jacobimatrix_symbolisch_liste_beobachtungsvektor)" - ], - "id": "33e9fbd465c577e4", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "importlib.reload(Koordinatentransformationen)\n", - "importlib.reload(Funktionales_Modell)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b, pfad_tif_quasigeoidundolation)\n", - "\n", - "beobachtungsvektor_naeherung_numerisch_iteration0 = fm.beobachtungsvektor_naeherung_numerisch_iteration0(Jacobimatrix_symbolisch_liste_beobachtungsvektor, beobachtungsvektor_naeherung_symbolisch)" - ], - "id": "bcf3dd5fc820d077", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "# Auftstellen der Qll-Matrix\n", - "importlib.reload(Stochastisches_Modell)\n", - "#stoch_modell = Stochastisches_Modell.StochastischesModell(A_matrix_numerisch_iteration0.rows)\n", - "stoch_modell = Stochastisches_Modell.StochastischesModell(int(A_matrix_numerisch_iteration0.shape[0]))\n", - "\n", - "\n", - "Qll_matrix_symbolisch = stoch_modell.Qll_symbolisch(pfad_datenbank, Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", - "Qll_matrix_numerisch = stoch_modell.Qll_numerisch(pfad_datenbank, Qll_matrix_symbolisch,Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", - "if datumfestlegung == \"weiche Lagerung\":\n", - " QAA_matrix_symbolisch = stoch_modell.QAA_symbolisch(Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", - " QAA_matrix_numerisch = stoch_modell.QAA_numerisch(pfad_datenbank, QAA_matrix_symbolisch,Jacobimatrix_symbolisch_liste_beobachtungsvektor)" - ], - "id": "c1def9b9b41efcd5", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "#Von Fabian\n", - "#importlib.reload(Berechnungen)\n", - "importlib.reload(Funktionales_Modell)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b)\n", - "importlib.reload(Export)\n", - "importlib.reload(Datenbank)\n", - "\n", - "unbekanntenvektor_symbolisch = (fm.unbekanntenvektor_symbolisch(Jacobimatrix_symbolisch_liste_unbekannte))\n", - "#unbekanntenvektor_numerisch_iteration0 = fm.unbekanntenvektor_numerisch(Jacobimatrix_symbolisch_liste_unbekannte, unbekanntenvektor_symbolisch)\n", - "#print(unbekanntenvektor_numerisch_iteration0)\n", - "#print(\"-----\")\n", - "#unbekanntenvektor_numerisch = fm.unbekanntenvektor_numerisch(Jacobimatrix_symbolisch_liste_unbekannte, unbekanntenvektor_symbolisch, dx, unbekanntenvektor_numerisch_iteration0)\n", - "#print(unbekanntenvektor_numerisch)" - ], - "id": "63cf364eefc89b53", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, - "cell_type": "code", - "source": [ - "labs = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - "print(\"Treffer '666' in Labels:\", [l for l in labs if \"666\" in l][:50])\n", - "\n", - "unks = [str(s) for s in Jacobimatrix_symbolisch_liste_unbekannte]\n", - "print(\"Treffer '666' in Unbekannten:\", [u for u in unks if u.endswith(\"666\") or \"666\" in u][:50])\n" - ], - "id": "8fad5a00f59f74b4", - "outputs": [], - "execution_count": null - }, - { "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:40:39.002206Z", - "start_time": "2026-01-14T12:34:34.800139Z" + "end_time": "2026-01-19T12:57:25.449492Z", + "start_time": "2026-01-19T12:57:25.342929Z" } }, + "source": [ + "# Nivellement-Beobachtungen Importieren\n", + "\n", + "importlib.reload(Import)\n", + "imp = Import.Import(pfad_datenbank)\n", + "dict_punkthoehen_naeherung_niv, liste_punkte_in_db = imp.vorbereitung_import_beobachtungen_nivellement_naeherung_punkthoehen(r\"Daten\\Niv_bereinigt.DAT.csv\", 2)\n", + "\n", + "#liste_hoehenpunkte_hinzufuegen = ['FH14', 'FH11', 'FH13', 'FH3', 'FH4', 'FH15', 'FH5']\n", + "liste_hoehenpunkte_hinzufuegen = []\n", + "imp.import_beobachtungen_nivellement_naeherung_punkthoehen(dict_punkthoehen_naeherung_niv, liste_punkte_in_db, liste_hoehenpunkte_hinzufuegen)\n", + "\n", + "imp.import_beobachtungen_nivellement_RVVR(r\"Daten\\Niv_bereinigt.DAT.csv\", 2)" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Für folgende Nivellementpunkte werden die Höhen in der Ausgleichung berechnet: ['812', '10047', '10046', '10045', '10034', 'FH14', 'FH11', '10035', '10029', '10030', '10031', '10017', '10013', '10012', '10014', '10015', '10016', '10007', 'FH13', '666', '10054', '10056', '10058', '10052', '10043', '10026', '10010', '10006', '816', '10048', 'FH3', '10049', '10053', '10050', '10051', 'FH4', '10040', '10037', '10038', '10039', '10032', 'FH15', '10033', '10025', '10024', '10023', '10022', '10021', '10020', '10019', '10036', '10028', '10011', '10001', '10003', '10008', '10005', '10004', '10002', '10055', '10057', '10059', '10044', '10041', '10042', '10027', '10018', '10009']\n", + "Für folgende Punkte wird aktuell keine Höhe in der Ausgleichung berechnet: ['80001', '80002', '90001', '90002', '90003', '90004', '90005', '90006', '90007', '90008', '90009', '90010', '90011', '90012', '90013', '90014', '70001', '70002', '60001', 'FH5', '60002', '60003', '60004', '60005', '60006', '60007', '60008', '60009', '60010', '30001', '30002', '30003', '30004', '30005', '30006', '30007', '30008']. Bei Bedarf im folgenden Schritt ändern!\n", + "Neu hinzugefügt (0): []\n", + "Bereits vorhanden (0): []\n", + "Geändert (68): ['812', '10047', '10046', '10045', '10034', 'FH14', 'FH11', '10035', '10029', '10030', '10031', '10017', '10013', '10012', '10014', '10015', '10016', '10007', 'FH13', '666', '10054', '10056', '10058', '10052', '10043', '10026', '10010', '10006', '816', '10048', 'FH3', '10049', '10053', '10050', '10051', 'FH4', '10040', '10037', '10038', '10039', '10032', 'FH15', '10033', '10025', '10024', '10023', '10022', '10021', '10020', '10019', '10036', '10028', '10011', '10001', '10003', '10008', '10005', '10004', '10002', '10055', '10057', '10059', '10044', '10041', '10042', '10027', '10018', '10009']\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "'Die Beobachtungen aus der Datei Daten\\\\Niv_bereinigt.DAT.csv wurden erfolgreich importiert.'" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 12 + }, + { "cell_type": "code", + "id": "3ef1aade29f46eee", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-19T13:06:26.775209Z", + "start_time": "2026-01-19T12:57:25.566957Z" + } + }, "source": [ "# Symbolische MAtrizen aufstellen\n", + "import importlib\n", + "import Datenbank\n", + "import Funktionales_Modell\n", + "\n", + "importlib.reload(Datenbank)\n", + "importlib.reload(Funktionales_Modell)\n", + "\n", "\n", "pfad_tif_quasigeoidundolation = r\"Daten\\GCG2016v2023.tif\"\n", "a = 6378137.0 #m\n", @@ -973,18 +481,18 @@ "\n", "unbekanntenvektor_symbolisch = (fm.unbekanntenvektor_symbolisch(Jacobimatrix_symbolisch_liste_unbekannte))\n" ], - "id": "3ef1aade29f46eee", "outputs": [], - "execution_count": 15 + "execution_count": 13 }, { + "cell_type": "code", + "id": "d262fab8404bf542", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:49:37.837334Z", - "start_time": "2026-01-14T12:41:54.213684Z" + "end_time": "2026-01-19T13:21:10.467450Z", + "start_time": "2026-01-19T13:08:08.803468Z" } }, - "cell_type": "code", "source": [ "#Meine Version\n", "import importlib\n", @@ -1391,7 +899,6 @@ " print(\"\\nKONVERGENZ ERREICHT\")\n", " break\n" ], - "id": "d262fab8404bf542", "outputs": [ { "name": "stdout", @@ -1402,20 +909,65 @@ "============================================================\n", "ITERATION 0\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.804403175784268\n", + " 898 968_SD_62_10048_812 A= 0.804403175784268\n", + " 902 972_SD_62_10048_812 A= 0.804403175784268\n", + " 906 976_SD_62_10048_812 A= 0.804403175784268\n", + " 881 951_SD_60_10047_812 A= 0.7860206122854018\n", + " 885 955_SD_60_10047_812 A= 0.7860206122854018\n", + " 877 947_SD_60_10047_812 A= 0.7860206122854018\n", + " 890 960_SD_61_10046_812 A= 0.7842295422575809\n", + " 896 966_SD_61_10046_812 A= 0.7842295422575809\n", + " 893 963_SD_61_10046_812 A= 0.7842295422575809\n", + " 3230 1101_niv_10047_812 A= 0.5936974247748595\n", + " 3248 1119_niv_10048_812 A= 0.5936974247748595\n", + " 3195 1066_niv_812_10047 A= -0.5936974247748595\n", + " 3326 1197_niv_10045_812 A= 0.5936974247748595\n", + " 3327 1198_niv_812_816 A= -0.5936974247748595\n", + " 3297 1168_niv_816_812 A= 0.5936974247748595\n", + "Y812 j= 148 nnz= 37 maxabs= 0.4090817823667954\n", + " 896 966_SD_61_10046_812 A= -0.4090817823667954\n", + " 893 963_SD_61_10046_812 A= -0.4090817823667954\n", + " 890 960_SD_61_10046_812 A= -0.4090817823667954\n", + " 885 955_SD_60_10047_812 A= -0.3022133883728502\n", + " 881 951_SD_60_10047_812 A= -0.3022133883728502\n", + " 877 947_SD_60_10047_812 A= -0.3022133883728502\n", + " 1889 963_R_61_10046_812 A= -0.17992251562453732\n", + " 1892 966_R_61_10046_812 A= -0.17992251562453732\n", + " 1886 960_R_61_10046_812 A= -0.17992251562453732\n", + " 898 968_SD_62_10048_812 A= -0.12365144272889876\n", + " 902 972_SD_62_10048_812 A= -0.12365144272889876\n", + " 906 976_SD_62_10048_812 A= -0.12365144272889876\n", + " 3230 1101_niv_10047_812 A= 0.08557886002398982\n", + " 3327 1198_niv_812_816 A= -0.08557886002398982\n", + " 3297 1168_niv_816_812 A= 0.08557886002398982\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247568552634\n", + " 3326 1197_niv_10045_812 A= 0.8001247568552634\n", + " 3327 1198_niv_812_816 A= -0.8001247568552634\n", + " 3297 1168_niv_816_812 A= 0.8001247568552634\n", + " 3298 1169_niv_812_10045 A= -0.8001247568552634\n", + " 3294 1165_niv_FH3_812 A= 0.8001247568552634\n", + " 3295 1166_niv_812_10048 A= -0.8001247568552634\n", + " 3248 1119_niv_10048_812 A= 0.8001247568552634\n", + " 3249 1120_niv_812_FH3 A= -0.8001247568552634\n", + " 3230 1101_niv_10047_812 A= 0.8001247568552634\n", + " 3195 1066_niv_812_10047 A= -0.8001247568552634\n", + " 898 968_SD_62_10048_812 A= -0.5810730173560339\n", + " 906 976_SD_62_10048_812 A= -0.5810730173560339\n", + " 902 972_SD_62_10048_812 A= -0.5810730173560339\n", + " 877 947_SD_60_10047_812 A= -0.5392945994080444\n", + " 885 955_SD_60_10047_812 A= -0.5392945994080444\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", "X10009 = 3794767.4719546097 | finite: True\n", "Y10009 = 546740.0869962516 | finite: True\n", "Z10009 = 5080165.9521244615 | finite: True\n", @@ -1425,12 +977,14 @@ "s0(10009-10006) = 32.687143340662246 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 3.96592895\n", + "NH10014 = 4.0072849\n", "DEBUG stabw_apriori_konstant_niv_2 = 0.0001\n", "DEBUG stabw_apriori_streckenprop_niv_2 = 0.0003\n", - "sigma_SD [m] n= 876 min= 0.0008000324529138819 med= 0.000800959765824828 max= 0.0008117212509053846\n", - "sigma_R [rad] n= 876 min= 6.279293039390784e-06 med= 2.054486375363506e-05 max= 0.00011104436620710995\n", - "sigma_ZW [rad] n= 876 min= 6.279293039390784e-06 med= 2.054486375363506e-05 max= 0.00011104436620710995\n", - "sigma_niv [m] n=0 -> skip\n", + "sigma_SD [m] n= 996 min= 0.000800011443568778 med= 0.0008009387990117636 max= 0.0008117212509053846\n", + "sigma_R [rad] n= 996 min= 6.279293039390783e-06 med= 2.076964345131204e-05 max= 0.00018697441660408778\n", + "sigma_ZW [rad] n= 996 min= 6.279293039390783e-06 med= 2.076964345131204e-05 max= 0.00018697441660408778\n", + "sigma_niv [m] n= 157 min= 0.00010188505778572245 med= 0.00011544119715248972 max= 0.00020726609708295276\n", "sigma_gnssbx [m] n= 69 min= 7.687664925060144e-05 med= 0.0002592591030224397 max= 0.0007819925066776535\n", "sigma_gnssby [m] n= 69 min= 4.3020000000000005e-05 med= 0.00012602479121188813 max= 0.0003632103390598896\n", "sigma_gnssbz [m] n= 69 min= 0.00010537704873453232 med= 0.00031098642156853086 max= 0.0015582633661547715\n", @@ -1442,1473 +996,2414 @@ "\n", "TOP |dl| (Iteration 0 ):\n", " 850 920_SD_57_10055_10057 dl = -1.0258500364616552\n", + " 828 898_SD_56_10057_10055 dl = -1.0253500364616528\n", " 845 915_SD_57_10055_10057 dl = -1.0253500364616528\n", " 840 910_SD_57_10055_10057 dl = -1.0253500364616528\n", - " 828 898_SD_56_10057_10055 dl = -1.0253500364616528\n", " 833 903_SD_56_10057_10055 dl = -1.0248500364616575\n", " 838 908_SD_56_10057_10055 dl = -1.0248500364616575\n", - " 862 932_SD_58_10056_10055 dl = -0.9026674791259026\n", + " 909 979_SD_63_10056_10055 dl = -0.9036674791259038\n", + " 913 983_SD_63_10056_10055 dl = -0.9036674791259038\n", + " 911 981_SD_63_10056_10055 dl = -0.9036674791259038\n", + " 915 985_SD_64_10055_10056 dl = -0.9026674791259026\n", " 858 928_SD_58_10056_10055 dl = -0.9026674791259026\n", + " 917 987_SD_64_10055_10056 dl = -0.9026674791259026\n", + " 919 989_SD_64_10055_10056 dl = -0.9026674791259026\n", + " 862 932_SD_58_10056_10055 dl = -0.9026674791259026\n", " 866 936_SD_58_10056_10055 dl = -0.9021674791259038\n", " 847 917_SD_57_10055_10056 dl = -0.9016674791259014\n", " 842 912_SD_57_10055_10056 dl = -0.9016674791259014\n", " 852 922_SD_57_10055_10056 dl = -0.9016674791259014\n", - " 841 911_SD_57_10055_10058 dl = -0.833635873820711\n", - " 851 921_SD_57_10055_10058 dl = -0.833635873820711\n", " 846 916_SD_57_10055_10058 dl = -0.833635873820711\n", - " 815 885_SD_55_10058_10055 dl = -0.8331358738207086\n", + " 851 921_SD_57_10055_10058 dl = -0.833635873820711\n", + " 841 911_SD_57_10055_10058 dl = -0.833635873820711\n", " 819 889_SD_55_10058_10055 dl = -0.8331358738207086\n", + " 815 885_SD_55_10058_10055 dl = -0.8331358738207086\n", " 823 893_SD_55_10058_10055 dl = -0.8326358738207063\n", + " 916 986_SD_64_10055_666 dl = 0.707815728967546\n", + " 918 988_SD_64_10055_666 dl = 0.707815728967546\n", + " 920 990_SD_64_10055_666 dl = 0.707815728967546\n", " 874 944_SD_59_10054_10055 dl = 0.6349494106355564\n", + " 923 993_SD_65_10054_10055 dl = 0.634449410635554\n", " 868 938_SD_59_10054_10055 dl = 0.634449410635554\n", - " 871 941_SD_59_10054_10055 dl = 0.634449410635554\n", - " 853 923_SD_57_10055_10054 dl = 0.6339494106355517\n", - " 843 913_SD_57_10055_10054 dl = 0.6339494106355517\n", - " 848 918_SD_57_10055_10054 dl = 0.6339494106355517\n", - " 802 872_SD_54_10059_10057 dl = 0.4130520886225071\n", - " 807 877_SD_54_10059_10057 dl = 0.4125520886225189\n", - " 812 882_SD_54_10059_10057 dl = 0.4125520886225189\n", - " 835 905_SD_56_10057_10059 dl = 0.4120520886225165\n", - " 830 900_SD_56_10057_10059 dl = 0.41155208862251413\n", - " 825 895_SD_56_10057_10059 dl = 0.41155208862251413\n", - "cond(N) = 16022371.691218201\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.5428179208273\n", - " -> max|dx_xyz| [m] = 0.5765108354317047\n", + "N[j,j] = 19194308.562951192\n", + "sum|N[j,:]| = 562078787.9214301\n", + "cond(N) = 15966604.419997042\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 47.81448751246079\n", + " -> max|dx_xyz| [m] = 0.7630276831768017\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.535598449 dx 0.1825908518223026 new 3794850.718189301\n", + "PRE Y812 547010.9339300179 dx 0.20657796262350883 new 547011.1405079805\n", + "PRE Z812 5080075.087573917 dx -0.06109560646243859 new 5080075.02647831\n", "\n", "============================================================\n", "ITERATION 1\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053391345807525\n", + " 898 968_SD_62_10048_812 A= 0.8053391345807525\n", + " 902 972_SD_62_10048_812 A= 0.8053391345807525\n", + " 906 976_SD_62_10048_812 A= 0.8053391345807525\n", + " 896 966_SD_61_10046_812 A= 0.7939336303745619\n", + " 890 960_SD_61_10046_812 A= 0.7939336303745619\n", + " 893 963_SD_61_10046_812 A= 0.7939336303745619\n", + " 881 951_SD_60_10047_812 A= 0.7883649538886816\n", + " 885 955_SD_60_10047_812 A= 0.7883649538886816\n", + " 877 947_SD_60_10047_812 A= 0.7883649538886816\n", + " 3230 1101_niv_10047_812 A= 0.5936974462319996\n", + " 3248 1119_niv_10048_812 A= 0.5936974462319996\n", + " 3195 1066_niv_812_10047 A= -0.5936974462319996\n", + " 3326 1197_niv_10045_812 A= 0.5936974462319996\n", + " 3327 1198_niv_812_816 A= -0.5936974462319996\n", + " 3297 1168_niv_816_812 A= 0.5936974462319996\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3917550745160297\n", + " 896 966_SD_61_10046_812 A= -0.3917550745160297\n", + " 893 963_SD_61_10046_812 A= -0.3917550745160297\n", + " 890 960_SD_61_10046_812 A= -0.3917550745160297\n", + " 885 955_SD_60_10047_812 A= -0.2974185350807616\n", + " 881 951_SD_60_10047_812 A= -0.2974185350807616\n", + " 877 947_SD_60_10047_812 A= -0.2974185350807616\n", + " 1889 963_R_61_10046_812 A= -0.17558426763702967\n", + " 1892 966_R_61_10046_812 A= -0.17558426763702967\n", + " 1886 960_R_61_10046_812 A= -0.17558426763702967\n", + " 898 968_SD_62_10048_812 A= -0.11446470731763818\n", + " 902 972_SD_62_10048_812 A= -0.11446470731763818\n", + " 906 976_SD_62_10048_812 A= -0.11446470731763818\n", + " 3230 1101_niv_10047_812 A= 0.08557889131802242\n", + " 3327 1198_niv_812_816 A= -0.08557889131802242\n", + " 3297 1168_niv_816_812 A= 0.08557889131802242\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375868216\n", + " 3326 1197_niv_10045_812 A= 0.8001247375868216\n", + " 3327 1198_niv_812_816 A= -0.8001247375868216\n", + " 3297 1168_niv_816_812 A= 0.8001247375868216\n", + " 3298 1169_niv_812_10045 A= -0.8001247375868216\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375868216\n", + " 3295 1166_niv_812_10048 A= -0.8001247375868216\n", + " 3248 1119_niv_10048_812 A= 0.8001247375868216\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375868216\n", + " 3230 1101_niv_10047_812 A= 0.8001247375868216\n", + " 3195 1066_niv_812_10047 A= -0.8001247375868216\n", + " 898 968_SD_62_10048_812 A= -0.5816585846451612\n", + " 906 976_SD_62_10048_812 A= -0.5816585846451612\n", + " 902 972_SD_62_10048_812 A= -0.5816585846451612\n", + " 877 947_SD_60_10047_812 A= -0.538537755844946\n", + " 885 955_SD_60_10047_812 A= -0.538537755844946\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.41828768 | finite: True\n", - "Y10009 = 546740.0679680748 | finite: True\n", - "Z10009 = 5080165.88258869 | finite: True\n", - "X10006 = 3794766.3308161413 | finite: True\n", - "Y10006 = 546707.6220331006 | finite: True\n", - "Z10006 = 5080169.704472854 | finite: True\n", - "s0(10009-10006) = 32.68834791268009 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4542844207 | finite: True\n", + "Y10009 = 546740.0721099004 | finite: True\n", + "Z10009 = 5080165.928745586 | finite: True\n", + "X10006 = 3794766.333103841 | finite: True\n", + "Y10006 = 546707.6211581278 | finite: True\n", + "Z10006 = 5080169.705440928 | finite: True\n", + "s0(10009-10006) = 32.689214498760705 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.02105222\n", + "NH10014 = 4.01964857\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 1 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06256701817885357\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06013351042121684\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840513591829222\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810509212460602\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057830474241200136\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.05699350432951178\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.05652905151509913\n", - " 2628 1_gnssbx_0645_10002 dl = -0.055951316848450006\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05522875886708789\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05422257868485758\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169262582057854\n", - " 2666 13_gnssbz_0648_10002 dl = 0.051486246797139756\n", - " 2736 37_gnssbx_0995_10026 dl = 0.04930238082931737\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.048017127277489635\n", - " 2690 21_gnssbz_0656_10037 dl = 0.04795713336914775\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714781600978313\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04357082948831703\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341375319927465\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04313351042121383\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286132570996415\n", - " 2838 lA_X10026 dl = 0.042142346035689116\n", - " 2858 lA_Z10026 dl = 0.041645887307822704\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297617557574995\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040938674290373456\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040618541893366\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018991613884282\n", - " 2675 16_gnssbz_0656_10002 dl = -0.039569199261070054\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829490787575196\n", - " 2735 36_gnssbz_0995_10002 dl = -0.036854893672170874\n", - " 2673 16_gnssbx_0656_10002 dl = -0.0346551281578833\n", - "cond(N) = 16022390.256490525\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.0524830856254\n", - " -> max|dx_xyz| [m] = 0.00169411843326553\n", + " 2888 966_ZW_61_10046_812 dl = -0.08503911632782879\n", + " 2885 963_ZW_61_10046_812 dl = -0.08502270150621372\n", + " 2882 960_ZW_61_10046_812 dl = -0.08501280548935508\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07035551985875088\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06899756767153775\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136578278528759\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.060881420871737646\n", + " 3126 1_gnssbz_0645_10002 dl = -0.060288567656243686\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06027349938813131\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05953326298185857\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05882068195933243\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05870443796266045\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801563151931077\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608853634373645\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388776861127553\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05199756767153474\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057736200092222\n", + " 3135 10_gnssbz_0648_10002 dl = -0.050495297226007096\n", + " 3295 1166_niv_812_10048 dl = 0.04942233999999973\n", + " 3248 1119_niv_10048_812 dl = -0.04939733999999972\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04885480664961506\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646229166974081\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04440470277040731\n", + " 3242 1113_niv_10043_10052 dl = 0.043485879999999505\n", + " 3235 1106_niv_10052_10043 dl = -0.043325879999999505\n", + " 3381 lA_Z10054 dl = -0.042817979119718075\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044580663442687\n", + " 3377 lA_Z10037 dl = -0.04023840930312872\n", + " 3161 36_gnssbz_0995_10002 dl = -0.0398556056943562\n", + " 3144 19_gnssbz_0656_10028 dl = 0.0397888806283504\n", + "N[j,j] = 18864787.896662317\n", + "sum|N[j,:]| = 560224405.6282117\n", + "cond(N) = 15966612.172861746\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.143471417859075\n", + " -> max|dx_xyz| [m] = 0.006130445348779983\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.718189301 dx -0.0012262924064805152 new 3794850.7169630085\n", + "PRE Y812 547011.1405079805 dx 0.005117741889510964 new 547011.1456257224\n", + "PRE Z812 5080075.02647831 dx -0.0003282688623056857 new 5080075.026150041\n", "\n", "============================================================\n", "ITERATION 2\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412376697103\n", + " 898 968_SD_62_10048_812 A= 0.8053412376697103\n", + " 902 972_SD_62_10048_812 A= 0.8053412376697103\n", + " 906 976_SD_62_10048_812 A= 0.8053412376697103\n", + " 896 966_SD_61_10046_812 A= 0.7940267111397834\n", + " 890 960_SD_61_10046_812 A= 0.7940267111397834\n", + " 893 963_SD_61_10046_812 A= 0.7940267111397834\n", + " 881 951_SD_60_10047_812 A= 0.788383267778373\n", + " 885 955_SD_60_10047_812 A= 0.788383267778373\n", + " 877 947_SD_60_10047_812 A= 0.788383267778373\n", + " 3230 1101_niv_10047_812 A= 0.5936974460914305\n", + " 3248 1119_niv_10048_812 A= 0.5936974460914305\n", + " 3195 1066_niv_812_10047 A= -0.5936974460914305\n", + " 3326 1197_niv_10045_812 A= 0.5936974460914305\n", + " 3327 1198_niv_812_816 A= -0.5936974460914305\n", + " 3297 1168_niv_816_812 A= 0.5936974460914305\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913579318442367\n", + " 896 966_SD_61_10046_812 A= -0.3913579318442367\n", + " 893 963_SD_61_10046_812 A= -0.3913579318442367\n", + " 890 960_SD_61_10046_812 A= -0.3913579318442367\n", + " 885 955_SD_60_10047_812 A= -0.29729926654895067\n", + " 881 951_SD_60_10047_812 A= -0.29729926654895067\n", + " 877 947_SD_60_10047_812 A= -0.29729926654895067\n", + " 1889 963_R_61_10046_812 A= -0.17570704974161688\n", + " 1892 966_R_61_10046_812 A= -0.17570704974161688\n", + " 1886 960_R_61_10046_812 A= -0.17570704974161688\n", + " 898 968_SD_62_10048_812 A= -0.11441300208233895\n", + " 902 972_SD_62_10048_812 A= -0.11441300208233895\n", + " 906 976_SD_62_10048_812 A= -0.11441300208233895\n", + " 3230 1101_niv_10047_812 A= 0.08557889212607586\n", + " 3327 1198_niv_812_816 A= -0.08557889212607586\n", + " 3297 1168_niv_816_812 A= 0.08557889212607586\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247376046977\n", + " 3326 1197_niv_10045_812 A= 0.8001247376046977\n", + " 3327 1198_niv_812_816 A= -0.8001247376046977\n", + " 3297 1168_niv_816_812 A= 0.8001247376046977\n", + " 3298 1169_niv_812_10045 A= -0.8001247376046977\n", + " 3294 1165_niv_FH3_812 A= 0.8001247376046977\n", + " 3295 1166_niv_812_10048 A= -0.8001247376046977\n", + " 3248 1119_niv_10048_812 A= 0.8001247376046977\n", + " 3249 1120_niv_812_FH3 A= -0.8001247376046977\n", + " 3230 1101_niv_10047_812 A= 0.8001247376046977\n", + " 3195 1066_niv_812_10047 A= -0.8001247376046977\n", + " 898 968_SD_62_10048_812 A= -0.5816658455360141\n", + " 906 976_SD_62_10048_812 A= -0.5816658455360141\n", + " 902 972_SD_62_10048_812 A= -0.5816658455360141\n", + " 877 947_SD_60_10047_812 A= -0.5385767997199193\n", + " 885 955_SD_60_10047_812 A= -0.5385767997199193\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.418361912 | finite: True\n", - "Y10009 = 546740.0679886105 | finite: True\n", - "Z10009 = 5080165.882464071 | finite: True\n", - "X10006 = 3794766.3308648183 | finite: True\n", - "Y10006 = 546707.6220995437 | finite: True\n", - "Z10006 = 5080169.704359322 | finite: True\n", - "s0(10009-10006) = 32.688304492175455 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.454160159 | finite: True\n", + "Y10009 = 546740.07214172 | finite: True\n", + "Z10009 = 5080165.928328721 | finite: True\n", + "X10006 = 3794766.3329704935 | finite: True\n", + "Y10006 = 546707.6211818542 | finite: True\n", + "Z10006 = 5080169.7050306145 | finite: True\n", + "s0(10009-10006) = 32.689223601557 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.02065399\n", + "NH10014 = 4.01924424\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 2 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255494078770596\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014080733358895\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840010398242157\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802858468378\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820677659037756\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.05699355555225338\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235199246672\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.055211420434716274\n", - " 2760 45_gnssbx_1675_10026 dl = 0.054217042903474066\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169388496869942\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.04928661260680656\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800487200373027\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952123785018896\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714166369285522\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356592560930039\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314080733358594\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607731773984\n", - " 2838 lA_X10026 dl = 0.04212421923875809\n", - " 2858 lA_Z10026 dl = 0.04171791020780802\n", - " 2633 2_gnssbz_0645_10026 dl = 0.04129699915938545\n", - " 2655 10_gnssbx_0648_10002 dl = -0.04093392268259777\n", - " 2684 19_gnssbz_0656_10028 dl = 0.04061052506864371\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422041058616\n", - " 2645 6_gnssbz_0645_10002 dl = 0.0382919714156742\n", - " 2735 36_gnssbz_0995_10002 dl = -0.036863364050987\n", - " 2673 16_gnssbx_0656_10002 dl = -0.034654443635790955\n", - "cond(N) = 16022390.15646968\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.0526769991923\n", - " -> max|dx_xyz| [m] = 3.2181110322775427e-07\n", + " 2888 966_ZW_61_10046_812 dl = -0.08509036912353674\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507395430192166\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506405828506303\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034574749097544\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900007758587634\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06135980090039084\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087581430983846\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030219663080061\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.060259905803832226\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.059525364900764544\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881057804072043\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.058692424832770484\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801501638075024\n", + " 3024 37_gnssbx_0995_10026 dl = 0.0560878155000637\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388483960177837\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200007758587333\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057106672597911\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050362138717901\n", + " 3295 1166_niv_812_10048 dl = 0.04940576999999963\n", + " 3248 1119_niv_10048_812 dl = -0.049380769999999616\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840812596608885\n", + " 2997 10_gnssbx_0648_10002 dl = -0.0464633962183143\n", + " 3138 13_gnssbz_0648_10002 dl = 0.0443963786092354\n", + " 3242 1113_niv_10043_10052 dl = 0.04348662000000034\n", + " 3235 1106_niv_10052_10043 dl = -0.043326620000000336\n", + " 3381 lA_Z10054 dl = -0.04276588372886181\n", + " 3141 16_gnssbz_0656_10002 dl = -0.040442931641639035\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039858169625404116\n", + " 3377 lA_Z10037 dl = -0.03984223026782274\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974584234953227\n", + "N[j,j] = 18870146.199355837\n", + "sum|N[j,:]| = 560283093.4544252\n", + "cond(N) = 15966612.047319164\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952749925167\n", + " -> max|dx_xyz| [m] = 0.0003044150354209516\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7169630085 dx -0.00017987100525362478 new 3794850.7167831375\n", + "PRE Y812 547011.1456257224 dx -6.543918015475923e-06 new 547011.1456191784\n", + "PRE Z812 5080075.026150041 dx -0.0003024679752733716 new 5080075.025847573\n", "\n", "============================================================\n", "ITERATION 3\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412595297532\n", + " 898 968_SD_62_10048_812 A= 0.8053412595297532\n", + " 902 972_SD_62_10048_812 A= 0.8053412595297532\n", + " 906 976_SD_62_10048_812 A= 0.8053412595297532\n", + " 896 966_SD_61_10046_812 A= 0.7940272016979377\n", + " 890 960_SD_61_10046_812 A= 0.7940272016979377\n", + " 893 963_SD_61_10046_812 A= 0.7940272016979377\n", + " 881 951_SD_60_10047_812 A= 0.7883833130574966\n", + " 885 955_SD_60_10047_812 A= 0.7883833130574966\n", + " 877 947_SD_60_10047_812 A= 0.7883833130574966\n", + " 3230 1101_niv_10047_812 A= 0.5936974460957514\n", + " 3248 1119_niv_10048_812 A= 0.5936974460957514\n", + " 3195 1066_niv_812_10047 A= -0.5936974460957514\n", + " 3326 1197_niv_10045_812 A= 0.5936974460957514\n", + " 3327 1198_niv_812_816 A= -0.5936974460957514\n", + " 3297 1168_niv_816_812 A= 0.5936974460957514\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913579143935117\n", + " 896 966_SD_61_10046_812 A= -0.3913579143935117\n", + " 893 963_SD_61_10046_812 A= -0.3913579143935117\n", + " 890 960_SD_61_10046_812 A= -0.3913579143935117\n", + " 885 955_SD_60_10047_812 A= -0.2972993027138079\n", + " 881 951_SD_60_10047_812 A= -0.2972993027138079\n", + " 877 947_SD_60_10047_812 A= -0.2972993027138079\n", + " 1889 963_R_61_10046_812 A= -0.17570687427320417\n", + " 1892 966_R_61_10046_812 A= -0.17570687427320417\n", + " 1886 960_R_61_10046_812 A= -0.17570687427320417\n", + " 898 968_SD_62_10048_812 A= -0.11441303993581169\n", + " 902 972_SD_62_10048_812 A= -0.11441303993581169\n", + " 906 976_SD_62_10048_812 A= -0.11441303993581169\n", + " 3230 1101_niv_10047_812 A= 0.08557889212973123\n", + " 3327 1198_niv_812_816 A= -0.08557889212973123\n", + " 3297 1168_niv_816_812 A= 0.08557889212973123\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247376011007\n", + " 3326 1197_niv_10045_812 A= 0.8001247376011007\n", + " 3327 1198_niv_812_816 A= -0.8001247376011007\n", + " 3297 1168_niv_816_812 A= 0.8001247376011007\n", + " 3298 1169_niv_812_10045 A= -0.8001247376011007\n", + " 3294 1165_niv_FH3_812 A= 0.8001247376011007\n", + " 3295 1166_niv_812_10048 A= -0.8001247376011007\n", + " 3248 1119_niv_10048_812 A= 0.8001247376011007\n", + " 3249 1120_niv_812_FH3 A= -0.8001247376011007\n", + " 3230 1101_niv_10047_812 A= 0.8001247376011007\n", + " 3195 1066_niv_812_10047 A= -0.8001247376011007\n", + " 898 968_SD_62_10048_812 A= -0.5816658078241123\n", + " 906 976_SD_62_10048_812 A= -0.5816658078241123\n", + " 902 972_SD_62_10048_812 A= -0.5816658078241123\n", + " 877 947_SD_60_10047_812 A= -0.5385767134757767\n", + " 885 955_SD_60_10047_812 A= -0.5385767134757767\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886176 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.688304501639465 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4539759695 | finite: True\n", + "Y10009 = 546740.0721372671 | finite: True\n", + "Z10009 = 5080165.928026417 | finite: True\n", + "X10006 = 3794766.332786323 | finite: True\n", + "Y10006 = 546707.621177411 | finite: True\n", + "Z10006 = 5080169.704728326 | finite: True\n", + "s0(10009-10006) = 32.68922359291614 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.02030246\n", + "NH10014 = 4.01889276\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 3 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.160327809\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267528054338\n", - " -> max|dx_xyz| [m] = 7.603693301353458e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508941603900189\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507300121738681\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506310520052818\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034586902857143\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900021076500451\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06135994246142218\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087598427620833\n", + " 3126 1_gnssbz_0645_10002 dl = -0.060302218051219825\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026009486231487\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952553021052154\n", + " 3170 45_gnssbz_1675_10026 dl = 0.058810730777622666\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869260923464026\n", + " 2988 1_gnssbx_0645_10002 dl = -0.058015023831330836\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608798080982069\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388502027835784\n", + " 3152 27_gnssbz_0656_10026 dl = 0.0520002107650015\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057120456172015\n", + " 3135 10_gnssbz_0648_10002 dl = -0.050503584134276025\n", + " 3295 1166_niv_812_10048 dl = 0.049407829999999986\n", + " 3248 1119_niv_10048_812 dl = -0.049382829999999975\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884095043234993\n", + " 2997 10_gnssbx_0648_10002 dl = -0.046463366415991914\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439641586213838\n", + " 3242 1113_niv_10043_10052 dl = 0.0434864800000003\n", + " 3235 1106_niv_10052_10043 dl = -0.0433264800000003\n", + " 3381 lA_Z10054 dl = -0.04246413987129927\n", + " 3141 16_gnssbz_0656_10002 dl = -0.040442957718671124\n", + " 3161 36_gnssbz_0995_10002 dl = -0.0398581482049849\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974654736072125\n", + " 3377 lA_Z10037 dl = -0.03953969571739435\n", + "N[j,j] = 18870136.428159826\n", + "sum|N[j,:]| = 560283009.2849021\n", + "cond(N) = 15966612.047405677\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.149527797449295\n", + " -> max|dx_xyz| [m] = 0.00029987924235913614\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7167831375 dx -0.0001819904574944379 new 3794850.716601147\n", + "PRE Y812 547011.1456191784 dx -4.369392636457557e-06 new 547011.145614809\n", + "PRE Z812 5080075.025847573 dx -0.00029824646382209266 new 5080075.025549326\n", "\n", "============================================================\n", "ITERATION 4\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412591904245\n", + " 898 968_SD_62_10048_812 A= 0.8053412591904245\n", + " 902 972_SD_62_10048_812 A= 0.8053412591904245\n", + " 906 976_SD_62_10048_812 A= 0.8053412591904245\n", + " 896 966_SD_61_10046_812 A= 0.7940272123099767\n", + " 890 960_SD_61_10046_812 A= 0.7940272123099767\n", + " 893 963_SD_61_10046_812 A= 0.7940272123099767\n", + " 881 951_SD_60_10047_812 A= 0.7883833141882068\n", + " 885 955_SD_60_10047_812 A= 0.7883833141882068\n", + " 877 947_SD_60_10047_812 A= 0.7883833141882068\n", + " 3230 1101_niv_10047_812 A= 0.593697446099525\n", + " 3248 1119_niv_10048_812 A= 0.593697446099525\n", + " 3195 1066_niv_812_10047 A= -0.593697446099525\n", + " 3326 1197_niv_10045_812 A= 0.593697446099525\n", + " 3327 1198_niv_812_816 A= -0.593697446099525\n", + " 3297 1168_niv_816_812 A= 0.593697446099525\n", + "Y812 j= 148 nnz= 37 maxabs= 0.39135791096156153\n", + " 896 966_SD_61_10046_812 A= -0.39135791096156153\n", + " 893 963_SD_61_10046_812 A= -0.39135791096156153\n", + " 890 960_SD_61_10046_812 A= -0.39135791096156153\n", + " 885 955_SD_60_10047_812 A= -0.2972993015362345\n", + " 881 951_SD_60_10047_812 A= -0.2972993015362345\n", + " 877 947_SD_60_10047_812 A= -0.2972993015362345\n", + " 1889 963_R_61_10046_812 A= -0.1757068801947846\n", + " 1892 966_R_61_10046_812 A= -0.1757068801947846\n", + " 1886 960_R_61_10046_812 A= -0.1757068801947846\n", + " 898 968_SD_62_10048_812 A= -0.11441303880569417\n", + " 902 972_SD_62_10048_812 A= -0.11441303880569417\n", + " 906 976_SD_62_10048_812 A= -0.11441303880569417\n", + " 3230 1101_niv_10047_812 A= 0.08557889213369574\n", + " 3327 1198_niv_812_816 A= -0.08557889213369574\n", + " 3297 1168_niv_816_812 A= 0.08557889213369574\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375978766\n", + " 3326 1197_niv_10045_812 A= 0.8001247375978766\n", + " 3327 1198_niv_812_816 A= -0.8001247375978766\n", + " 3297 1168_niv_816_812 A= 0.8001247375978766\n", + " 3298 1169_niv_812_10045 A= -0.8001247375978766\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375978766\n", + " 3295 1166_niv_812_10048 A= -0.8001247375978766\n", + " 3248 1119_niv_10048_812 A= 0.8001247375978766\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375978766\n", + " 3230 1101_niv_10047_812 A= 0.8001247375978766\n", + " 3195 1066_niv_812_10047 A= -0.8001247375978766\n", + " 898 968_SD_62_10048_812 A= -0.5816658085162201\n", + " 906 976_SD_62_10048_812 A= -0.5816658085162201\n", + " 902 972_SD_62_10048_812 A= -0.5816658085162201\n", + " 877 947_SD_60_10047_812 A= -0.5385767124706436\n", + " 885 955_SD_60_10047_812 A= -0.5385767124706436\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.453794459 | finite: True\n", + "Y10009 = 546740.0721328817 | finite: True\n", + "Z10009 = 5080165.927728492 | finite: True\n", + "X10006 = 3794766.332604824 | finite: True\n", + "Y10006 = 546707.6211730284 | finite: True\n", + "Z10006 = 5080169.704430409 | finite: True\n", + "s0(10009-10006) = 32.68922359082721 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.0199559\n", + "NH10014 = 4.01854631\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 4 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508939721713626\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507298239552119\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506308637866256\n", + " 3004 17_gnssbx_0656_10026 dl = 0.0703458848610552\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900023777335917\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061359958759567235\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.0608760257200629\n", + " 3126 1_gnssbz_0645_10002 dl = -0.060302274861896876\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.0602601451537339\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952556327247294\n", + " 3170 45_gnssbz_1675_10026 dl = 0.058810748472751584\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869264928151097\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801505922158867\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608804739938478\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388510409738956\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200023777335616\n", + " 2989 2_gnssbx_0645_10026 dl = 0.050571217600236196\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050358320295345\n", + " 3295 1166_niv_812_10048 dl = 0.04940780000000017\n", + " 3248 1119_niv_10048_812 dl = -0.04938280000000016\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884095322631765\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646336548466934\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439641679346096\n", + " 3242 1113_niv_10043_10052 dl = 0.043486420000000664\n", + " 3235 1106_niv_10052_10043 dl = -0.043326420000000664\n", + " 3381 lA_Z10054 dl = -0.04216671735048294\n", + " 3141 16_gnssbz_0656_10002 dl = -0.040442990314961236\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985812399059796\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974708007723393\n", + " 3377 lA_Z10037 dl = -0.03924149740487337\n", + "N[j,j] = 18870136.771604598\n", + "sum|N[j,:]| = 560283012.301665\n", + "cond(N) = 15966612.05031518\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952773996883\n", + " -> max|dx_xyz| [m] = 0.00029540357098348837\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.716601147 dx -0.000179170085354792 new 3794850.7164219767\n", + "PRE Y812 547011.145614809 dx -4.373792958121461e-06 new 547011.1456104352\n", + "PRE Z812 5080075.025549326 dx -0.00029388068716067845 new 5080075.025255445\n", "\n", "============================================================\n", "ITERATION 5\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.805341258702087\n", + " 898 968_SD_62_10048_812 A= 0.805341258702087\n", + " 902 972_SD_62_10048_812 A= 0.805341258702087\n", + " 906 976_SD_62_10048_812 A= 0.805341258702087\n", + " 896 966_SD_61_10046_812 A= 0.7940272201347746\n", + " 890 960_SD_61_10046_812 A= 0.7940272201347746\n", + " 893 963_SD_61_10046_812 A= 0.7940272201347746\n", + " 881 951_SD_60_10047_812 A= 0.7883833150222823\n", + " 885 955_SD_60_10047_812 A= 0.7883833150222823\n", + " 877 947_SD_60_10047_812 A= 0.7883833150222823\n", + " 3230 1101_niv_10047_812 A= 0.5936974461032599\n", + " 3248 1119_niv_10048_812 A= 0.5936974461032599\n", + " 3195 1066_niv_812_10047 A= -0.5936974461032599\n", + " 3326 1197_niv_10045_812 A= 0.5936974461032599\n", + " 3327 1198_niv_812_816 A= -0.5936974461032599\n", + " 3297 1168_niv_816_812 A= 0.5936974461032599\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913579092714875\n", + " 896 966_SD_61_10046_812 A= -0.3913579092714875\n", + " 893 963_SD_61_10046_812 A= -0.3913579092714875\n", + " 890 960_SD_61_10046_812 A= -0.3913579092714875\n", + " 885 955_SD_60_10047_812 A= -0.29729930127065163\n", + " 881 951_SD_60_10047_812 A= -0.29729930127065163\n", + " 877 947_SD_60_10047_812 A= -0.29729930127065163\n", + " 1889 963_R_61_10046_812 A= -0.17570688018141006\n", + " 1892 966_R_61_10046_812 A= -0.17570688018141006\n", + " 1886 960_R_61_10046_812 A= -0.17570688018141006\n", + " 898 968_SD_62_10048_812 A= -0.11441303878686909\n", + " 902 972_SD_62_10048_812 A= -0.11441303878686909\n", + " 906 976_SD_62_10048_812 A= -0.11441303878686909\n", + " 3230 1101_niv_10047_812 A= 0.08557889213759035\n", + " 3327 1198_niv_812_816 A= -0.08557889213759035\n", + " 3297 1168_niv_816_812 A= 0.08557889213759035\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375946887\n", + " 3326 1197_niv_10045_812 A= 0.8001247375946887\n", + " 3327 1198_niv_812_816 A= -0.8001247375946887\n", + " 3297 1168_niv_816_812 A= 0.8001247375946887\n", + " 3298 1169_niv_812_10045 A= -0.8001247375946887\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375946887\n", + " 3295 1166_niv_812_10048 A= -0.8001247375946887\n", + " 3248 1119_niv_10048_812 A= 0.8001247375946887\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375946887\n", + " 3230 1101_niv_10047_812 A= 0.8001247375946887\n", + " 3195 1066_niv_812_10047 A= -0.8001247375946887\n", + " 898 968_SD_62_10048_812 A= -0.5816658091960473\n", + " 906 976_SD_62_10048_812 A= -0.5816658091960473\n", + " 902 972_SD_62_10048_812 A= -0.5816658091960473\n", + " 877 947_SD_60_10047_812 A= -0.5385767113963053\n", + " 885 955_SD_60_10047_812 A= -0.5385767113963053\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4536156557 | finite: True\n", + "Y10009 = 546740.0721285616 | finite: True\n", + "Z10009 = 5080165.92743501 | finite: True\n", + "X10006 = 3794766.3324260376 | finite: True\n", + "Y10006 = 546707.6211687116 | finite: True\n", + "Z10006 = 5080169.7041369425 | finite: True\n", + "s0(10009-10006) = 32.68922358872998 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01961452\n", + "NH10014 = 4.01820504\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 5 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.0850893828431265\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507296802151143\n", + " 2882 960_ZW_61_10046_812 dl = -0.0850630720046528\n", + " 3004 17_gnssbx_0656_10026 dl = 0.0703458992965551\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900026105642354\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06135997319506714\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087606576693361\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030232980992878\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026019358250778\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952559540310176\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881076430523535\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.0586926883970591\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801509228354007\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608811072931985\n", + " 3162 37_gnssbz_0995_10026 dl = 0.0538851832598084\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200026105642053\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057122924176838\n", + " 3135 10_gnssbz_0648_10002 dl = -0.0505035813403083\n", + " 3295 1166_niv_812_10048 dl = 0.04940775999999997\n", + " 3248 1119_niv_10048_812 dl = -0.049382759999999956\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840954157640226\n", + " 2997 10_gnssbx_0648_10002 dl = -0.046463362690701615\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439641865610611\n", + " 3242 1113_niv_10043_10052 dl = 0.04348637000000008\n", + " 3235 1106_niv_10052_10043 dl = -0.04332637000000008\n", + " 3381 lA_Z10054 dl = -0.04187373351305723\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044302291125135\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039858100707533595\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974759975523057\n", + " 3377 lA_Z10037 dl = -0.038947745226323605\n", + "N[j,j] = 18870136.77336056\n", + "sum|N[j,:]| = 560283012.35884\n", + "cond(N) = 15966612.045693161\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952770972651\n", + " -> max|dx_xyz| [m] = 0.0002909952754090688\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7164219767 dx -0.00017649322374563953 new 3794850.7162454836\n", + "PRE Y812 547011.1456104352 dx -4.307915440654969e-06 new 547011.1456061272\n", + "PRE Z812 5080075.025255445 dx -0.00028949419034168567 new 5080075.024965951\n", "\n", "============================================================\n", "ITERATION 6\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412582495393\n", + " 898 968_SD_62_10048_812 A= 0.8053412582495393\n", + " 902 972_SD_62_10048_812 A= 0.8053412582495393\n", + " 906 976_SD_62_10048_812 A= 0.8053412582495393\n", + " 896 966_SD_61_10046_812 A= 0.7940272294540357\n", + " 890 960_SD_61_10046_812 A= 0.7940272294540357\n", + " 893 963_SD_61_10046_812 A= 0.7940272294540357\n", + " 881 951_SD_60_10047_812 A= 0.7883833159731194\n", + " 885 955_SD_60_10047_812 A= 0.7883833159731194\n", + " 877 947_SD_60_10047_812 A= 0.7883833159731194\n", + " 3230 1101_niv_10047_812 A= 0.5936974461069394\n", + " 3248 1119_niv_10048_812 A= 0.5936974461069394\n", + " 3195 1066_niv_812_10047 A= -0.5936974461069394\n", + " 3326 1197_niv_10045_812 A= 0.5936974461069394\n", + " 3327 1198_niv_812_816 A= -0.5936974461069394\n", + " 3297 1168_niv_816_812 A= 0.5936974461069394\n", + "Y812 j= 148 nnz= 37 maxabs= 0.391357907302882\n", + " 896 966_SD_61_10046_812 A= -0.391357907302882\n", + " 893 963_SD_61_10046_812 A= -0.391357907302882\n", + " 890 960_SD_61_10046_812 A= -0.391357907302882\n", + " 885 955_SD_60_10047_812 A= -0.29729930099382873\n", + " 881 951_SD_60_10047_812 A= -0.29729930099382873\n", + " 877 947_SD_60_10047_812 A= -0.29729930099382873\n", + " 1889 963_R_61_10046_812 A= -0.17570688013268942\n", + " 1892 966_R_61_10046_812 A= -0.17570688013268942\n", + " 1886 960_R_61_10046_812 A= -0.17570688013268942\n", + " 898 968_SD_62_10048_812 A= -0.11441303876768313\n", + " 902 972_SD_62_10048_812 A= -0.11441303876768313\n", + " 906 976_SD_62_10048_812 A= -0.11441303876768313\n", + " 3230 1101_niv_10047_812 A= 0.08557889214142692\n", + " 3327 1198_niv_812_816 A= -0.08557889214142692\n", + " 3297 1168_niv_816_812 A= 0.08557889214142692\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375915481\n", + " 3326 1197_niv_10045_812 A= 0.8001247375915481\n", + " 3327 1198_niv_812_816 A= -0.8001247375915481\n", + " 3297 1168_niv_816_812 A= 0.8001247375915481\n", + " 3298 1169_niv_812_10045 A= -0.8001247375915481\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375915481\n", + " 3295 1166_niv_812_10048 A= -0.8001247375915481\n", + " 3248 1119_niv_10048_812 A= 0.8001247375915481\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375915481\n", + " 3230 1101_niv_10047_812 A= 0.8001247375915481\n", + " 3195 1066_niv_812_10047 A= -0.8001247375915481\n", + " 898 968_SD_62_10048_812 A= -0.5816658098263927\n", + " 906 976_SD_62_10048_812 A= -0.5816658098263927\n", + " 902 972_SD_62_10048_812 A= -0.5816658098263927\n", + " 877 947_SD_60_10047_812 A= -0.5385767101572526\n", + " 885 955_SD_60_10047_812 A= -0.5385767101572526\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.453439517 | finite: True\n", + "Y10009 = 546740.0721243058 | finite: True\n", + "Z10009 = 5080165.927145902 | finite: True\n", + "X10006 = 3794766.3322499106 | finite: True\n", + "Y10006 = 546707.6211644585 | finite: True\n", + "Z10006 = 5080169.703847842 | finite: True\n", + "s0(10009-10006) = 32.68922358653345 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01927823\n", + "NH10014 = 4.01786884\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 6 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508936569835557\n", + " 2885 963_ZW_61_10046_812 dl = -0.0850729508767405\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506305485988186\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034591233507115\n", + " 3142 17_gnssbz_0656_10026 dl = 0.0690002843394879\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06135998669924447\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087610348549788\n", + " 3126 1_gnssbz_0645_10002 dl = -0.060302383826638106\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026024014863651\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952562520542415\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881077827507397\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.058692725649962085\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801512534549147\n", + " 3024 37_gnssbx_0995_10026 dl = 0.056088172196609776\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388526055958209\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200028433948489\n", + " 2989 2_gnssbx_0645_10026 dl = 0.0505712394863167\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357947766315\n", + " 3295 1166_niv_812_10048 dl = 0.04940772000000021\n", + " 3248 1119_niv_10048_812 dl = -0.0493827200000002\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840954157640226\n", + " 2997 10_gnssbx_0648_10002 dl = -0.046463360828056466\n", + " 3138 13_gnssbz_0648_10002 dl = 0.044396420518751256\n", + " 3242 1113_niv_10043_10052 dl = 0.043486309999999556\n", + " 3235 1106_niv_10052_10043 dl = -0.043326309999999556\n", + " 3381 lA_Z10054 dl = -0.04158511757850647\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044305364489631\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985807742446923\n", + " 3144 19_gnssbz_0656_10028 dl = 0.039748115707936904\n", + " 3355 lA_X10026 dl = 0.03880293481051922\n", + "N[j,j] = 18870136.77322302\n", + "sum|N[j,:]| = 560283012.3984715\n", + "cond(N) = 15966612.047105554\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952767950892\n", + " -> max|dx_xyz| [m] = 0.00028665141633358736\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7162454836 dx -0.0001738534273355495 new 3794850.7160716304\n", + "PRE Y812 547011.1456061272 dx -4.243057807831194e-06 new 547011.1456018841\n", + "PRE Z812 5080075.024965951 dx -0.0002851637224499857 new 5080075.024680788\n", "\n", "============================================================\n", "ITERATION 7\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.805341257844407\n", + " 898 968_SD_62_10048_812 A= 0.805341257844407\n", + " 902 972_SD_62_10048_812 A= 0.805341257844407\n", + " 906 976_SD_62_10048_812 A= 0.805341257844407\n", + " 896 966_SD_61_10046_812 A= 0.794027238867092\n", + " 890 960_SD_61_10046_812 A= 0.794027238867092\n", + " 893 963_SD_61_10046_812 A= 0.794027238867092\n", + " 881 951_SD_60_10047_812 A= 0.7883833170038804\n", + " 885 955_SD_60_10047_812 A= 0.7883833170038804\n", + " 877 947_SD_60_10047_812 A= 0.7883833170038804\n", + " 3230 1101_niv_10047_812 A= 0.5936974461105637\n", + " 3248 1119_niv_10048_812 A= 0.5936974461105637\n", + " 3195 1066_niv_812_10047 A= -0.5936974461105637\n", + " 3326 1197_niv_10045_812 A= 0.5936974461105637\n", + " 3327 1198_niv_812_816 A= -0.5936974461105637\n", + " 3297 1168_niv_816_812 A= 0.5936974461105637\n", + "Y812 j= 148 nnz= 37 maxabs= 0.39135790529112774\n", + " 896 966_SD_61_10046_812 A= -0.39135790529112774\n", + " 893 963_SD_61_10046_812 A= -0.39135790529112774\n", + " 890 960_SD_61_10046_812 A= -0.39135790529112774\n", + " 885 955_SD_60_10047_812 A= -0.2972993007087309\n", + " 881 951_SD_60_10047_812 A= -0.2972993007087309\n", + " 877 947_SD_60_10047_812 A= -0.2972993007087309\n", + " 1889 963_R_61_10046_812 A= -0.1757068801086995\n", + " 1892 966_R_61_10046_812 A= -0.1757068801086995\n", + " 1886 960_R_61_10046_812 A= -0.1757068801086995\n", + " 898 968_SD_62_10048_812 A= -0.114413038741057\n", + " 902 972_SD_62_10048_812 A= -0.114413038741057\n", + " 906 976_SD_62_10048_812 A= -0.114413038741057\n", + " 3230 1101_niv_10047_812 A= 0.08557889214520614\n", + " 3327 1198_niv_812_816 A= -0.08557889214520614\n", + " 3297 1168_niv_816_812 A= 0.08557889214520614\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375884546\n", + " 3326 1197_niv_10045_812 A= 0.8001247375884546\n", + " 3327 1198_niv_812_816 A= -0.8001247375884546\n", + " 3297 1168_niv_816_812 A= 0.8001247375884546\n", + " 3298 1169_niv_812_10045 A= -0.8001247375884546\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375884546\n", + " 3295 1166_niv_812_10048 A= -0.8001247375884546\n", + " 3248 1119_niv_10048_812 A= 0.8001247375884546\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375884546\n", + " 3230 1101_niv_10047_812 A= 0.8001247375884546\n", + " 3195 1066_niv_812_10047 A= -0.8001247375884546\n", + " 898 968_SD_62_10048_812 A= -0.581665810392553\n", + " 906 976_SD_62_10048_812 A= -0.581665810392553\n", + " 902 972_SD_62_10048_812 A= -0.581665810392553\n", + " 877 947_SD_60_10047_812 A= -0.5385767088057732\n", + " 885 955_SD_60_10047_812 A= -0.5385767088057732\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4532660097 | finite: True\n", + "Y10009 = 546740.0721201135 | finite: True\n", + "Z10009 = 5080165.926861114 | finite: True\n", + "X10006 = 3794766.33207642 | finite: True\n", + "Y10006 = 546707.6211602695 | finite: True\n", + "Z10006 = 5080169.703563068 | finite: True\n", + "s0(10009-10006) = 32.6892235843366 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01894695\n", + "NH10014 = 4.01753767\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 7 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508934839484161\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507293357322654\n", + " 2882 960_ZW_61_10046_812 dl = -0.0850630375563679\n", + " 3004 17_gnssbx_0656_10026 dl = 0.0703459286332162\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900031041652\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136000299738953\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.060876143998029875\n", + " 3126 1_gnssbz_0645_10002 dl = -0.060302437843347434\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026028950873297\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952565780171426\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881079597020289\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869276476551022\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801515840744287\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608823599220614\n", + " 3162 37_gnssbz_0995_10026 dl = 0.053885339722000936\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200031041651698\n", + " 2989 2_gnssbx_0645_10026 dl = 0.050571252524832744\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357947766315\n", + " 3295 1166_niv_812_10048 dl = 0.04940768000000001\n", + " 3248 1119_niv_10048_812 dl = -0.04938268\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840957882930525\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646335849975003\n", + " 3138 13_gnssbz_0648_10002 dl = 0.044396420518751256\n", + " 3242 1113_niv_10043_10052 dl = 0.04348625999999986\n", + " 3235 1106_niv_10052_10043 dl = -0.04332625999999986\n", + " 3381 lA_Z10054 dl = -0.04130081832408905\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044308530986385\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985805600405001\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974862607270779\n", + " 3355 lA_X10026 dl = 0.03897647326812148\n", + "N[j,j] = 18870136.77429923\n", + "sum|N[j,:]| = 560283012.4482083\n", + "cond(N) = 15966612.046280317\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952764973101\n", + " -> max|dx_xyz| [m] = 0.000282372606709506\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7160716304 dx -0.0001712662623023086 new 3794850.7159003643\n", + "PRE Y812 547011.1456018841 dx -4.18025651668344e-06 new 547011.1455977039\n", + "PRE Z812 5080075.024680788 dx -0.00028091744619060285 new 5080075.02439987\n", "\n", "============================================================\n", "ITERATION 8\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412574511287\n", + " 898 968_SD_62_10048_812 A= 0.8053412574511287\n", + " 902 972_SD_62_10048_812 A= 0.8053412574511287\n", + " 906 976_SD_62_10048_812 A= 0.8053412574511287\n", + " 896 966_SD_61_10046_812 A= 0.7940272467179729\n", + " 890 960_SD_61_10046_812 A= 0.7940272467179729\n", + " 893 963_SD_61_10046_812 A= 0.7940272467179729\n", + " 881 951_SD_60_10047_812 A= 0.7883833176993479\n", + " 885 955_SD_60_10047_812 A= 0.7883833176993479\n", + " 877 947_SD_60_10047_812 A= 0.7883833176993479\n", + " 3230 1101_niv_10047_812 A= 0.593697446114134\n", + " 3248 1119_niv_10048_812 A= 0.593697446114134\n", + " 3195 1066_niv_812_10047 A= -0.593697446114134\n", + " 3326 1197_niv_10045_812 A= 0.593697446114134\n", + " 3327 1198_niv_812_816 A= -0.593697446114134\n", + " 3297 1168_niv_816_812 A= 0.593697446114134\n", + "Y812 j= 148 nnz= 37 maxabs= 0.39135790359220163\n", + " 896 966_SD_61_10046_812 A= -0.39135790359220163\n", + " 893 963_SD_61_10046_812 A= -0.39135790359220163\n", + " 890 960_SD_61_10046_812 A= -0.39135790359220163\n", + " 885 955_SD_60_10047_812 A= -0.29729930047005826\n", + " 881 951_SD_60_10047_812 A= -0.29729930047005826\n", + " 877 947_SD_60_10047_812 A= -0.29729930047005826\n", + " 1889 963_R_61_10046_812 A= -0.1757068800821675\n", + " 1892 966_R_61_10046_812 A= -0.1757068800821675\n", + " 1886 960_R_61_10046_812 A= -0.1757068800821675\n", + " 898 968_SD_62_10048_812 A= -0.11441303871257083\n", + " 902 972_SD_62_10048_812 A= -0.11441303871257083\n", + " 906 976_SD_62_10048_812 A= -0.11441303871257083\n", + " 3230 1101_niv_10047_812 A= 0.08557889214892907\n", + " 3327 1198_niv_812_816 A= -0.08557889214892907\n", + " 3297 1168_niv_816_812 A= 0.08557889214892907\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375854074\n", + " 3326 1197_niv_10045_812 A= 0.8001247375854074\n", + " 3327 1198_niv_812_816 A= -0.8001247375854074\n", + " 3297 1168_niv_816_812 A= 0.8001247375854074\n", + " 3298 1169_niv_812_10045 A= -0.8001247375854074\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375854074\n", + " 3295 1166_niv_812_10048 A= -0.8001247375854074\n", + " 3248 1119_niv_10048_812 A= 0.8001247375854074\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375854074\n", + " 3230 1101_niv_10047_812 A= 0.8001247375854074\n", + " 3195 1066_niv_812_10047 A= -0.8001247375854074\n", + " 898 968_SD_62_10048_812 A= -0.5816658109426671\n", + " 906 976_SD_62_10048_812 A= -0.5816658109426671\n", + " 902 972_SD_62_10048_812 A= -0.5816658109426671\n", + " 877 947_SD_60_10047_812 A= -0.5385767079194785\n", + " 885 955_SD_60_10047_812 A= -0.5385767079194785\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.453095092 | finite: True\n", + "Y10009 = 546740.072115984 | finite: True\n", + "Z10009 = 5080165.926580575 | finite: True\n", + "X10006 = 3794766.331905517 | finite: True\n", + "Y10006 = 546707.621156143 | finite: True\n", + "Z10006 = 5080169.703282542 | finite: True\n", + "s0(10009-10006) = 32.689223582235535 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01862063\n", + "NH10014 = 4.01721145\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 8 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.085089333974951\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507291915333592\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506302313647729\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034594260305482\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900033463090693\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136001789855072\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087618264791672\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030249186005676\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.0602603360748617\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952568853535922\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881081273400923\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869280294973578\n", + " 2988 1_gnssbx_0645_10002 dl = -0.058015191935055554\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608829792515735\n", + " 3162 37_gnssbz_0995_10026 dl = 0.0538854179530972\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200033463090392\n", + " 2989 2_gnssbx_0645_10026 dl = 0.050571264166364926\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357854634058\n", + " 3295 1166_niv_812_10048 dl = 0.04940764999999975\n", + " 3248 1119_niv_10048_812 dl = -0.049382649999999736\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840959745575674\n", + " 2997 10_gnssbx_0648_10002 dl = -0.046463357568427455\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439642145007383\n", + " 3242 1113_niv_10043_10052 dl = 0.043486200000000225\n", + " 3235 1106_niv_10052_10043 dl = -0.043326200000000224\n", + " 3381 lA_Z10054 dl = -0.04102075379341841\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044311697483138\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985803365230822\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974912991822066\n", + " 3355 lA_X10026 dl = 0.03914742264896631\n", + "N[j,j] = 18870136.775296684\n", + "sum|N[j,:]| = 560283012.4989569\n", + "cond(N) = 15966612.045736495\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.149527620883376\n", + " -> max|dx_xyz| [m] = 0.00027815833867970464\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7159003643 dx -0.00016870581947343025 new 3794850.7157316585\n", + "PRE Y812 547011.1455977039 dx -4.118155407169991e-06 new 547011.1455935857\n", + "PRE Z812 5080075.02439987 dx -0.0002767191846403271 new 5080075.024123151\n", "\n", "============================================================\n", "ITERATION 9\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412569981646\n", + " 898 968_SD_62_10048_812 A= 0.8053412569981646\n", + " 902 972_SD_62_10048_812 A= 0.8053412569981646\n", + " 906 976_SD_62_10048_812 A= 0.8053412569981646\n", + " 896 966_SD_61_10046_812 A= 0.7940272555280697\n", + " 890 960_SD_61_10046_812 A= 0.7940272555280697\n", + " 893 963_SD_61_10046_812 A= 0.7940272555280697\n", + " 881 951_SD_60_10047_812 A= 0.7883833184797362\n", + " 885 955_SD_60_10047_812 A= 0.7883833184797362\n", + " 877 947_SD_60_10047_812 A= 0.7883833184797362\n", + " 3230 1101_niv_10047_812 A= 0.593697446117651\n", + " 3248 1119_niv_10048_812 A= 0.593697446117651\n", + " 3195 1066_niv_812_10047 A= -0.593697446117651\n", + " 3326 1197_niv_10045_812 A= 0.593697446117651\n", + " 3327 1198_niv_812_816 A= -0.593697446117651\n", + " 3297 1168_niv_816_812 A= 0.593697446117651\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913579017256977\n", + " 896 966_SD_61_10046_812 A= -0.3913579017256977\n", + " 893 963_SD_61_10046_812 A= -0.3913579017256977\n", + " 890 960_SD_61_10046_812 A= -0.3913579017256977\n", + " 885 955_SD_60_10047_812 A= -0.29729930022734563\n", + " 881 951_SD_60_10047_812 A= -0.29729930022734563\n", + " 877 947_SD_60_10047_812 A= -0.29729930022734563\n", + " 1889 963_R_61_10046_812 A= -0.1757068800485766\n", + " 1892 966_R_61_10046_812 A= -0.1757068800485766\n", + " 1886 960_R_61_10046_812 A= -0.1757068800485766\n", + " 898 968_SD_62_10048_812 A= -0.11441303869784547\n", + " 902 972_SD_62_10048_812 A= -0.11441303869784547\n", + " 906 976_SD_62_10048_812 A= -0.11441303869784547\n", + " 3230 1101_niv_10047_812 A= 0.08557889215259629\n", + " 3327 1198_niv_812_816 A= -0.08557889215259629\n", + " 3297 1168_niv_816_812 A= 0.08557889215259629\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375824054\n", + " 3326 1197_niv_10045_812 A= 0.8001247375824054\n", + " 3327 1198_niv_812_816 A= -0.8001247375824054\n", + " 3297 1168_niv_816_812 A= 0.8001247375824054\n", + " 3298 1169_niv_812_10045 A= -0.8001247375824054\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375824054\n", + " 3295 1166_niv_812_10048 A= -0.8001247375824054\n", + " 3248 1119_niv_10048_812 A= 0.8001247375824054\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375824054\n", + " 3230 1101_niv_10047_812 A= 0.8001247375824054\n", + " 3195 1066_niv_812_10047 A= -0.8001247375824054\n", + " 898 968_SD_62_10048_812 A= -0.5816658115727119\n", + " 906 976_SD_62_10048_812 A= -0.5816658115727119\n", + " 902 972_SD_62_10048_812 A= -0.5816658115727119\n", + " 877 947_SD_60_10047_812 A= -0.5385767069111042\n", + " 885 955_SD_60_10047_812 A= -0.5385767069111042\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4529267238 | finite: True\n", + "Y10009 = 546740.0721119156 | finite: True\n", + "Z10009 = 5080165.926304223 | finite: True\n", + "X10006 = 3794766.331737167 | finite: True\n", + "Y10006 = 546707.6211520783 | finite: True\n", + "Z10006 = 5080169.703006208 | finite: True\n", + "s0(10009-10006) = 32.689223580050516 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01829917\n", + "NH10014 = 4.01689009\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 9 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508931777007689\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507290294846181\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506300693160318\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034595890119988\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900036070793902\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061360034662357066\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087622269478743\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030254401412094\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026038543495815\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952572159731062\n", + " 3170 45_gnssbz_1675_10026 dl = 0.058810831360460725\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869284206528391\n", + " 2988 1_gnssbx_0645_10002 dl = -0.058015223134361804\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608836032376985\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388549618419347\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200036070793601\n", + " 2989 2_gnssbx_0645_10026 dl = 0.050571278136203546\n", + " 3135 10_gnssbz_0648_10002 dl = -0.050503577615018\n", + " 3295 1166_niv_812_10048 dl = 0.04940760999999999\n", + " 3248 1119_niv_10048_812 dl = -0.04938260999999998\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884096440218855\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646335524012102\n", + " 3138 13_gnssbz_0648_10002 dl = 0.044396422381396405\n", + " 3242 1113_niv_10043_10052 dl = 0.04348614999999964\n", + " 3235 1106_niv_10052_10043 dl = -0.04332614999999964\n", + " 3381 lA_Z10054 dl = -0.04074487276375294\n", + " 3141 16_gnssbz_0656_10002 dl = -0.040443147708476346\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039858012231889006\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03974962351918521\n", + " 3355 lA_X10026 dl = 0.0393158202059567\n", + "N[j,j] = 18870136.775813114\n", + "sum|N[j,:]| = 560283012.5414333\n", + "cond(N) = 15966612.047397256\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.1495275919554\n", + " -> max|dx_xyz| [m] = 0.00027400655866647374\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7157316585 dx -0.0001661863265372528 new 3794850.7155654724\n", + "PRE Y812 547011.1455935857 dx -4.056352188593207e-06 new 547011.1455895293\n", + "PRE Z812 5080075.024123151 dx -0.00027258673282946037 new 5080075.023850564\n", "\n", "============================================================\n", "ITERATION 10\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412565957926\n", + " 898 968_SD_62_10048_812 A= 0.8053412565957926\n", + " 902 972_SD_62_10048_812 A= 0.8053412565957926\n", + " 906 976_SD_62_10048_812 A= 0.8053412565957926\n", + " 896 966_SD_61_10046_812 A= 0.7940272633789501\n", + " 890 960_SD_61_10046_812 A= 0.7940272633789501\n", + " 893 963_SD_61_10046_812 A= 0.7940272633789501\n", + " 881 951_SD_60_10047_812 A= 0.7883833193646506\n", + " 885 955_SD_60_10047_812 A= 0.7883833193646506\n", + " 877 947_SD_60_10047_812 A= 0.7883833193646506\n", + " 3230 1101_niv_10047_812 A= 0.5936974461211154\n", + " 3248 1119_niv_10048_812 A= 0.5936974461211154\n", + " 3195 1066_niv_812_10047 A= -0.5936974461211154\n", + " 3326 1197_niv_10045_812 A= 0.5936974461211154\n", + " 3327 1198_niv_812_816 A= -0.5936974461211154\n", + " 3297 1168_niv_816_812 A= 0.5936974461211154\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913579000267713\n", + " 896 966_SD_61_10046_812 A= -0.3913579000267713\n", + " 893 963_SD_61_10046_812 A= -0.3913579000267713\n", + " 890 960_SD_61_10046_812 A= -0.3913579000267713\n", + " 885 955_SD_60_10047_812 A= -0.297299299973641\n", + " 881 951_SD_60_10047_812 A= -0.297299299973641\n", + " 877 947_SD_60_10047_812 A= -0.297299299973641\n", + " 1889 963_R_61_10046_812 A= -0.17570688002204693\n", + " 1892 966_R_61_10046_812 A= -0.17570688002204693\n", + " 1886 960_R_61_10046_812 A= -0.17570688002204693\n", + " 898 968_SD_62_10048_812 A= -0.114413038674847\n", + " 902 972_SD_62_10048_812 A= -0.114413038674847\n", + " 906 976_SD_62_10048_812 A= -0.114413038674847\n", + " 3230 1101_niv_10047_812 A= 0.08557889215620877\n", + " 3327 1198_niv_812_816 A= -0.08557889215620877\n", + " 3297 1168_niv_816_812 A= 0.08557889215620877\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375794484\n", + " 3326 1197_niv_10045_812 A= 0.8001247375794484\n", + " 3327 1198_niv_812_816 A= -0.8001247375794484\n", + " 3297 1168_niv_816_812 A= 0.8001247375794484\n", + " 3298 1169_niv_812_10045 A= -0.8001247375794484\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375794484\n", + " 3295 1166_niv_812_10048 A= -0.8001247375794484\n", + " 3248 1119_niv_10048_812 A= 0.8001247375794484\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375794484\n", + " 3230 1101_niv_10047_812 A= 0.8001247375794484\n", + " 3195 1066_niv_812_10047 A= -0.8001247375794484\n", + " 898 968_SD_62_10048_812 A= -0.5816658121343369\n", + " 906 976_SD_62_10048_812 A= -0.5816658121343369\n", + " 902 972_SD_62_10048_812 A= -0.5816658121343369\n", + " 877 947_SD_60_10047_812 A= -0.5385767057557898\n", + " 885 955_SD_60_10047_812 A= -0.5385767057557898\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.452760875 | finite: True\n", + "Y10009 = 546740.0721079087 | finite: True\n", + "Z10009 = 5080165.926032003 | finite: True\n", + "X10006 = 3794766.331571331 | finite: True\n", + "Y10006 = 546707.6211480742 | finite: True\n", + "Z10006 = 5080169.702733997 | finite: True\n", + "s0(10009-10006) = 32.689223577937646 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01798252\n", + "NH10014 = 4.01657353\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 10 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508930335026954\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507288852865447\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506299251179583\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034596868008691\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900037933439052\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136004490690539\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.060876256222400116\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030259616818512\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.060260426413151436\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952574767434271\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881084253633162\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.058692874661574024\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801525526499063\n", + " 3024 37_gnssbx_0995_10026 dl = 0.056088416203124325\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388556603338657\n", + " 3152 27_gnssbz_0656_10026 dl = 0.0520003793343875\n", + " 2989 2_gnssbx_0645_10026 dl = 0.050571285121122855\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357668369543\n", + " 3295 1166_niv_812_10048 dl = 0.049407570000000234\n", + " 3248 1119_niv_10048_812 dl = -0.04938257000000022\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884096160822082\n", + " 2997 10_gnssbx_0648_10002 dl = -0.046463353843137156\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439642331271898\n", + " 3242 1113_niv_10043_10052 dl = 0.04348610999999988\n", + " 3235 1106_niv_10052_10043 dl = -0.04332610999999988\n", + " 3381 lA_Z10054 dl = -0.040473115630447865\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044317844212131\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039857991742792365\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975011060089173\n", + " 3355 lA_X10026 dl = 0.0394816966727376\n", + "N[j,j] = 18870136.776708163\n", + "sum|N[j,:]| = 560283012.5886528\n", + "cond(N) = 15966612.04646452\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952756350724\n", + " -> max|dx_xyz| [m] = 0.0002699170355336723\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7155654724 dx -0.00016370735169664218 new 3794850.715401765\n", + "PRE Y812 547011.1455895293 dx -3.9956269765814135e-06 new 547011.1455855337\n", + "PRE Z812 5080075.023850564 dx -0.00026852067854494203 new 5080075.023582043\n", "\n", "============================================================\n", "ITERATION 11\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412562469813\n", + " 898 968_SD_62_10048_812 A= 0.8053412562469813\n", + " 902 972_SD_62_10048_812 A= 0.8053412562469813\n", + " 906 976_SD_62_10048_812 A= 0.8053412562469813\n", + " 896 966_SD_61_10046_812 A= 0.794027272050027\n", + " 890 960_SD_61_10046_812 A= 0.794027272050027\n", + " 893 963_SD_61_10046_812 A= 0.794027272050027\n", + " 881 951_SD_60_10047_812 A= 0.7883833203048868\n", + " 885 955_SD_60_10047_812 A= 0.7883833203048868\n", + " 877 947_SD_60_10047_812 A= 0.7883833203048868\n", + " 3230 1101_niv_10047_812 A= 0.5936974461245282\n", + " 3248 1119_niv_10048_812 A= 0.5936974461245282\n", + " 3195 1066_niv_812_10047 A= -0.5936974461245282\n", + " 3326 1197_niv_10045_812 A= 0.5936974461245282\n", + " 3327 1198_niv_812_816 A= -0.5936974461245282\n", + " 3297 1168_niv_816_812 A= 0.5936974461245282\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913578982021973\n", + " 896 966_SD_61_10046_812 A= -0.3913578982021973\n", + " 893 963_SD_61_10046_812 A= -0.3913578982021973\n", + " 890 960_SD_61_10046_812 A= -0.3913578982021973\n", + " 885 955_SD_60_10047_812 A= -0.2972992997143784\n", + " 881 951_SD_60_10047_812 A= -0.2972992997143784\n", + " 877 947_SD_60_10047_812 A= -0.2972992997143784\n", + " 1889 963_R_61_10046_812 A= -0.17570687999318213\n", + " 1892 966_R_61_10046_812 A= -0.17570687999318213\n", + " 1886 960_R_61_10046_812 A= -0.17570687999318213\n", + " 898 968_SD_62_10048_812 A= -0.11441303864497282\n", + " 902 972_SD_62_10048_812 A= -0.11441303864497282\n", + " 906 976_SD_62_10048_812 A= -0.11441303864497282\n", + " 3230 1101_niv_10047_812 A= 0.08557889215976743\n", + " 3327 1198_niv_812_816 A= -0.08557889215976743\n", + " 3297 1168_niv_816_812 A= 0.08557889215976743\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375765356\n", + " 3326 1197_niv_10045_812 A= 0.8001247375765356\n", + " 3327 1198_niv_812_816 A= -0.8001247375765356\n", + " 3297 1168_niv_816_812 A= 0.8001247375765356\n", + " 3298 1169_niv_812_10045 A= -0.8001247375765356\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375765356\n", + " 3295 1166_niv_812_10048 A= -0.8001247375765356\n", + " 3248 1119_niv_10048_812 A= 0.8001247375765356\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375765356\n", + " 3230 1101_niv_10047_812 A= 0.8001247375765356\n", + " 3195 1066_niv_812_10047 A= -0.8001247375765356\n", + " 898 968_SD_62_10048_812 A= -0.5816658126231574\n", + " 906 976_SD_62_10048_812 A= -0.5816658126231574\n", + " 902 972_SD_62_10048_812 A= -0.5816658126231574\n", + " 877 947_SD_60_10047_812 A= -0.5385767045225616\n", + " 885 955_SD_60_10047_812 A= -0.5385767045225616\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4525974947 | finite: True\n", + "Y10009 = 546740.0721039611 | finite: True\n", + "Z10009 = 5080165.925763837 | finite: True\n", + "X10006 = 3794766.331407961 | finite: True\n", + "Y10006 = 546707.621144129 | finite: True\n", + "Z10006 = 5080169.702465839 | finite: True\n", + "s0(10009-10006) = 32.68922357611976 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01767058\n", + "NH10014 = 4.01626169\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 11 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508928739379118\n", + " 2885 963_ZW_61_10046_812 dl = -0.0850728725721761\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506297655531747\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034598451257068\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900040448010003\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061360060739389155\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087629487228696\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030264739092672\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.060260472979280166\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952577887364896\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881085930013796\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869291191447701\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801528599863559\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608847720475296\n", + " 3162 37_gnssbz_0995_10026 dl = 0.053885642401837686\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200040448009702\n", + " 2989 2_gnssbx_0645_10026 dl = 0.0505712981596389\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357575237285\n", + " 3295 1166_niv_812_10048 dl = 0.04940754999999991\n", + " 3248 1119_niv_10048_812 dl = -0.0493825499999999\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884096440218855\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646335198049201\n", + " 3138 13_gnssbz_0648_10002 dl = 0.044396424244041555\n", + " 3242 1113_niv_10043_10052 dl = 0.04348605000000025\n", + " 3235 1106_niv_10052_10043 dl = -0.04332605000000025\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044320731312112\n", + " 3381 lA_Z10054 dl = -0.04020540602505207\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039857969391050574\n", + " 3144 19_gnssbz_0656_10028 dl = 0.039750585575404784\n", + " 3355 lA_X10026 dl = 0.039645107463002205\n", + "N[j,j] = 18870136.77764217\n", + "sum|N[j,:]| = 560283012.6350806\n", + "cond(N) = 15966612.045992792\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952753579121\n", + " -> max|dx_xyz| [m] = 0.0002658882266524416\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.715401765 dx -0.0001612653701315237 new 3794850.7152404995\n", + "PRE Y812 547011.1455855337 dx -3.936689267669471e-06 new 547011.145581597\n", + "PRE Z812 5080075.023582043 dx -0.0002645140053323236 new 5080075.023317529\n", "\n", "============================================================\n", "ITERATION 12\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412557370715\n", + " 898 968_SD_62_10048_812 A= 0.8053412557370715\n", + " 902 972_SD_62_10048_812 A= 0.8053412557370715\n", + " 906 976_SD_62_10048_812 A= 0.8053412557370715\n", + " 896 966_SD_61_10046_812 A= 0.7940272794769052\n", + " 890 960_SD_61_10046_812 A= 0.7940272794769052\n", + " 893 963_SD_61_10046_812 A= 0.7940272794769052\n", + " 881 951_SD_60_10047_812 A= 0.7883833208360232\n", + " 885 955_SD_60_10047_812 A= 0.7883833208360232\n", + " 877 947_SD_60_10047_812 A= 0.7883833208360232\n", + " 3230 1101_niv_10047_812 A= 0.5936974461278901\n", + " 3248 1119_niv_10048_812 A= 0.5936974461278901\n", + " 3195 1066_niv_812_10047 A= -0.5936974461278901\n", + " 3326 1197_niv_10045_812 A= 0.5936974461278901\n", + " 3327 1198_niv_812_816 A= -0.5936974461278901\n", + " 3297 1168_niv_816_812 A= 0.5936974461278901\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913578966479836\n", + " 896 966_SD_61_10046_812 A= -0.3913578966479836\n", + " 893 963_SD_61_10046_812 A= -0.3913578966479836\n", + " 890 960_SD_61_10046_812 A= -0.3913578966479836\n", + " 885 955_SD_60_10047_812 A= -0.29729929950969197\n", + " 881 951_SD_60_10047_812 A= -0.29729929950969197\n", + " 877 947_SD_60_10047_812 A= -0.29729929950969197\n", + " 1889 963_R_61_10046_812 A= -0.17570687997769543\n", + " 1892 966_R_61_10046_812 A= -0.17570687997769543\n", + " 1886 960_R_61_10046_812 A= -0.17570687997769543\n", + " 898 968_SD_62_10048_812 A= -0.11441303864018637\n", + " 902 972_SD_62_10048_812 A= -0.11441303864018637\n", + " 906 976_SD_62_10048_812 A= -0.11441303864018637\n", + " 3230 1101_niv_10047_812 A= 0.08557889216327287\n", + " 3327 1198_niv_812_816 A= -0.08557889216327287\n", + " 3297 1168_niv_816_812 A= 0.08557889216327287\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375736661\n", + " 3326 1197_niv_10045_812 A= 0.8001247375736661\n", + " 3327 1198_niv_812_816 A= -0.8001247375736661\n", + " 3297 1168_niv_816_812 A= 0.8001247375736661\n", + " 3298 1169_niv_812_10045 A= -0.8001247375736661\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375736661\n", + " 3295 1166_niv_812_10048 A= -0.8001247375736661\n", + " 3248 1119_niv_10048_812 A= 0.8001247375736661\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375736661\n", + " 3230 1101_niv_10047_812 A= 0.8001247375736661\n", + " 3195 1066_niv_812_10047 A= -0.8001247375736661\n", + " 898 968_SD_62_10048_812 A= -0.5816658133300907\n", + " 906 976_SD_62_10048_812 A= -0.5816658133300907\n", + " 902 972_SD_62_10048_812 A= -0.5816658133300907\n", + " 877 947_SD_60_10047_812 A= -0.538576703858058\n", + " 885 955_SD_60_10047_812 A= -0.538576703858058\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4524365556 | finite: True\n", + "Y10009 = 546740.0721000723 | finite: True\n", + "Z10009 = 5080165.925499679 | finite: True\n", + "X10006 = 3794766.331247037 | finite: True\n", + "Y10006 = 546707.6211402431 | finite: True\n", + "Z10006 = 5080169.702201693 | finite: True\n", + "s0(10009-10006) = 32.68922357411032 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01736331\n", + "NH10014 = 4.01595452\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 12 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508927372149966\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507285889988458\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506296288302595\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034599941373187\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900042869448697\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061360076106211636\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087633305651252\n", + " 3126 1_gnssbz_0645_10002 dl = -0.0603026958197006\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.0602605195454089\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952580960729392\n", + " 3170 45_gnssbz_1675_10026 dl = 0.058810876063944306\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869294916737999\n", + " 2988 1_gnssbx_0645_10002 dl = -0.058015316266619266\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608853680939774\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388571597632108\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200042869448396\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057131073249366\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357295840513\n", + " 3295 1166_niv_812_10048 dl = 0.049407500000000215\n", + " 3248 1119_niv_10048_812 dl = -0.049382500000000204\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840968127478845\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646334965218557\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439642703800928\n", + " 3242 1113_niv_10043_10052 dl = 0.043485999999999664\n", + " 3235 1106_niv_10052_10043 dl = -0.04332599999999966\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044323525279836\n", + " 3381 lA_Z10054 dl = -0.0399416983127594\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985794797063136\n", + " 3355 lA_X10026 dl = 0.03980607446283102\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975106520653071\n", + "N[j,j] = 18870136.77911186\n", + "sum|N[j,:]| = 560283012.6834716\n", + "cond(N) = 15966612.045238614\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.149527508025926\n", + " -> max|dx_xyz| [m] = 0.00026192000019835345\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7152404995 dx -0.00015885462926389665 new 3794850.7150816447\n", + "PRE Y812 547011.145581597 dx -3.877243717624148e-06 new 547011.1455777198\n", + "PRE Z812 5080075.023317529 dx -0.0002605622614640479 new 5080075.023056966\n", "\n", "============================================================\n", "ITERATION 13\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412554179048\n", + " 898 968_SD_62_10048_812 A= 0.8053412554179048\n", + " 902 972_SD_62_10048_812 A= 0.8053412554179048\n", + " 906 976_SD_62_10048_812 A= 0.8053412554179048\n", + " 896 966_SD_61_10046_812 A= 0.7940272875988804\n", + " 890 960_SD_61_10046_812 A= 0.7940272875988804\n", + " 893 963_SD_61_10046_812 A= 0.7940272875988804\n", + " 881 951_SD_60_10047_812 A= 0.7883833218706606\n", + " 885 955_SD_60_10047_812 A= 0.7883833218706606\n", + " 877 947_SD_60_10047_812 A= 0.7883833218706606\n", + " 3230 1101_niv_10047_812 A= 0.5936974461312019\n", + " 3248 1119_niv_10048_812 A= 0.5936974461312019\n", + " 3195 1066_niv_812_10047 A= -0.5936974461312019\n", + " 3326 1197_niv_10045_812 A= 0.5936974461312019\n", + " 3327 1198_niv_812_816 A= -0.5936974461312019\n", + " 3297 1168_niv_816_812 A= 0.5936974461312019\n", + "Y812 j= 148 nnz= 37 maxabs= 0.391357894884119\n", + " 896 966_SD_61_10046_812 A= -0.391357894884119\n", + " 893 963_SD_61_10046_812 A= -0.391357894884119\n", + " 890 960_SD_61_10046_812 A= -0.391357894884119\n", + " 885 955_SD_60_10047_812 A= -0.2972992992331883\n", + " 881 951_SD_60_10047_812 A= -0.2972992992331883\n", + " 877 947_SD_60_10047_812 A= -0.2972992992331883\n", + " 1889 963_R_61_10046_812 A= -0.1757068799385911\n", + " 1892 966_R_61_10046_812 A= -0.1757068799385911\n", + " 1886 960_R_61_10046_812 A= -0.1757068799385911\n", + " 898 968_SD_62_10048_812 A= -0.11441303860938686\n", + " 902 972_SD_62_10048_812 A= -0.11441303860938686\n", + " 906 976_SD_62_10048_812 A= -0.11441303860938686\n", + " 3230 1101_niv_10047_812 A= 0.08557889216672605\n", + " 3327 1198_niv_812_816 A= -0.08557889216672605\n", + " 3297 1168_niv_816_812 A= 0.08557889216672605\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375708395\n", + " 3326 1197_niv_10045_812 A= 0.8001247375708395\n", + " 3327 1198_niv_812_816 A= -0.8001247375708395\n", + " 3297 1168_niv_816_812 A= 0.8001247375708395\n", + " 3298 1169_niv_812_10045 A= -0.8001247375708395\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375708395\n", + " 3295 1166_niv_812_10048 A= -0.8001247375708395\n", + " 3248 1119_niv_10048_812 A= 0.8001247375708395\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375708395\n", + " 3230 1101_niv_10047_812 A= 0.8001247375708395\n", + " 3195 1066_niv_812_10047 A= -0.8001247375708395\n", + " 898 968_SD_62_10048_812 A= -0.5816658137780489\n", + " 906 976_SD_62_10048_812 A= -0.5816658137780489\n", + " 902 972_SD_62_10048_812 A= -0.5816658137780489\n", + " 877 947_SD_60_10047_812 A= -0.5385767024961604\n", + " 885 955_SD_60_10047_812 A= -0.5385767024961604\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4522780213 | finite: True\n", + "Y10009 = 546740.0720962421 | finite: True\n", + "Z10009 = 5080165.925239465 | finite: True\n", + "X10006 = 3794766.331088516 | finite: True\n", + "Y10006 = 546707.6211364157 | finite: True\n", + "Z10006 = 5080169.70194149 | finite: True\n", + "s0(10009-10006) = 32.68922357205714 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01706063\n", + "NH10014 = 4.01565192\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 13 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508925880767637\n", + " 2885 963_ZW_61_10046_812 dl = -0.0850728439860613\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506294796920266\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034601524621564\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900045290887391\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136009240435669\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087637124073808\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030274611111963\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026056518021505\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952584080660017\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881089282775065\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869298642028298\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801534653460294\n", + " 3024 37_gnssbx_0995_10026 dl = 0.056088595948381226\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388579048212705\n", + " 3152 27_gnssbz_0656_10026 dl = 0.0520004529088709\n", + " 2989 2_gnssbx_0645_10026 dl = 0.0505713237710097\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357295840513\n", + " 3295 1166_niv_812_10048 dl = 0.04940746999999995\n", + " 3248 1119_niv_10048_812 dl = -0.04938246999999994\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840971852769144\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646334778954042\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439642703800928\n", + " 3242 1113_niv_10043_10052 dl = 0.04348594999999997\n", + " 3235 1106_niv_10052_10043 dl = -0.04332594999999997\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044326505512075\n", + " 3355 lA_X10026 dl = 0.039964642375707626\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039857927481534716\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975152434856\n", + " 3381 lA_Z10054 dl = -0.03968192543834448\n", + "N[j,j] = 18870136.779077493\n", + "sum|N[j,:]| = 560283012.7215261\n", + "cond(N) = 15966612.046802552\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952748101448\n", + " -> max|dx_xyz| [m] = 0.0002580107738620378\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7150816447 dx -0.00015648608487323572 new 3794850.714925159\n", + "PRE Y812 547011.1455777198 dx -3.81911748532177e-06 new 547011.1455739007\n", + "PRE Z812 5080075.023056966 dx -0.00025667655722974656 new 5080075.02280029\n", "\n", "============================================================\n", "ITERATION 14\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412550652922\n", + " 898 968_SD_62_10048_812 A= 0.8053412550652922\n", + " 902 972_SD_62_10048_812 A= 0.8053412550652922\n", + " 906 976_SD_62_10048_812 A= 0.8053412550652922\n", + " 896 966_SD_61_10046_812 A= 0.7940272961639643\n", + " 890 960_SD_61_10046_812 A= 0.7940272961639643\n", + " 893 963_SD_61_10046_812 A= 0.7940272961639643\n", + " 881 951_SD_60_10047_812 A= 0.7883833227052501\n", + " 885 955_SD_60_10047_812 A= 0.7883833227052501\n", + " 877 947_SD_60_10047_812 A= 0.7883833227052501\n", + " 3230 1101_niv_10047_812 A= 0.5936974461344641\n", + " 3248 1119_niv_10048_812 A= 0.5936974461344641\n", + " 3195 1066_niv_812_10047 A= -0.5936974461344641\n", + " 3326 1197_niv_10045_812 A= 0.5936974461344641\n", + " 3327 1198_niv_812_816 A= -0.5936974461344641\n", + " 3297 1168_niv_816_812 A= 0.5936974461344641\n", + "Y812 j= 148 nnz= 37 maxabs= 0.39135789307370067\n", + " 896 966_SD_61_10046_812 A= -0.39135789307370067\n", + " 893 963_SD_61_10046_812 A= -0.39135789307370067\n", + " 890 960_SD_61_10046_812 A= -0.39135789307370067\n", + " 885 955_SD_60_10047_812 A= -0.29729929898927676\n", + " 881 951_SD_60_10047_812 A= -0.29729929898927676\n", + " 877 947_SD_60_10047_812 A= -0.29729929898927676\n", + " 1889 963_R_61_10046_812 A= -0.17570687990442288\n", + " 1892 966_R_61_10046_812 A= -0.17570687990442288\n", + " 1886 960_R_61_10046_812 A= -0.17570687990442288\n", + " 898 968_SD_62_10048_812 A= -0.11441303858703648\n", + " 902 972_SD_62_10048_812 A= -0.11441303858703648\n", + " 906 976_SD_62_10048_812 A= -0.11441303858703648\n", + " 3230 1101_niv_10047_812 A= 0.08557889217012775\n", + " 3327 1198_niv_812_816 A= -0.08557889217012775\n", + " 3297 1168_niv_816_812 A= 0.08557889217012775\n", + "Z812 j= 149 nnz= 37 maxabs= 0.800124737568055\n", + " 3326 1197_niv_10045_812 A= 0.800124737568055\n", + " 3327 1198_niv_812_816 A= -0.800124737568055\n", + " 3297 1168_niv_816_812 A= 0.800124737568055\n", + " 3298 1169_niv_812_10045 A= -0.800124737568055\n", + " 3294 1165_niv_FH3_812 A= 0.800124737568055\n", + " 3295 1166_niv_812_10048 A= -0.800124737568055\n", + " 3248 1119_niv_10048_812 A= 0.800124737568055\n", + " 3249 1120_niv_812_FH3 A= -0.800124737568055\n", + " 3230 1101_niv_10047_812 A= 0.800124737568055\n", + " 3195 1066_niv_812_10047 A= -0.800124737568055\n", + " 898 968_SD_62_10048_812 A= -0.5816658142706528\n", + " 906 976_SD_62_10048_812 A= -0.5816658142706528\n", + " 902 972_SD_62_10048_812 A= -0.5816658142706528\n", + " 877 947_SD_60_10047_812 A= -0.5385767014091069\n", + " 885 955_SD_60_10047_812 A= -0.5385767014091069\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4521218445 | finite: True\n", + "Y10009 = 546740.0720924683 | finite: True\n", + "Z10009 = 5080165.924983123 | finite: True\n", + "X10006 = 3794766.3309323555 | finite: True\n", + "Y10006 = 546707.6211326453 | finite: True\n", + "Z10006 = 5080169.701685164 | finite: True\n", + "s0(10009-10006) = 32.68922356997588 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01676244\n", + "NH10014 = 4.01535384\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 14 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508924305112808\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507282822951301\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506293221265437\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034602735340911\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900047432929313\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061360104045888875\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087640476835077\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030279360857094\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.060260606158408336\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952586734929355\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881090679758927\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869301901657309\n", + " 2988 1_gnssbx_0645_10002 dl = -0.058015375405602754\n", + " 3024 37_gnssbx_0995_10026 dl = 0.056088651362074415\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388585939999757\n", + " 3152 27_gnssbz_0656_10026 dl = 0.052000474329290114\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057133308423545\n", + " 3135 10_gnssbz_0648_10002 dl = -0.050503570164437406\n", + " 3295 1166_niv_812_10048 dl = 0.049407440000000136\n", + " 3248 1119_niv_10048_812 dl = -0.049382440000000125\n", + " 3127 2_gnssbz_0645_10026 dl = 0.048840971852769144\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646334592689527\n", + " 3138 13_gnssbz_0648_10002 dl = 0.044396429831977\n", + " 3242 1113_niv_10043_10052 dl = 0.04348590000000027\n", + " 3235 1106_niv_10052_10043 dl = -0.04332590000000027\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044329113215284\n", + " 3355 lA_X10026 dl = 0.040120843797922134\n", + " 3161 36_gnssbz_0995_10002 dl = -0.0398579060611155\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975198535323443\n", + " 3381 lA_Z10054 dl = -0.03942602127790451\n", + "N[j,j] = 18870136.779651966\n", + "sum|N[j,:]| = 560283012.7658132\n", + "cond(N) = 15966612.046878291\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952745470927\n", + " -> max|dx_xyz| [m] = 0.00025415945845639156\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.714925159 dx -0.00015415274237848977 new 3794850.7147710063\n", + "PRE Y812 547011.1455739007 dx -3.7628537303024984e-06 new 547011.1455701378\n", + "PRE Z812 5080075.02280029 dx -0.0002528481855634346 new 5080075.022547442\n", "\n", "============================================================\n", "ITERATION 15\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412546572114\n", + " 898 968_SD_62_10048_812 A= 0.8053412546572114\n", + " 902 972_SD_62_10048_812 A= 0.8053412546572114\n", + " 906 976_SD_62_10048_812 A= 0.8053412546572114\n", + " 896 966_SD_61_10046_812 A= 0.7940273032537252\n", + " 890 960_SD_61_10046_812 A= 0.7940273032537252\n", + " 893 963_SD_61_10046_812 A= 0.7940273032537252\n", + " 881 951_SD_60_10047_812 A= 0.7883833233470303\n", + " 885 955_SD_60_10047_812 A= 0.7883833233470303\n", + " 877 947_SD_60_10047_812 A= 0.7883833233470303\n", + " 3230 1101_niv_10047_812 A= 0.5936974461376776\n", + " 3248 1119_niv_10048_812 A= 0.5936974461376776\n", + " 3195 1066_niv_812_10047 A= -0.5936974461376776\n", + " 3326 1197_niv_10045_812 A= 0.5936974461376776\n", + " 3327 1198_niv_812_816 A= -0.5936974461376776\n", + " 3297 1168_niv_816_812 A= 0.5936974461376776\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913578915518843\n", + " 896 966_SD_61_10046_812 A= -0.3913578915518843\n", + " 893 963_SD_61_10046_812 A= -0.3913578915518843\n", + " 890 960_SD_61_10046_812 A= -0.3913578915518843\n", + " 885 955_SD_60_10047_812 A= -0.29729929877347433\n", + " 881 951_SD_60_10047_812 A= -0.29729929877347433\n", + " 877 947_SD_60_10047_812 A= -0.29729929877347433\n", + " 1889 963_R_61_10046_812 A= -0.17570687988931122\n", + " 1892 966_R_61_10046_812 A= -0.17570687988931122\n", + " 1886 960_R_61_10046_812 A= -0.17570687988931122\n", + " 898 968_SD_62_10048_812 A= -0.11441303856646251\n", + " 902 972_SD_62_10048_812 A= -0.11441303856646251\n", + " 906 976_SD_62_10048_812 A= -0.11441303856646251\n", + " 3230 1101_niv_10047_812 A= 0.08557889217347861\n", + " 3327 1198_niv_812_816 A= -0.08557889217347861\n", + " 3297 1168_niv_816_812 A= 0.08557889217347861\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375653121\n", + " 3326 1197_niv_10045_812 A= 0.8001247375653121\n", + " 3327 1198_niv_812_816 A= -0.8001247375653121\n", + " 3297 1168_niv_816_812 A= 0.8001247375653121\n", + " 3298 1169_niv_812_10045 A= -0.8001247375653121\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375653121\n", + " 3295 1166_niv_812_10048 A= -0.8001247375653121\n", + " 3248 1119_niv_10048_812 A= 0.8001247375653121\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375653121\n", + " 3230 1101_niv_10047_812 A= 0.8001247375653121\n", + " 3195 1066_niv_812_10047 A= -0.8001247375653121\n", + " 898 968_SD_62_10048_812 A= -0.5816658148397047\n", + " 906 976_SD_62_10048_812 A= -0.5816658148397047\n", + " 902 972_SD_62_10048_812 A= -0.5816658148397047\n", + " 877 947_SD_60_10047_812 A= -0.5385767005887762\n", + " 885 955_SD_60_10047_812 A= -0.5385767005887762\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4519680045 | finite: True\n", + "Y10009 = 546740.0720887512 | finite: True\n", + "Z10009 = 5080165.924730615 | finite: True\n", + "X10006 = 3794766.3307785243 | finite: True\n", + "Y10006 = 546707.6211289304 | finite: True\n", + "Z10006 = 5080169.701432661 | finite: True\n", + "s0(10009-10006) = 32.689223568237814 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01646873\n", + "NH10014 = 4.0150602\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 15 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508923002190505\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507281520028998\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506291918343134\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034603946060258\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900049481838977\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136011661874363\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087643829596345\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030284203734482\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026064713660162\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.059525893891986925\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881091983610531\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.0586930516128632\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801540520792514\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608870537878374\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388592738654552\n", + " 3152 27_gnssbz_0656_10026 dl = 0.052000494818386755\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057134286312248\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050357109575998\n", + " 3295 1166_niv_812_10048 dl = 0.049407409999999874\n", + " 3248 1119_niv_10048_812 dl = -0.04938240999999986\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884097278409172\n", + " 2997 10_gnssbx_0648_10002 dl = -0.0464633449955727\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439642890065443\n", + " 3242 1113_niv_10043_10052 dl = 0.04348584999999969\n", + " 3235 1106_niv_10052_10043 dl = -0.04332584999999969\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044332000315265\n", + " 3355 lA_X10026 dl = 0.040274709928780794\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985788743466401\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975243331939282\n", + " 3381 lA_Z10054 dl = -0.03917394485324621\n", + "N[j,j] = 18870136.78077547\n", + "sum|N[j,:]| = 560283012.8082473\n", + "cond(N) = 15966612.047677845\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.149527428093805\n", + " -> max|dx_xyz| [m] = 0.00025036568107920264\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7147710063 dx -0.0001518519856880773 new 3794850.714619154\n", + "PRE Y812 547011.1455701378 dx -3.706786876194134e-06 new 547011.145566431\n", + "PRE Z812 5080075.022547442 dx -0.0002490732426997457 new 5080075.022298369\n", "\n", "============================================================\n", "ITERATION 16\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.805341254235591\n", + " 898 968_SD_62_10048_812 A= 0.805341254235591\n", + " 902 972_SD_62_10048_812 A= 0.805341254235591\n", + " 906 976_SD_62_10048_812 A= 0.805341254235591\n", + " 896 966_SD_61_10046_812 A= 0.7940273105676671\n", + " 890 960_SD_61_10046_812 A= 0.7940273105676671\n", + " 893 963_SD_61_10046_812 A= 0.7940273105676671\n", + " 881 951_SD_60_10047_812 A= 0.7883833240028119\n", + " 885 955_SD_60_10047_812 A= 0.7883833240028119\n", + " 877 947_SD_60_10047_812 A= 0.7883833240028119\n", + " 3230 1101_niv_10047_812 A= 0.5936974461408431\n", + " 3248 1119_niv_10048_812 A= 0.5936974461408431\n", + " 3195 1066_niv_812_10047 A= -0.5936974461408431\n", + " 3326 1197_niv_10045_812 A= 0.5936974461408431\n", + " 3327 1198_niv_812_816 A= -0.5936974461408431\n", + " 3297 1168_niv_816_812 A= 0.5936974461408431\n", + "Y812 j= 148 nnz= 37 maxabs= 0.39135789003074856\n", + " 896 966_SD_61_10046_812 A= -0.39135789003074856\n", + " 893 963_SD_61_10046_812 A= -0.39135789003074856\n", + " 890 960_SD_61_10046_812 A= -0.39135789003074856\n", + " 885 955_SD_60_10047_812 A= -0.2972992985725152\n", + " 881 951_SD_60_10047_812 A= -0.2972992985725152\n", + " 877 947_SD_60_10047_812 A= -0.2972992985725152\n", + " 1889 963_R_61_10046_812 A= -0.1757068798653915\n", + " 1892 966_R_61_10046_812 A= -0.1757068798653915\n", + " 1886 960_R_61_10046_812 A= -0.1757068798653915\n", + " 898 968_SD_62_10048_812 A= -0.11441303855814139\n", + " 902 972_SD_62_10048_812 A= -0.11441303855814139\n", + " 906 976_SD_62_10048_812 A= -0.11441303855814139\n", + " 3230 1101_niv_10047_812 A= 0.08557889217677944\n", + " 3327 1198_niv_812_816 A= -0.08557889217677944\n", + " 3297 1168_niv_816_812 A= 0.08557889217677944\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375626103\n", + " 3326 1197_niv_10045_812 A= 0.8001247375626103\n", + " 3327 1198_niv_812_816 A= -0.8001247375626103\n", + " 3297 1168_niv_816_812 A= 0.8001247375626103\n", + " 3298 1169_niv_812_10045 A= -0.8001247375626103\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375626103\n", + " 3295 1166_niv_812_10048 A= -0.8001247375626103\n", + " 3248 1119_niv_10048_812 A= 0.8001247375626103\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375626103\n", + " 3230 1101_niv_10047_812 A= 0.8001247375626103\n", + " 3195 1066_niv_812_10047 A= -0.8001247375626103\n", + " 898 968_SD_62_10048_812 A= -0.5816658154250931\n", + " 906 976_SD_62_10048_812 A= -0.5816658154250931\n", + " 902 972_SD_62_10048_812 A= -0.5816658154250931\n", + " 877 947_SD_60_10047_812 A= -0.5385766997397565\n", + " 885 955_SD_60_10047_812 A= -0.5385766997397565\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.451816465 | finite: True\n", + "Y10009 = 546740.0720850903 | finite: True\n", + "Z10009 = 5080165.924481883 | finite: True\n", + "X10006 = 3794766.3306269976 | finite: True\n", + "Y10006 = 546707.621125272 | finite: True\n", + "Z10006 = 5080169.701183939 | finite: True\n", + "s0(10009-10006) = 32.689223566431735 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01617938\n", + "NH10014 = 4.01477096\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 16 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508921655207158\n", + " 2885 963_ZW_61_10046_812 dl = -0.0850728017304565\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506290571359787\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034605389610249\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900051810145413\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061360131519904826\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087647508320515\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030288953479612\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.0602606918400852\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952592369430931\n", + " 3170 45_gnssbz_1675_10026 dl = 0.058810936599911656\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869308793444361\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801543454458624\n", + " 3024 37_gnssbx_0995_10026 dl = 0.056088762189460795\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388599816706119\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200051810145112\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057135497031595\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050356923311483\n", + " 3295 1166_niv_812_10048 dl = 0.04940737000000012\n", + " 3248 1119_niv_10048_812 dl = -0.049382370000000106\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884097650938202\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646334313292755\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439643076329958\n", + " 3242 1113_niv_10043_10052 dl = 0.04348580999999993\n", + " 3235 1106_niv_10052_10043 dl = -0.04332580999999993\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044334794282989\n", + " 3355 lA_X10026 dl = 0.04042628174647689\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985786787688994\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975288128555121\n", + " 3375 lA_Z10026 dl = 0.039077114313840866\n", + "N[j,j] = 18870136.78208387\n", + "sum|N[j,:]| = 560283012.8572766\n", + "cond(N) = 15966612.047656437\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.149527402230134\n", + " -> max|dx_xyz| [m] = 0.0002466292776458359\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.714619154 dx -0.00014958410035719748 new 3794850.71446957\n", + "PRE Y812 547011.145566431 dx -3.6512995981308637e-06 new 547011.1455627797\n", + "PRE Z812 5080075.022298369 dx -0.00024535598327335884 new 5080075.022053013\n", "\n", "============================================================\n", "ITERATION 17\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412538954768\n", + " 898 968_SD_62_10048_812 A= 0.8053412538954768\n", + " 902 972_SD_62_10048_812 A= 0.8053412538954768\n", + " 906 976_SD_62_10048_812 A= 0.8053412538954768\n", + " 896 966_SD_61_10046_812 A= 0.7940273181005693\n", + " 890 960_SD_61_10046_812 A= 0.7940273181005693\n", + " 893 963_SD_61_10046_812 A= 0.7940273181005693\n", + " 881 951_SD_60_10047_812 A= 0.7883833246825506\n", + " 885 955_SD_60_10047_812 A= 0.7883833246825506\n", + " 877 947_SD_60_10047_812 A= 0.7883833246825506\n", + " 3230 1101_niv_10047_812 A= 0.5936974461439614\n", + " 3248 1119_niv_10048_812 A= 0.5936974461439614\n", + " 3195 1066_niv_812_10047 A= -0.5936974461439614\n", + " 3326 1197_niv_10045_812 A= 0.5936974461439614\n", + " 3327 1198_niv_812_816 A= -0.5936974461439614\n", + " 3297 1168_niv_816_812 A= 0.5936974461439614\n", + "Y812 j= 148 nnz= 37 maxabs= 0.39135788837428953\n", + " 896 966_SD_61_10046_812 A= -0.39135788837428953\n", + " 893 963_SD_61_10046_812 A= -0.39135788837428953\n", + " 890 960_SD_61_10046_812 A= -0.39135788837428953\n", + " 885 955_SD_60_10047_812 A= -0.2972992983493888\n", + " 881 951_SD_60_10047_812 A= -0.2972992983493888\n", + " 877 947_SD_60_10047_812 A= -0.2972992983493888\n", + " 1889 963_R_61_10046_812 A= -0.17570687982294944\n", + " 1892 966_R_61_10046_812 A= -0.17570687982294944\n", + " 1886 960_R_61_10046_812 A= -0.17570687982294944\n", + " 898 968_SD_62_10048_812 A= -0.11441303853468963\n", + " 902 972_SD_62_10048_812 A= -0.11441303853468963\n", + " 906 976_SD_62_10048_812 A= -0.11441303853468963\n", + " 3230 1101_niv_10047_812 A= 0.08557889218003102\n", + " 3327 1198_niv_812_816 A= -0.08557889218003102\n", + " 3297 1168_niv_816_812 A= 0.08557889218003102\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375599486\n", + " 3326 1197_niv_10045_812 A= 0.8001247375599486\n", + " 3327 1198_niv_812_816 A= -0.8001247375599486\n", + " 3297 1168_niv_816_812 A= 0.8001247375599486\n", + " 3298 1169_niv_812_10045 A= -0.8001247375599486\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375599486\n", + " 3295 1166_niv_812_10048 A= -0.8001247375599486\n", + " 3248 1119_niv_10048_812 A= 0.8001247375599486\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375599486\n", + " 3230 1101_niv_10047_812 A= 0.8001247375599486\n", + " 3195 1066_niv_812_10047 A= -0.8001247375599486\n", + " 898 968_SD_62_10048_812 A= -0.5816658159006085\n", + " 906 976_SD_62_10048_812 A= -0.5816658159006085\n", + " 902 972_SD_62_10048_812 A= -0.5816658159006085\n", + " 877 947_SD_60_10047_812 A= -0.5385766988679043\n", + " 885 955_SD_60_10047_812 A= -0.5385766988679043\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4516671808 | finite: True\n", + "Y10009 = 546740.0720814832 | finite: True\n", + "Z10009 = 5080165.924236855 | finite: True\n", + "X10006 = 3794766.330477724 | finite: True\n", + "Y10006 = 546707.6211216673 | finite: True\n", + "Z10006 = 5080169.700938919 | finite: True\n", + "s0(10009-10006) = 32.68922356451425 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01589437\n", + "NH10014 = 4.01448602\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 17 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508920273197051\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507278791035544\n", + " 2882 960_ZW_61_10046_812 dl = -0.0850628918934968\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034606553763467\n", + " 3142 17_gnssbz_0656_10026 dl = 0.0690005376592282\n", + " 3032 45_gnssbx_1675_10026 dl = 0.061360143627098296\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.06087650767949526\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030293516960228\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.060260730955633335\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.0595259497713414\n", + " 3170 45_gnssbz_1675_10026 dl = 0.058810948707105126\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869311959941115\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801546201860219\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608881480918626\n", + " 3162 37_gnssbz_0995_10026 dl = 0.053886064290963986\n", + " 3152 27_gnssbz_0656_10026 dl = 0.05200053765922519\n", + " 2989 2_gnssbx_0645_10026 dl = 0.0505713642835417\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050356830179226\n", + " 3295 1166_niv_812_10048 dl = 0.049407339999999855\n", + " 3248 1119_niv_10048_812 dl = -0.049382339999999844\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884097744070459\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646334080462111\n", + " 3138 13_gnssbz_0648_10002 dl = 0.04439643169462215\n", + " 3242 1113_niv_10043_10052 dl = 0.043485760000000234\n", + " 3235 1106_niv_10052_10043 dl = -0.043325760000000234\n", + " 3355 lA_X10026 dl = 0.040575590915977955\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044337495118455\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039857848319115874\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975331714451613\n", + " 3375 lA_Z10026 dl = 0.03932219557464123\n", + "N[j,j] = 18870136.781511102\n", + "sum|N[j,:]| = 560283012.8875636\n", + "cond(N) = 15966612.048270578\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952737709493\n", + " -> max|dx_xyz| [m] = 0.00024294804534164726\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.71446957 dx -0.0001473488401822721 new 3794850.7143222215\n", + "PRE Y812 547011.1455627797 dx -3.5963506924308715e-06 new 547011.1455591834\n", + "PRE Z812 5080075.022053013 dx -0.00024168867575426824 new 5080075.021811324\n", "\n", "============================================================\n", "ITERATION 18\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412535405403\n", + " 898 968_SD_62_10048_812 A= 0.8053412535405403\n", + " 902 972_SD_62_10048_812 A= 0.8053412535405403\n", + " 906 976_SD_62_10048_812 A= 0.8053412535405403\n", + " 896 966_SD_61_10046_812 A= 0.7940273256664658\n", + " 890 960_SD_61_10046_812 A= 0.7940273256664658\n", + " 893 963_SD_61_10046_812 A= 0.7940273256664658\n", + " 881 951_SD_60_10047_812 A= 0.7883833255702204\n", + " 885 955_SD_60_10047_812 A= 0.7883833255702204\n", + " 877 947_SD_60_10047_812 A= 0.7883833255702204\n", + " 3230 1101_niv_10047_812 A= 0.5936974461470332\n", + " 3248 1119_niv_10048_812 A= 0.5936974461470332\n", + " 3195 1066_niv_812_10047 A= -0.5936974461470332\n", + " 3326 1197_niv_10045_812 A= 0.5936974461470332\n", + " 3327 1198_niv_812_816 A= -0.5936974461470332\n", + " 3297 1168_niv_816_812 A= 0.5936974461470332\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913578867781452\n", + " 896 966_SD_61_10046_812 A= -0.3913578867781452\n", + " 893 963_SD_61_10046_812 A= -0.3913578867781452\n", + " 890 960_SD_61_10046_812 A= -0.3913578867781452\n", + " 885 955_SD_60_10047_812 A= -0.29729929810863737\n", + " 881 951_SD_60_10047_812 A= -0.29729929810863737\n", + " 877 947_SD_60_10047_812 A= -0.29729929810863737\n", + " 1889 963_R_61_10046_812 A= -0.17570687980274555\n", + " 1892 966_R_61_10046_812 A= -0.17570687980274555\n", + " 1886 960_R_61_10046_812 A= -0.17570687980274555\n", + " 898 968_SD_62_10048_812 A= -0.11441303851170054\n", + " 902 972_SD_62_10048_812 A= -0.11441303851170054\n", + " 906 976_SD_62_10048_812 A= -0.11441303851170054\n", + " 3230 1101_niv_10047_812 A= 0.0855788921832341\n", + " 3327 1198_niv_812_816 A= -0.0855788921832341\n", + " 3297 1168_niv_816_812 A= 0.0855788921832341\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375573267\n", + " 3326 1197_niv_10045_812 A= 0.8001247375573267\n", + " 3327 1198_niv_812_816 A= -0.8001247375573267\n", + " 3297 1168_niv_816_812 A= 0.8001247375573267\n", + " 3298 1169_niv_812_10045 A= -0.8001247375573267\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375573267\n", + " 3295 1166_niv_812_10048 A= -0.8001247375573267\n", + " 3248 1119_niv_10048_812 A= 0.8001247375573267\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375573267\n", + " 3230 1101_niv_10047_812 A= 0.8001247375573267\n", + " 3195 1066_niv_812_10047 A= -0.8001247375573267\n", + " 898 968_SD_62_10048_812 A= -0.5816658163965552\n", + " 906 976_SD_62_10048_812 A= -0.5816658163965552\n", + " 902 972_SD_62_10048_812 A= -0.5816658163965552\n", + " 877 947_SD_60_10047_812 A= -0.5385766977014058\n", + " 885 955_SD_60_10047_812 A= -0.5385766977014058\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.451520126 | finite: True\n", + "Y10009 = 546740.07207793 | finite: True\n", + "Z10009 = 5080165.923995484 | finite: True\n", + "X10006 = 3794766.3303306825 | finite: True\n", + "Y10006 = 546707.6211181168 | finite: True\n", + "Z10006 = 5080169.70069756 | finite: True\n", + "s0(10009-10006) = 32.68922356279183 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.0156136\n", + "NH10014 = 4.01420535\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 18 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508918881159255\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507277398997748\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506287797311884\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034607857615072\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900055907964742\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136015713127563\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.060876541672769235\n", + " 3126 1_gnssbz_0645_10002 dl = -0.060302980804408435\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026077286514919\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.05952597724535735\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881096360826632\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.058693153127023834\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801548995827943\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608886882589559\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388613134618936\n", + " 3152 27_gnssbz_0656_10026 dl = 0.052000559079644404\n", + " 2989 2_gnssbx_0645_10026 dl = 0.050571374993751306\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050356643914711\n", + " 3295 1166_niv_812_10048 dl = 0.04940731000000004\n", + " 3248 1119_niv_10048_812 dl = -0.049382310000000026\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884097930334974\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646333894197596\n", + " 3138 13_gnssbz_0648_10002 dl = 0.0443964335572673\n", + " 3242 1113_niv_10043_10052 dl = 0.04348571000000054\n", + " 3235 1106_niv_10052_10043 dl = -0.04332571000000054\n", + " 3355 lA_X10026 dl = 0.040722671430557966\n", + " 3141 16_gnssbz_0656_10002 dl = -0.04044340102821664\n", + " 3161 36_gnssbz_0995_10002 dl = -0.03985782876134181\n", + " 3144 19_gnssbz_0656_10028 dl = 0.03975374927819075\n", + " 3375 lA_Z10026 dl = 0.039563617669045925\n", + "N[j,j] = 18870136.782478645\n", + "sum|N[j,:]| = 560283012.9278848\n", + "cond(N) = 15966612.049994668\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952735212356\n", + " -> max|dx_xyz| [m] = 0.0002393217881312073\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.7143222215 dx -0.0001451493830821864 new 3794850.714177072\n", + "PRE Y812 547011.1455591834 dx -3.5428439660668646e-06 new 547011.1455556406\n", + "PRE Z812 5080075.021811324 dx -0.00023808087488680064 new 5080075.021573244\n", "\n", "============================================================\n", "ITERATION 19\n", " -> berechne A(x_k)\n", - "X812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Y812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "Z812 j= None -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", + "X812 j= 147 nnz= 37 maxabs= 0.8053412531754491\n", + " 898 968_SD_62_10048_812 A= 0.8053412531754491\n", + " 902 972_SD_62_10048_812 A= 0.8053412531754491\n", + " 906 976_SD_62_10048_812 A= 0.8053412531754491\n", + " 896 966_SD_61_10046_812 A= 0.7940273331923916\n", + " 890 960_SD_61_10046_812 A= 0.7940273331923916\n", + " 893 963_SD_61_10046_812 A= 0.7940273331923916\n", + " 881 951_SD_60_10047_812 A= 0.7883833262097591\n", + " 885 955_SD_60_10047_812 A= 0.7883833262097591\n", + " 877 947_SD_60_10047_812 A= 0.7883833262097591\n", + " 3230 1101_niv_10047_812 A= 0.5936974461500591\n", + " 3248 1119_niv_10048_812 A= 0.5936974461500591\n", + " 3195 1066_niv_812_10047 A= -0.5936974461500591\n", + " 3326 1197_niv_10045_812 A= 0.5936974461500591\n", + " 3327 1198_niv_812_816 A= -0.5936974461500591\n", + " 3297 1168_niv_816_812 A= 0.5936974461500591\n", + "Y812 j= 148 nnz= 37 maxabs= 0.3913578852286973\n", + " 896 966_SD_61_10046_812 A= -0.3913578852286973\n", + " 893 963_SD_61_10046_812 A= -0.3913578852286973\n", + " 890 960_SD_61_10046_812 A= -0.3913578852286973\n", + " 885 955_SD_60_10047_812 A= -0.2972992979015531\n", + " 881 951_SD_60_10047_812 A= -0.2972992979015531\n", + " 877 947_SD_60_10047_812 A= -0.2972992979015531\n", + " 1889 963_R_61_10046_812 A= -0.17570687978944258\n", + " 1892 966_R_61_10046_812 A= -0.17570687978944258\n", + " 1886 960_R_61_10046_812 A= -0.17570687978944258\n", + " 898 968_SD_62_10048_812 A= -0.11441303849790109\n", + " 902 972_SD_62_10048_812 A= -0.11441303849790109\n", + " 906 976_SD_62_10048_812 A= -0.11441303849790109\n", + " 3230 1101_niv_10047_812 A= 0.08557889218638928\n", + " 3327 1198_niv_812_816 A= -0.08557889218638928\n", + " 3297 1168_niv_816_812 A= 0.08557889218638928\n", + "Z812 j= 149 nnz= 37 maxabs= 0.8001247375547441\n", + " 3326 1197_niv_10045_812 A= 0.8001247375547441\n", + " 3327 1198_niv_812_816 A= -0.8001247375547441\n", + " 3297 1168_niv_816_812 A= 0.8001247375547441\n", + " 3298 1169_niv_812_10045 A= -0.8001247375547441\n", + " 3294 1165_niv_FH3_812 A= 0.8001247375547441\n", + " 3295 1166_niv_812_10048 A= -0.8001247375547441\n", + " 3248 1119_niv_10048_812 A= 0.8001247375547441\n", + " 3249 1120_niv_812_FH3 A= -0.8001247375547441\n", + " 3230 1101_niv_10047_812 A= 0.8001247375547441\n", + " 3195 1066_niv_812_10047 A= -0.8001247375547441\n", + " 898 968_SD_62_10048_812 A= -0.5816658169047543\n", + " 906 976_SD_62_10048_812 A= -0.5816658169047543\n", + " 902 972_SD_62_10048_812 A= -0.5816658169047543\n", + " 877 947_SD_60_10047_812 A= -0.5385766968795438\n", + " 885 955_SD_60_10047_812 A= -0.5385766968795438\n", "lA-check (erste 10):\n", - "('lA_X10008', 227, 'X10008', 1.0)\n", - "('lA_X10001', 228, 'X10001', 1.0)\n", - "('lA_X10002', 229, 'X10002', 1.0)\n", - "('lA_X10026', 230, 'X10026', 1.0)\n", - "('lA_X10044', 231, 'X10044', 1.0)\n", - "('lA_X10037', 232, 'X10037', 1.0)\n", - "('lA_X10059', 233, 'X10059', 1.0)\n", - "('lA_X10028', 234, 'X10028', 1.0)\n", - "('lA_X10014', 235, 'X10014', 1.0)\n", - "('lA_X10054', 236, 'X10054', 1.0)\n", - "X10009 = 3794767.4183619116 | finite: True\n", - "Y10009 = 546740.0679886175 | finite: True\n", - "Z10009 = 5080165.882464076 | finite: True\n", - "X10006 = 3794766.3308648327 | finite: True\n", - "Y10006 = 546707.6220995423 | finite: True\n", - "Z10006 = 5080169.7043593405 | finite: True\n", - "s0(10009-10006) = 32.68830450152391 | finite: True\n", + "('lA_X10008', 270, 'X10008', 1.0)\n", + "('lA_X10001', 271, 'X10001', 1.0)\n", + "('lA_X10002', 272, 'X10002', 1.0)\n", + "('lA_X10026', 273, 'X10026', 1.0)\n", + "('lA_X10044', 274, 'X10044', 1.0)\n", + "('lA_X10037', 275, 'X10037', 1.0)\n", + "('lA_X10059', 276, 'X10059', 1.0)\n", + "('lA_X10028', 277, 'X10028', 1.0)\n", + "('lA_X10014', 278, 'X10014', 1.0)\n", + "('lA_X10054', 279, 'X10054', 1.0)\n", + "X10009 = 3794767.4513752693 | finite: True\n", + "Y10009 = 546740.0720744301 | finite: True\n", + "Z10009 = 5080165.923757721 | finite: True\n", + "X10006 = 3794766.3301858376 | finite: True\n", + "Y10006 = 546707.6211146193 | finite: True\n", + "Z10006 = 5080169.700459806 | finite: True\n", + "s0(10009-10006) = 32.68922356104163 | finite: True\n", " -> berechne l0(x_k)\n", "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", + "NH10012 = 4.01533704\n", + "NH10014 = 4.01392886\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", "\n", "TOP |dl| (Iteration 19 ):\n", - " 2676 17_gnssbx_0656_10026 dl = 0.06255496965870577\n", - " 2678 17_gnssbz_0656_10026 dl = 0.06014083341062104\n", - " 2816 63_gnssbz_GNA2_10026 dl = 0.05840013378474396\n", - " 2630 1_gnssbz_0645_10002 dl = -0.05810802672203863\n", - " 2814 63_gnssbx_GNA2_10026 dl = 0.057820708858344005\n", - " 2792 55_gnssbz_ESTE_10026 dl = 0.056993588148543495\n", - " 2790 55_gnssbx_ESTE_10026 dl = 0.0565235529866186\n", - " 2628 1_gnssbx_0645_10002 dl = -0.05594345881422669\n", - " 2822 65_gnssbz_GNA2_10037 dl = 0.05521142974794202\n", - " 2760 45_gnssbx_1675_10026 dl = 0.05421707503410289\n", - " 2762 45_gnssbz_1675_10026 dl = 0.05169391663366696\n", - " 2666 13_gnssbz_0648_10002 dl = 0.05148507053672802\n", - " 2736 37_gnssbx_0995_10026 dl = 0.0492866368211935\n", - " 2798 57_gnssbz_ESTE_10037 dl = 0.04800488411092374\n", - " 2690 21_gnssbz_0656_10037 dl = 0.047952129372954344\n", - " 2738 37_gnssbz_0995_10026 dl = 0.04714168418195186\n", - " 2631 2_gnssbx_0645_10026 dl = 0.04356595867125179\n", - " 2657 10_gnssbz_0648_10002 dl = -0.04341492945968639\n", - " 2708 27_gnssbz_0656_10026 dl = 0.04314083341061803\n", - " 2664 13_gnssbx_0648_10002 dl = 0.04286607685207855\n", - " 2838 lA_X10026 dl = 0.04212424252182245\n", - " 2858 lA_Z10026 dl = 0.041717927902936935\n", - " 2633 2_gnssbz_0645_10026 dl = 0.041297032686998136\n", - " 2655 10_gnssbx_0648_10002 dl = -0.040933923148259055\n", - " 2684 19_gnssbz_0656_10028 dl = 0.040610512030127666\n", - " 2777 50_gnssbz_1675_10002 dl = 0.04018885722507548\n", - " 2675 16_gnssbz_0656_10002 dl = -0.03956422599852161\n", - " 2645 6_gnssbz_0645_10002 dl = 0.03829197327831935\n", - " 2735 36_gnssbz_0995_10002 dl = -0.0368633752268579\n", - " 2673 16_gnssbx_0656_10002 dl = -0.03465444782674254\n", - "cond(N) = 16022390.159986353\n", - "rank(N) = 257 / n_unknown = 257\n", - "cond(A) = 195.05267527953342\n", - " -> max|dx_xyz| [m] = 4.5670990725920826e-10\n", + " 2888 966_ZW_61_10046_812 dl = -0.08508917494224533\n", + " 2885 963_ZW_61_10046_812 dl = -0.08507276012063025\n", + " 2882 960_ZW_61_10046_812 dl = -0.08506286410377162\n", + " 3004 17_gnssbx_0656_10026 dl = 0.07034608882069904\n", + " 3142 17_gnssbz_0656_10026 dl = 0.06900057770609891\n", + " 3032 45_gnssbx_1675_10026 dl = 0.06136016737582395\n", + " 3050 63_gnssbx_GNA2_10026 dl = 0.0608765724064142\n", + " 3126 1_gnssbz_0645_10002 dl = -0.06030302643921459\n", + " 3188 63_gnssbz_GNA2_10026 dl = 0.06026081011805218\n", + " 3042 55_gnssbx_ESTE_10026 dl = 0.059526000994083006\n", + " 3170 45_gnssbz_1675_10026 dl = 0.05881097571545979\n", + " 3180 55_gnssbz_ESTE_10026 dl = 0.05869318199802365\n", + " 2988 1_gnssbx_0645_10002 dl = -0.05801551836361796\n", + " 3024 37_gnssbx_0995_10026 dl = 0.05608891911731462\n", + " 3162 37_gnssbz_0995_10026 dl = 0.05388619560744701\n", + " 3152 27_gnssbz_0656_10026 dl = 0.052000577706095896\n", + " 2989 2_gnssbx_0645_10026 dl = 0.05057138290999319\n", + " 3135 10_gnssbz_0648_10002 dl = -0.05050356737046968\n", + " 3295 1166_niv_812_10048 dl = 0.049407279999999776\n", + " 3248 1119_niv_10048_812 dl = -0.049382279999999765\n", + " 3127 2_gnssbz_0645_10026 dl = 0.04884097930334974\n", + " 2997 10_gnssbx_0648_10002 dl = -0.04646333894197596\n", + " 3138 13_gnssbz_0648_10002 dl = 0.044396432625944726\n", + " 3242 1113_niv_10043_10052 dl = 0.04348566999999989\n", + " 3235 1106_niv_10052_10043 dl = -0.04332566999999989\n", + " 3355 lA_X10026 dl = 0.04086755169555545\n", + " 3141 16_gnssbz_0656_10002 dl = -0.040443428036571305\n", + " 3161 36_gnssbz_0995_10002 dl = -0.039857810134890315\n", + " 3375 lA_Z10026 dl = 0.03980143088847399\n", + " 3144 19_gnssbz_0656_10028 dl = 0.0397541730299622\n", + "N[j,j] = 18870136.784068316\n", + "sum|N[j,:]| = 560283012.9750149\n", + "cond(N) = 15966612.04590035\n", + "rank(N) = 300 / n_unknown = 300\n", + "cond(A) = 48.14952732712767\n", + " -> max|dx_xyz| [m] = 0.0002357499667960511\n", " -> update x\n", - "IDX X812 None\n", - "IDX Y812 None\n", - "IDX Z812 None\n", - "PRE X812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Y812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n", - "PRE Z812 -> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\n" + "IDX X812 147\n", + "IDX Y812 148\n", + "IDX Z812 149\n", + "PRE X812 3794850.714177072 dx -0.00014298623666969817 new 3794850.7140340856\n", + "PRE Y812 547011.1455556406 dx -3.4901889956095546e-06 new 547011.1455521504\n", + "PRE Z812 5080075.021573244 dx -0.00023453340313423068 new 5080075.021338711\n" ] } ], - "execution_count": 17 + "execution_count": 14 }, { - "metadata": {}, "cell_type": "code", - "source": "# ------------------------------- Netzqualitätsmaße -------------------------------", "id": "eb8342d747a577db", - "outputs": [], - "execution_count": null - }, - { "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:52:17.773557Z", - "start_time": "2026-01-14T12:52:17.753055Z" + "end_time": "2026-01-19T13:21:10.516670Z", + "start_time": "2026-01-19T13:21:10.508782Z" } }, + "source": [ + "# ------------------------------- Netzqualitätsmaße -------------------------------" + ], + "outputs": [], + "execution_count": 15 + }, + { "cell_type": "code", + "id": "7117d4492b8784da", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-19T13:43:02.193429Z", + "start_time": "2026-01-19T13:43:02.175602Z" + } + }, "source": [ "# Import\n", "from Netzqualität_Zuverlässigkeit import Zuverlaessigkeit\n", @@ -2916,31 +3411,33 @@ "importlib.reload(Netzqualität_Zuverlässigkeit)\n", "from Netzqualität_Genauigkeit import Genauigkeitsmaße\n", "import Netzqualität_Genauigkeit\n", - "importlib.reload(Netzqualität_Genauigkeit)" + "importlib.reload(Netzqualität_Genauigkeit)\n", + "import Export\n", + "importlib.reload(Export)" ], - "id": "7117d4492b8784da", "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 19, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 19 + "execution_count": 32 }, { + "cell_type": "code", + "id": "84075bea1f2c44d7", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:52:57.801736Z", - "start_time": "2026-01-14T12:52:57.796406Z" + "end_time": "2026-01-19T13:21:10.965277Z", + "start_time": "2026-01-19T13:21:10.960713Z" } }, - "cell_type": "code", "source": [ "# Gesamtredundanz r\n", "n = A_matrix_numerisch_iteration0.shape[0]\n", @@ -2948,51 +3445,51 @@ "r_gesamt = Zuverlaessigkeit.gesamtredundanz(n, u)\n", "print(f\"Die Gesamtredundanz des Netzes beträgt: {r_gesamt}\")" ], - "id": "84075bea1f2c44d7", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Die Gesamtredundanz des Netzes beträgt: 2608\n" + "Die Gesamtredundanz des Netzes beträgt: 3082\n" ] } ], - "execution_count": 20 + "execution_count": 17 }, { + "cell_type": "code", + "id": "1797726c5b3af9bf", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:52:57.817986Z", - "start_time": "2026-01-14T12:52:57.803371Z" + "end_time": "2026-01-19T13:21:11.168218Z", + "start_time": "2026-01-19T13:21:11.159560Z" } }, - "cell_type": "code", "source": [ "# s0 aposteriori\n", "s0_aposteriori = Genauigkeitsmaße.berechne_s0apost(res[\"v\"], res[\"P\"], r_gesamt)\n", "print(f\"s0 aposteriori beträgt: {s0_aposteriori:.4f}\")" ], - "id": "1797726c5b3af9bf", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "s0 aposteriori beträgt: 54.9987\n" + "s0 aposteriori beträgt: 89.1680\n" ] } ], - "execution_count": 21 + "execution_count": 18 }, { + "cell_type": "code", + "id": "a2fe23d9a19ac2f9", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:52:59.185688Z", - "start_time": "2026-01-14T12:52:57.820051Z" + "end_time": "2026-01-19T13:21:13.890508Z", + "start_time": "2026-01-19T13:21:11.430669Z" } }, - "cell_type": "code", "source": [ "# Redundanzanteile ri\n", "R = Zuverlaessigkeit.berechne_R(res[\"Q_vv\"], res[\"P\"])\n", @@ -3008,7 +3505,6 @@ "\n", "Redundanzanteile.to_excel(r\"Zwischenergebnisse\\Redundanzanteile.xlsx\", index=False)" ], - "id": "a2fe23d9a19ac2f9", "outputs": [ { "data": { @@ -3028,6728 +3524,7448 @@ " \n", " \n", " 70_SD_1_10009_10006\n", - " 0.928031\n", - " 92.803052\n", + " 0.928076\n", + " 92.807585\n", " nahezu vollständig redundant\n", " \n", " \n", " 71_SD_1_10009_10010\n", - " 0.935750\n", - " 93.575021\n", + " 0.935756\n", + " 93.575584\n", " nahezu vollständig redundant\n", " \n", " \n", " 72_SD_1_10009_10018\n", - " 0.935373\n", - " 93.537308\n", + " 0.935375\n", + " 93.537533\n", " nahezu vollständig redundant\n", " \n", " \n", " 73_SD_1_10009_10008\n", - " 0.929780\n", - " 92.977983\n", + " 0.929990\n", + " 92.999013\n", " nahezu vollständig redundant\n", " \n", " \n", " 74_SD_1_10009_10006\n", - " 0.928031\n", - " 92.803052\n", + " 0.928076\n", + " 92.807585\n", " nahezu vollständig redundant\n", " \n", " \n", " 75_SD_1_10009_10010\n", - " 0.935750\n", - " 93.575020\n", + " 0.935756\n", + " 93.575584\n", " nahezu vollständig redundant\n", " \n", " \n", " 76_SD_1_10009_10018\n", - " 0.935373\n", - " 93.537308\n", + " 0.935375\n", + " 93.537533\n", " nahezu vollständig redundant\n", " \n", " \n", " 77_SD_1_10009_10008\n", - " 0.929780\n", - " 92.977983\n", + " 0.929990\n", + " 92.999013\n", " nahezu vollständig redundant\n", " \n", " \n", " 78_SD_1_10009_10006\n", - " 0.928031\n", - " 92.803052\n", + " 0.928076\n", + " 92.807585\n", " nahezu vollständig redundant\n", " \n", " \n", " 79_SD_1_10009_10010\n", - " 0.935750\n", - " 93.575020\n", + " 0.935756\n", + " 93.575584\n", " nahezu vollständig redundant\n", " \n", " \n", " 80_SD_1_10009_10018\n", - " 0.935373\n", - " 93.537308\n", + " 0.935375\n", + " 93.537533\n", " nahezu vollständig redundant\n", " \n", " \n", " 81_SD_1_10009_10008\n", - " 0.929780\n", - " 92.977982\n", + " 0.929990\n", + " 92.999013\n", " nahezu vollständig redundant\n", " \n", " \n", " 82_SD_2_10006_10009\n", - " 0.928031\n", - " 92.803050\n", + " 0.928076\n", + " 92.807583\n", " nahezu vollständig redundant\n", " \n", " \n", " 83_SD_2_10006_10005\n", - " 0.943352\n", - " 94.335209\n", + " 0.943361\n", + " 94.336114\n", " nahezu vollständig redundant\n", " \n", " \n", " 84_SD_2_10006_10003\n", - " 0.943530\n", - " 94.352959\n", + " 0.943852\n", + " 94.385231\n", " nahezu vollständig redundant\n", " \n", " \n", " 85_SD_2_10006_10004\n", - " 0.933442\n", - " 93.344174\n", + " 0.933449\n", + " 93.344854\n", " nahezu vollständig redundant\n", " \n", " \n", " 86_SD_2_10006_10010\n", - " 0.929644\n", - " 92.964389\n", + " 0.929664\n", + " 92.966410\n", " nahezu vollständig redundant\n", " \n", " \n", " 87_SD_2_10006_10018\n", - " 0.923335\n", - " 92.333540\n", + " 0.923363\n", + " 92.336284\n", " nahezu vollständig redundant\n", " \n", " \n", " 88_SD_2_10006_10009\n", - " 0.928031\n", - " 92.803050\n", + " 0.928076\n", + " 92.807583\n", " nahezu vollständig redundant\n", " \n", " \n", " 89_SD_2_10006_10005\n", - " 0.943352\n", - " 94.335209\n", + " 0.943361\n", + " 94.336114\n", " nahezu vollständig redundant\n", " \n", " \n", " 90_SD_2_10006_10003\n", - " 0.943530\n", - " 94.352960\n", + " 0.943852\n", + " 94.385231\n", " nahezu vollständig redundant\n", " \n", " \n", " 91_SD_2_10006_10004\n", - " 0.933442\n", - " 93.344174\n", + " 0.933449\n", + " 93.344854\n", " nahezu vollständig redundant\n", " \n", " \n", " 92_SD_2_10006_10010\n", - " 0.929644\n", - " 92.964389\n", + " 0.929664\n", + " 92.966411\n", " nahezu vollständig redundant\n", " \n", " \n", " 93_SD_2_10006_10018\n", - " 0.923335\n", - " 92.333539\n", + " 0.923363\n", + " 92.336283\n", " nahezu vollständig redundant\n", " \n", " \n", " 94_SD_2_10006_10009\n", - " 0.928031\n", - " 92.803050\n", + " 0.928076\n", + " 92.807583\n", " nahezu vollständig redundant\n", " \n", " \n", " 95_SD_2_10006_10005\n", - " 0.943352\n", - " 94.335209\n", + " 0.943361\n", + " 94.336114\n", " nahezu vollständig redundant\n", " \n", " \n", " 96_SD_2_10006_10003\n", - " 0.943530\n", - " 94.352959\n", + " 0.943852\n", + " 94.385231\n", " nahezu vollständig redundant\n", " \n", " \n", " 97_SD_2_10006_10004\n", - " 0.933442\n", - " 93.344174\n", + " 0.933449\n", + " 93.344854\n", " nahezu vollständig redundant\n", " \n", " \n", " 98_SD_2_10006_10010\n", - " 0.929644\n", - " 92.964389\n", + " 0.929664\n", + " 92.966410\n", " nahezu vollständig redundant\n", " \n", " \n", " 99_SD_2_10006_10018\n", - " 0.923335\n", - " 92.333539\n", + " 0.923363\n", + " 92.336283\n", " nahezu vollständig redundant\n", " \n", " \n", " 100_SD_3_10008_10009\n", - " 0.929780\n", - " 92.977981\n", + " 0.929990\n", + " 92.999012\n", " nahezu vollständig redundant\n", " \n", " \n", " 101_SD_3_10008_10007\n", - " 0.942159\n", - " 94.215872\n", + " 0.955616\n", + " 95.561634\n", " nahezu vollständig redundant\n", " \n", " \n", " 102_SD_3_10008_10005\n", - " 0.939451\n", - " 93.945097\n", + " 0.939517\n", + " 93.951688\n", " nahezu vollständig redundant\n", " \n", " \n", " 103_SD_3_10008_10009\n", - " 0.929780\n", - " 92.977981\n", + " 0.929990\n", + " 92.999012\n", " nahezu vollständig redundant\n", " \n", " \n", " 104_SD_3_10008_10007\n", - " 0.942159\n", - " 94.215872\n", + " 0.955616\n", + " 95.561634\n", " nahezu vollständig redundant\n", " \n", " \n", " 105_SD_3_10008_10005\n", - " 0.939451\n", - " 93.945097\n", + " 0.939517\n", + " 93.951688\n", " nahezu vollständig redundant\n", " \n", " \n", " 106_SD_3_10008_10009\n", - " 0.929780\n", - " 92.977982\n", + " 0.929990\n", + " 92.999012\n", " nahezu vollständig redundant\n", " \n", " \n", " 107_SD_3_10008_10007\n", - " 0.942159\n", - " 94.215872\n", + " 0.955616\n", + " 95.561634\n", " nahezu vollständig redundant\n", " \n", " \n", " 108_SD_3_10008_10005\n", - " 0.939451\n", - " 93.945097\n", + " 0.939517\n", + " 93.951688\n", " nahezu vollständig redundant\n", " \n", " \n", " 109_SD_4_10005_10008\n", - " 0.939451\n", - " 93.945097\n", + " 0.939517\n", + " 93.951688\n", " nahezu vollständig redundant\n", " \n", " \n", " 110_SD_4_10005_10003\n", - " 0.951879\n", - " 95.187936\n", + " 0.952298\n", + " 95.229827\n", " nahezu vollständig redundant\n", " \n", " \n", " 111_SD_4_10005_10001\n", - " 0.959856\n", - " 95.985586\n", + " 0.959920\n", + " 95.991956\n", " nahezu vollständig redundant\n", " \n", " \n", " 112_SD_4_10005_10002\n", - " 0.963006\n", - " 96.300577\n", + " 0.963087\n", + " 96.308683\n", " nahezu vollständig redundant\n", " \n", " \n", " 113_SD_4_10005_10004\n", - " 0.936084\n", - " 93.608382\n", + " 0.936105\n", + " 93.610494\n", " nahezu vollständig redundant\n", " \n", " \n", " 114_SD_4_10005_10006\n", - " 0.943352\n", - " 94.335210\n", + " 0.943361\n", + " 94.336115\n", " nahezu vollständig redundant\n", " \n", " \n", " 115_SD_4_10005_10008\n", - " 0.939451\n", - " 93.945097\n", + " 0.939517\n", + " 93.951688\n", " nahezu vollständig redundant\n", " \n", " \n", " 116_SD_4_10005_10003\n", - " 0.951879\n", - " 95.187935\n", + " 0.952298\n", + " 95.229827\n", " nahezu vollständig redundant\n", " \n", " \n", " 117_SD_4_10005_10001\n", - " 0.959856\n", - " 95.985585\n", + " 0.959920\n", + " 95.991956\n", " nahezu vollständig redundant\n", " \n", " \n", " 118_SD_4_10005_10002\n", - " 0.963006\n", - " 96.300577\n", + " 0.963087\n", + " 96.308683\n", " nahezu vollständig redundant\n", " \n", " \n", " 119_SD_4_10005_10004\n", - " 0.936084\n", - " 93.608382\n", + " 0.936105\n", + " 93.610494\n", " nahezu vollständig redundant\n", " \n", " \n", " 120_SD_4_10005_10006\n", - " 0.943352\n", - " 94.335210\n", + " 0.943361\n", + " 94.336115\n", " nahezu vollständig redundant\n", " \n", " \n", " 121_SD_4_10005_10008\n", - " 0.939451\n", - " 93.945097\n", + " 0.939517\n", + " 93.951688\n", " nahezu vollständig redundant\n", " \n", " \n", " 122_SD_4_10005_10003\n", - " 0.951879\n", - " 95.187936\n", + " 0.952298\n", + " 95.229827\n", " nahezu vollständig redundant\n", " \n", " \n", " 123_SD_4_10005_10001\n", - " 0.959856\n", - " 95.985585\n", + " 0.959920\n", + " 95.991955\n", " nahezu vollständig redundant\n", " \n", " \n", " 124_SD_4_10005_10002\n", - " 0.963006\n", - " 96.300578\n", + " 0.963087\n", + " 96.308684\n", " nahezu vollständig redundant\n", " \n", " \n", " 125_SD_4_10005_10004\n", - " 0.936084\n", - " 93.608382\n", + " 0.936105\n", + " 93.610494\n", " nahezu vollständig redundant\n", " \n", " \n", " 126_SD_4_10005_10006\n", - " 0.943352\n", - " 94.335210\n", + " 0.943361\n", + " 94.336115\n", " nahezu vollständig redundant\n", " \n", " \n", " 127_SD_5_10004_10005\n", - " 0.936084\n", - " 93.608382\n", + " 0.936105\n", + " 93.610493\n", " nahezu vollständig redundant\n", " \n", " \n", " 128_SD_5_10004_10003\n", - " 0.940843\n", - " 94.084270\n", + " 0.941092\n", + " 94.109188\n", " nahezu vollständig redundant\n", " \n", " \n", " 129_SD_5_10004_10002\n", - " 0.944263\n", - " 94.426252\n", + " 0.944393\n", + " 94.439307\n", " nahezu vollständig redundant\n", " \n", " \n", " 130_SD_5_10004_10006\n", - " 0.933442\n", - " 93.344175\n", + " 0.933449\n", + " 93.344855\n", " nahezu vollständig redundant\n", " \n", " \n", " 131_SD_5_10004_10005\n", - " 0.936084\n", - " 93.608382\n", + " 0.936105\n", + " 93.610493\n", " nahezu vollständig redundant\n", " \n", " \n", " 132_SD_5_10004_10003\n", - " 0.940843\n", - " 94.084271\n", + " 0.941092\n", + " 94.109188\n", " nahezu vollständig redundant\n", " \n", " \n", " 133_SD_5_10004_10002\n", - " 0.944263\n", - " 94.426252\n", + " 0.944393\n", + " 94.439307\n", " nahezu vollständig redundant\n", " \n", " \n", " 134_SD_5_10004_10006\n", - " 0.933442\n", - " 93.344175\n", + " 0.933449\n", + " 93.344855\n", " nahezu vollständig redundant\n", " \n", " \n", " 135_SD_5_10004_10005\n", - " 0.936084\n", - " 93.608382\n", + " 0.936105\n", + " 93.610493\n", " nahezu vollständig redundant\n", " \n", " \n", " 136_SD_5_10004_10003\n", - " 0.940843\n", - " 94.084271\n", + " 0.941092\n", + " 94.109188\n", " nahezu vollständig redundant\n", " \n", " \n", " 137_SD_5_10004_10002\n", - " 0.944263\n", - " 94.426252\n", + " 0.944393\n", + " 94.439307\n", " nahezu vollständig redundant\n", " \n", " \n", " 138_SD_5_10004_10006\n", - " 0.933442\n", - " 93.344175\n", + " 0.933449\n", + " 93.344855\n", " nahezu vollständig redundant\n", " \n", " \n", " 139_SD_6_10003_10004\n", - " 0.940843\n", - " 94.084272\n", + " 0.941092\n", + " 94.109189\n", " nahezu vollständig redundant\n", " \n", " \n", " 140_SD_6_10003_10006\n", - " 0.943530\n", - " 94.352961\n", + " 0.943852\n", + " 94.385232\n", " nahezu vollständig redundant\n", " \n", " \n", " 141_SD_6_10003_10005\n", - " 0.951879\n", - " 95.187936\n", + " 0.952298\n", + " 95.229827\n", " nahezu vollständig redundant\n", " \n", " \n", " 142_SD_6_10003_10007\n", - " 0.937223\n", - " 93.722337\n", + " 0.939885\n", + " 93.988502\n", " nahezu vollständig redundant\n", " \n", " \n", " 143_SD_6_10003_10016\n", - " 0.943310\n", - " 94.331027\n", + " 0.943425\n", + " 94.342526\n", " nahezu vollständig redundant\n", " \n", " \n", " 144_SD_6_10003_10001\n", - " 0.959943\n", - " 95.994301\n", + " 0.960622\n", + " 96.062223\n", " nahezu vollständig redundant\n", " \n", " \n", " 145_SD_6_10003_10002\n", - " 0.963625\n", - " 96.362498\n", + " 0.964346\n", + " 96.434554\n", " nahezu vollständig redundant\n", " \n", " \n", " 146_SD_6_10003_10004\n", - " 0.940843\n", - " 94.084271\n", + " 0.941092\n", + " 94.109189\n", " nahezu vollständig redundant\n", " \n", " \n", " 147_SD_6_10003_10006\n", - " 0.943530\n", - " 94.352962\n", + " 0.943852\n", + " 94.385233\n", " nahezu vollständig redundant\n", " \n", " \n", " 148_SD_6_10003_10005\n", - " 0.951879\n", - " 95.187935\n", + " 0.952298\n", + " 95.229827\n", " nahezu vollständig redundant\n", " \n", " \n", " 149_SD_6_10003_10007\n", - " 0.937223\n", - " 93.722337\n", + " 0.939885\n", + " 93.988502\n", " nahezu vollständig redundant\n", " \n", " \n", " 150_SD_6_10003_10016\n", - " 0.943310\n", - " 94.331027\n", + " 0.943425\n", + " 94.342525\n", " nahezu vollständig redundant\n", " \n", " \n", " 151_SD_6_10003_10001\n", - " 0.959943\n", - " 95.994301\n", + " 0.960622\n", + " 96.062223\n", " nahezu vollständig redundant\n", " \n", " \n", " 152_SD_6_10003_10002\n", - " 0.963625\n", - " 96.362498\n", + " 0.964346\n", + " 96.434554\n", " nahezu vollständig redundant\n", " \n", " \n", " 153_SD_6_10003_10004\n", - " 0.940843\n", - " 94.084271\n", + " 0.941092\n", + " 94.109189\n", " nahezu vollständig redundant\n", " \n", " \n", " 154_SD_6_10003_10006\n", - " 0.943530\n", - " 94.352961\n", + " 0.943852\n", + " 94.385232\n", " nahezu vollständig redundant\n", " \n", " \n", " 155_SD_6_10003_10005\n", - " 0.951879\n", - " 95.187936\n", + " 0.952298\n", + " 95.229828\n", " nahezu vollständig redundant\n", " \n", " \n", " 156_SD_6_10003_10007\n", - " 0.937223\n", - " 93.722337\n", + " 0.939885\n", + " 93.988502\n", " nahezu vollständig redundant\n", " \n", " \n", " 157_SD_6_10003_10016\n", - " 0.943310\n", - " 94.331027\n", + " 0.943425\n", + " 94.342525\n", " nahezu vollständig redundant\n", " \n", " \n", " 158_SD_6_10003_10001\n", - " 0.959943\n", - " 95.994301\n", + " 0.960622\n", + " 96.062223\n", " nahezu vollständig redundant\n", " \n", " \n", " 159_SD_6_10003_10002\n", - " 0.963625\n", - " 96.362498\n", + " 0.964346\n", + " 96.434554\n", " nahezu vollständig redundant\n", " \n", " \n", " 160_SD_7_10002_10003\n", - " 0.963625\n", - " 96.362497\n", + " 0.964346\n", + " 96.434554\n", " nahezu vollständig redundant\n", " \n", " \n", " 161_SD_7_10002_10001\n", - " 0.988933\n", - " 98.893294\n", + " 0.988955\n", + " 98.895529\n", " nahezu vollständig redundant\n", " \n", " \n", " 162_SD_7_10002_10004\n", - " 0.944263\n", - " 94.426252\n", + " 0.944393\n", + " 94.439306\n", " nahezu vollständig redundant\n", " \n", " \n", " 163_SD_7_10002_10006\n", - " 0.946678\n", - " 94.667850\n", + " 0.946800\n", + " 94.680040\n", " nahezu vollständig redundant\n", " \n", " \n", " 164_SD_7_10002_10005\n", - " 0.963006\n", - " 96.300577\n", + " 0.963087\n", + " 96.308682\n", " nahezu vollständig redundant\n", " \n", " \n", " 165_SD_7_10002_10003\n", - " 0.963625\n", - " 96.362497\n", + " 0.964346\n", + " 96.434554\n", " nahezu vollständig redundant\n", " \n", " \n", " 166_SD_7_10002_10001\n", - " 0.988933\n", - " 98.893294\n", + " 0.988955\n", + " 98.895529\n", " nahezu vollständig redundant\n", " \n", " \n", " 167_SD_7_10002_10004\n", - " 0.944263\n", - " 94.426252\n", + " 0.944393\n", + " 94.439306\n", " nahezu vollständig redundant\n", " \n", " \n", " 168_SD_7_10002_10006\n", - " 0.946678\n", - " 94.667850\n", + " 0.946800\n", + " 94.680040\n", " nahezu vollständig redundant\n", " \n", " \n", " 169_SD_7_10002_10005\n", - " 0.963006\n", - " 96.300576\n", + " 0.963087\n", + " 96.308682\n", " nahezu vollständig redundant\n", " \n", " \n", " 170_SD_7_10002_10003\n", - " 0.963625\n", - " 96.362497\n", + " 0.964346\n", + " 96.434554\n", " nahezu vollständig redundant\n", " \n", " \n", " 171_SD_7_10002_10001\n", - " 0.988933\n", - " 98.893294\n", + " 0.988955\n", + " 98.895529\n", " nahezu vollständig redundant\n", " \n", " \n", " 172_SD_7_10002_10004\n", - " 0.944263\n", - " 94.426252\n", + " 0.944393\n", + " 94.439307\n", " nahezu vollständig redundant\n", " \n", " \n", " 173_SD_7_10002_10006\n", - " 0.946678\n", - " 94.667849\n", + " 0.946800\n", + " 94.680039\n", " nahezu vollständig redundant\n", " \n", " \n", " 174_SD_7_10002_10005\n", - " 0.963006\n", - " 96.300577\n", + " 0.963087\n", + " 96.308682\n", " nahezu vollständig redundant\n", " \n", " \n", " 175_SD_8_10001_10002\n", - " 0.988933\n", - " 98.893294\n", + " 0.988955\n", + " 98.895529\n", " nahezu vollständig redundant\n", " \n", " \n", " 176_SD_8_10001_10005\n", - " 0.959856\n", - " 95.985586\n", + " 0.959920\n", + " 95.991957\n", " nahezu vollständig redundant\n", " \n", " \n", " 177_SD_8_10001_10003\n", - " 0.959943\n", - " 95.994301\n", + " 0.960622\n", + " 96.062224\n", " nahezu vollständig redundant\n", " \n", " \n", " 178_SD_8_10001_10011\n", - " 0.934975\n", - " 93.497467\n", + " 0.935066\n", + " 93.506603\n", " nahezu vollständig redundant\n", " \n", " \n", " 179_SD_8_10001_10002\n", - " 0.988933\n", - " 98.893294\n", + " 0.988955\n", + " 98.895529\n", " nahezu vollständig redundant\n", " \n", " \n", " 180_SD_8_10001_10005\n", - " 0.959856\n", - " 95.985586\n", + " 0.959920\n", + " 95.991956\n", " nahezu vollständig redundant\n", " \n", " \n", " 181_SD_8_10001_10003\n", - " 0.959943\n", - " 95.994301\n", + " 0.960622\n", + " 96.062223\n", " nahezu vollständig redundant\n", " \n", " \n", " 182_SD_8_10001_10011\n", - " 0.934975\n", - " 93.497467\n", + " 0.935066\n", + " 93.506602\n", " nahezu vollständig redundant\n", " \n", " \n", " 183_SD_8_10001_10002\n", - " 0.988933\n", - " 98.893294\n", + " 0.988955\n", + " 98.895529\n", " nahezu vollständig redundant\n", " \n", " \n", " 184_SD_8_10001_10005\n", - " 0.959856\n", - " 95.985586\n", + " 0.959920\n", + " 95.991956\n", " nahezu vollständig redundant\n", " \n", " \n", " 185_SD_8_10001_10003\n", - " 0.959943\n", - " 95.994301\n", + " 0.960622\n", + " 96.062223\n", " nahezu vollständig redundant\n", " \n", " \n", " 186_SD_8_10001_10011\n", - " 0.934975\n", - " 93.497467\n", + " 0.935066\n", + " 93.506602\n", " nahezu vollständig redundant\n", " \n", " \n", " 187_SD_9_10010_10006\n", - " 0.929644\n", - " 92.964387\n", + " 0.929664\n", + " 92.966409\n", " nahezu vollständig redundant\n", " \n", " \n", " 188_SD_9_10010_10026\n", - " 0.948064\n", - " 94.806367\n", + " 0.948070\n", + " 94.806986\n", " nahezu vollständig redundant\n", " \n", " \n", " 189_SD_9_10010_10027\n", - " 0.940733\n", - " 94.073350\n", + " 0.940740\n", + " 94.073969\n", " nahezu vollständig redundant\n", " \n", " \n", " 190_SD_9_10010_10018\n", - " 0.943245\n", - " 94.324516\n", + " 0.943251\n", + " 94.325090\n", " nahezu vollständig redundant\n", " \n", " \n", " 191_SD_9_10010_10009\n", - " 0.935750\n", - " 93.575019\n", + " 0.935756\n", + " 93.575583\n", " nahezu vollständig redundant\n", " \n", " \n", " 192_SD_9_10010_10006\n", - " 0.929644\n", - " 92.964386\n", + " 0.929664\n", + " 92.966408\n", " nahezu vollständig redundant\n", " \n", " \n", " 193_SD_9_10010_10026\n", - " 0.948064\n", - " 94.806367\n", + " 0.948070\n", + " 94.806986\n", " nahezu vollständig redundant\n", " \n", " \n", " 194_SD_9_10010_10027\n", - " 0.940733\n", - " 94.073349\n", + " 0.940740\n", + " 94.073969\n", " nahezu vollständig redundant\n", " \n", " \n", " 195_SD_9_10010_10018\n", - " 0.943245\n", - " 94.324517\n", + " 0.943251\n", + " 94.325090\n", " nahezu vollständig redundant\n", " \n", " \n", " 196_SD_9_10010_10009\n", - " 0.935750\n", - " 93.575019\n", + " 0.935756\n", + " 93.575582\n", " nahezu vollständig redundant\n", " \n", " \n", " 197_SD_9_10010_10006\n", - " 0.929644\n", - " 92.964387\n", + " 0.929664\n", + " 92.966409\n", " nahezu vollständig redundant\n", " \n", " \n", " 198_SD_9_10010_10026\n", - " 0.948064\n", - " 94.806368\n", + " 0.948070\n", + " 94.806986\n", " nahezu vollständig redundant\n", " \n", " \n", " 199_SD_9_10010_10027\n", - " 0.940733\n", - " 94.073349\n", + " 0.940740\n", + " 94.073968\n", " nahezu vollständig redundant\n", " \n", " \n", " 200_SD_9_10010_10018\n", - " 0.943245\n", - " 94.324517\n", + " 0.943251\n", + " 94.325090\n", " nahezu vollständig redundant\n", " \n", " \n", " 201_SD_9_10010_10009\n", - " 0.935750\n", - " 93.575019\n", + " 0.935756\n", + " 93.575582\n", " nahezu vollständig redundant\n", " \n", " \n", " 202_SD_10_10018_10010\n", - " 0.943245\n", - " 94.324518\n", + " 0.943251\n", + " 94.325091\n", " nahezu vollständig redundant\n", " \n", " \n", " 203_SD_10_10018_10026\n", - " 0.951599\n", - " 95.159864\n", + " 0.951607\n", + " 95.160677\n", " nahezu vollständig redundant\n", " \n", " \n", " 204_SD_10_10018_10043\n", - " 0.931413\n", - " 93.141308\n", + " 0.931428\n", + " 93.142753\n", " nahezu vollständig redundant\n", " \n", " \n", " 205_SD_10_10018_10027\n", - " 0.943379\n", - " 94.337928\n", + " 0.943384\n", + " 94.338360\n", " nahezu vollständig redundant\n", " \n", " \n", " 206_SD_10_10018_10009\n", - " 0.935373\n", - " 93.537308\n", + " 0.935375\n", + " 93.537533\n", " nahezu vollständig redundant\n", " \n", " \n", " 207_SD_10_10018_10010\n", - " 0.943245\n", - " 94.324518\n", + " 0.943251\n", + " 94.325091\n", " nahezu vollständig redundant\n", " \n", " \n", " 208_SD_10_10018_10026\n", - " 0.951599\n", - " 95.159864\n", + " 0.951607\n", + " 95.160677\n", " nahezu vollständig redundant\n", " \n", " \n", " 209_SD_10_10018_10043\n", - " 0.931413\n", - " 93.141308\n", + " 0.931428\n", + " 93.142753\n", " nahezu vollständig redundant\n", " \n", " \n", " 210_SD_10_10018_10027\n", - " 0.943379\n", - " 94.337928\n", + " 0.943384\n", + " 94.338360\n", " nahezu vollständig redundant\n", " \n", " \n", " 211_SD_10_10018_10009\n", - " 0.935373\n", - " 93.537308\n", + " 0.935375\n", + " 93.537533\n", " nahezu vollständig redundant\n", " \n", " \n", " 212_SD_10_10018_10010\n", - " 0.943245\n", - " 94.324518\n", + " 0.943251\n", + " 94.325091\n", " nahezu vollständig redundant\n", " \n", " \n", " 213_SD_10_10018_10026\n", - " 0.951599\n", - " 95.159864\n", + " 0.951607\n", + " 95.160677\n", " nahezu vollständig redundant\n", " \n", " \n", " 214_SD_10_10018_10043\n", - " 0.931413\n", - " 93.141308\n", + " 0.931428\n", + " 93.142753\n", " nahezu vollständig redundant\n", " \n", " \n", " 215_SD_10_10018_10027\n", - " 0.943379\n", - " 94.337929\n", + " 0.943384\n", + " 94.338360\n", " nahezu vollständig redundant\n", " \n", " \n", " 216_SD_10_10018_10009\n", - " 0.935373\n", - " 93.537308\n", + " 0.935375\n", + " 93.537533\n", " nahezu vollständig redundant\n", " \n", " \n", " 217_SD_11_10026_10018\n", - " 0.951599\n", - " 95.159863\n", + " 0.951607\n", + " 95.160676\n", " nahezu vollständig redundant\n", " \n", " \n", " 218_SD_11_10026_10010\n", - " 0.948064\n", - " 94.806367\n", + " 0.948070\n", + " 94.806986\n", " nahezu vollständig redundant\n", " \n", " \n", " 219_SD_11_10026_10043\n", - " 0.961433\n", - " 96.143297\n", + " 0.961461\n", + " 96.146082\n", " nahezu vollständig redundant\n", " \n", " \n", " 220_SD_11_10026_10044\n", - " 0.995447\n", - " 99.544721\n", + " 0.995452\n", + " 99.545164\n", " nahezu vollständig redundant\n", " \n", " \n", " 221_SD_11_10026_10027\n", - " 0.962490\n", - " 96.248999\n", + " 0.962504\n", + " 96.250438\n", " nahezu vollständig redundant\n", " \n", " \n", " 222_SD_11_10026_10021\n", - " 0.939213\n", - " 93.921277\n", + " 0.939387\n", + " 93.938703\n", " nahezu vollständig redundant\n", " \n", " \n", " 223_SD_11_10026_10020\n", - " 0.938407\n", - " 93.840705\n", + " 0.938577\n", + " 93.857707\n", " nahezu vollständig redundant\n", " \n", " \n", " 224_SD_11_10026_10018\n", - " 0.951599\n", - " 95.159863\n", + " 0.951607\n", + " 95.160676\n", " nahezu vollständig redundant\n", " \n", " \n", " 225_SD_11_10026_10010\n", - " 0.948064\n", - " 94.806367\n", + " 0.948070\n", + " 94.806985\n", " nahezu vollständig redundant\n", " \n", " \n", " 226_SD_11_10026_10043\n", - " 0.961433\n", - " 96.143296\n", + " 0.961461\n", + " 96.146081\n", " nahezu vollständig redundant\n", " \n", " \n", " 227_SD_11_10026_10044\n", - " 0.995447\n", - " 99.544721\n", + " 0.995452\n", + " 99.545164\n", " nahezu vollständig redundant\n", " \n", " \n", " 228_SD_11_10026_10027\n", - " 0.962490\n", - " 96.248999\n", + " 0.962504\n", + " 96.250438\n", " nahezu vollständig redundant\n", " \n", " \n", " 229_SD_11_10026_10021\n", - " 0.939213\n", - " 93.921277\n", + " 0.939387\n", + " 93.938703\n", " nahezu vollständig redundant\n", " \n", " \n", " 230_SD_11_10026_10020\n", - " 0.938407\n", - " 93.840705\n", + " 0.938577\n", + " 93.857707\n", " nahezu vollständig redundant\n", " \n", " \n", " 231_SD_11_10026_10018\n", - " 0.951599\n", - " 95.159863\n", + " 0.951607\n", + " 95.160676\n", " nahezu vollständig redundant\n", " \n", " \n", " 232_SD_11_10026_10010\n", - " 0.948064\n", - " 94.806367\n", + " 0.948070\n", + " 94.806986\n", " nahezu vollständig redundant\n", " \n", " \n", " 233_SD_11_10026_10043\n", - " 0.961433\n", - " 96.143297\n", + " 0.961461\n", + " 96.146082\n", " nahezu vollständig redundant\n", " \n", " \n", " 234_SD_11_10026_10044\n", - " 0.995447\n", - " 99.544721\n", + " 0.995452\n", + " 99.545164\n", " nahezu vollständig redundant\n", " \n", " \n", " 235_SD_11_10026_10027\n", - " 0.962490\n", - " 96.248999\n", + " 0.962504\n", + " 96.250438\n", " nahezu vollständig redundant\n", " \n", " \n", " 236_SD_11_10026_10021\n", - " 0.939213\n", - " 93.921277\n", + " 0.939387\n", + " 93.938703\n", " nahezu vollständig redundant\n", " \n", " \n", " 237_SD_11_10026_10020\n", - " 0.938407\n", - " 93.840705\n", + " 0.938577\n", + " 93.857707\n", " nahezu vollständig redundant\n", " \n", " \n", " 238_SD_12_10021_10026\n", - " 0.939213\n", - " 93.921277\n", + " 0.939387\n", + " 93.938702\n", " nahezu vollständig redundant\n", " \n", " \n", " 239_SD_12_10021_10024\n", - " 0.947379\n", - " 94.737888\n", + " 0.947380\n", + " 94.737996\n", " nahezu vollständig redundant\n", " \n", " \n", " 240_SD_12_10021_10025\n", - " 0.955924\n", - " 95.592380\n", + " 0.955940\n", + " 95.594001\n", " nahezu vollständig redundant\n", " \n", " \n", " 241_SD_12_10021_10022\n", - " 0.947908\n", - " 94.790812\n", + " 0.947917\n", + " 94.791710\n", " nahezu vollständig redundant\n", " \n", " \n", " 242_SD_12_10021_10023\n", - " 0.947597\n", - " 94.759673\n", + " 0.947599\n", + " 94.759860\n", " nahezu vollständig redundant\n", " \n", " \n", " 243_SD_12_10021_10020\n", - " 0.954242\n", - " 95.424192\n", + " 0.954240\n", + " 95.424026\n", " nahezu vollständig redundant\n", " \n", " \n", " 244_SD_12_10021_10019\n", - " 0.934416\n", - " 93.441600\n", + " 0.934437\n", + " 93.443740\n", " nahezu vollständig redundant\n", " \n", " \n", " 245_SD_12_10021_10026\n", - " 0.939213\n", - " 93.921277\n", + " 0.939387\n", + " 93.938702\n", " nahezu vollständig redundant\n", " \n", " \n", " 246_SD_12_10021_10024\n", - " 0.947379\n", - " 94.737888\n", + " 0.947380\n", + " 94.737996\n", " nahezu vollständig redundant\n", " \n", " \n", " 247_SD_12_10021_10025\n", - " 0.955924\n", - " 95.592379\n", + " 0.955940\n", + " 95.594001\n", " nahezu vollständig redundant\n", " \n", " \n", " 248_SD_12_10021_10022\n", - " 0.947908\n", - " 94.790812\n", + " 0.947917\n", + " 94.791710\n", " nahezu vollständig redundant\n", " \n", " \n", " 249_SD_12_10021_10023\n", - " 0.947597\n", - " 94.759673\n", + " 0.947599\n", + " 94.759860\n", " nahezu vollständig redundant\n", " \n", " \n", " 250_SD_12_10021_10020\n", - " 0.954242\n", - " 95.424192\n", + " 0.954240\n", + " 95.424026\n", " nahezu vollständig redundant\n", " \n", " \n", " 251_SD_12_10021_10019\n", - " 0.934416\n", - " 93.441600\n", + " 0.934437\n", + " 93.443740\n", " nahezu vollständig redundant\n", " \n", " \n", " 252_SD_12_10021_10026\n", - " 0.939213\n", - " 93.921277\n", + " 0.939387\n", + " 93.938702\n", " nahezu vollständig redundant\n", " \n", " \n", " 253_SD_12_10021_10024\n", - " 0.947379\n", - " 94.737888\n", + " 0.947380\n", + " 94.737996\n", " nahezu vollständig redundant\n", " \n", " \n", " 254_SD_12_10021_10025\n", - " 0.955924\n", - " 95.592380\n", + " 0.955940\n", + " 95.594001\n", " nahezu vollständig redundant\n", " \n", " \n", " 255_SD_12_10021_10022\n", - " 0.947908\n", - " 94.790812\n", + " 0.947917\n", + " 94.791710\n", " nahezu vollständig redundant\n", " \n", " \n", " 256_SD_12_10021_10023\n", - " 0.947597\n", - " 94.759673\n", + " 0.947599\n", + " 94.759860\n", " nahezu vollständig redundant\n", " \n", " \n", " 257_SD_12_10021_10020\n", - " 0.954242\n", - " 95.424192\n", + " 0.954240\n", + " 95.424026\n", " nahezu vollständig redundant\n", " \n", " \n", " 258_SD_12_10021_10019\n", - " 0.934416\n", - " 93.441600\n", + " 0.934437\n", + " 93.443740\n", " nahezu vollständig redundant\n", " \n", " \n", " 259_SD_13_10020_10021\n", - " 0.954242\n", - " 95.424192\n", + " 0.954240\n", + " 95.424026\n", " nahezu vollständig redundant\n", " \n", " \n", " 260_SD_13_10020_10022\n", - " 0.948138\n", - " 94.813832\n", + " 0.948145\n", + " 94.814543\n", " nahezu vollständig redundant\n", " \n", " \n", " 261_SD_13_10020_10024\n", " 0.948738\n", - " 94.873793\n", + " 94.873816\n", " nahezu vollständig redundant\n", " \n", " \n", " 262_SD_13_10020_10025\n", - " 0.955771\n", - " 95.577066\n", + " 0.955782\n", + " 95.578193\n", " nahezu vollständig redundant\n", " \n", " \n", " 263_SD_13_10020_10023\n", " 0.946970\n", - " 94.696997\n", + " 94.697030\n", " nahezu vollständig redundant\n", " \n", " \n", " 264_SD_13_10020_10019\n", - " 0.935040\n", - " 93.504004\n", + " 0.935068\n", + " 93.506821\n", " nahezu vollständig redundant\n", " \n", " \n", " 265_SD_13_10020_10026\n", - " 0.938407\n", - " 93.840705\n", + " 0.938577\n", + " 93.857707\n", " nahezu vollständig redundant\n", " \n", " \n", " 266_SD_13_10020_10021\n", - " 0.954242\n", - " 95.424192\n", + " 0.954240\n", + " 95.424026\n", " nahezu vollständig redundant\n", " \n", " \n", " 267_SD_13_10020_10022\n", - " 0.948138\n", - " 94.813832\n", + " 0.948145\n", + " 94.814543\n", " nahezu vollständig redundant\n", " \n", " \n", " 268_SD_13_10020_10024\n", " 0.948738\n", - " 94.873793\n", + " 94.873816\n", " nahezu vollständig redundant\n", " \n", " \n", " 269_SD_13_10020_10025\n", - " 0.955771\n", - " 95.577066\n", + " 0.955782\n", + " 95.578193\n", " nahezu vollständig redundant\n", " \n", " \n", " 270_SD_13_10020_10023\n", " 0.946970\n", - " 94.696997\n", + " 94.697030\n", " nahezu vollständig redundant\n", " \n", " \n", " 271_SD_13_10020_10019\n", - " 0.935040\n", - " 93.504004\n", + " 0.935068\n", + " 93.506821\n", " nahezu vollständig redundant\n", " \n", " \n", " 272_SD_13_10020_10026\n", - " 0.938407\n", - " 93.840705\n", + " 0.938577\n", + " 93.857707\n", " nahezu vollständig redundant\n", " \n", " \n", " 273_SD_13_10020_10021\n", - " 0.954242\n", - " 95.424192\n", + " 0.954240\n", + " 95.424026\n", " nahezu vollständig redundant\n", " \n", " \n", " 274_SD_13_10020_10022\n", - " 0.948138\n", - " 94.813832\n", + " 0.948145\n", + " 94.814543\n", " nahezu vollständig redundant\n", " \n", " \n", " 275_SD_13_10020_10024\n", " 0.948738\n", - " 94.873793\n", + " 94.873816\n", " nahezu vollständig redundant\n", " \n", " \n", " 276_SD_13_10020_10025\n", - " 0.955771\n", - " 95.577066\n", + " 0.955782\n", + " 95.578193\n", " nahezu vollständig redundant\n", " \n", " \n", " 277_SD_13_10020_10023\n", " 0.946970\n", - " 94.696997\n", + " 94.697030\n", " nahezu vollständig redundant\n", " \n", " \n", " 278_SD_13_10020_10019\n", - " 0.935040\n", - " 93.504004\n", + " 0.935068\n", + " 93.506821\n", " nahezu vollständig redundant\n", " \n", " \n", " 279_SD_13_10020_10026\n", - " 0.938407\n", - " 93.840705\n", + " 0.938577\n", + " 93.857707\n", " nahezu vollständig redundant\n", " \n", " \n", " 280_SD_14_10019_10020\n", - " 0.935040\n", - " 93.504003\n", + " 0.935068\n", + " 93.506820\n", " nahezu vollständig redundant\n", " \n", " \n", " 281_SD_14_10019_10033\n", - " 0.923528\n", - " 92.352803\n", + " 0.924643\n", + " 92.464295\n", " nahezu vollständig redundant\n", " \n", " \n", " 282_SD_14_10019_10017\n", - " 0.928292\n", - " 92.829204\n", + " 0.928527\n", + " 92.852677\n", " nahezu vollständig redundant\n", " \n", " \n", " 283_SD_14_10019_10026\n", - " 0.936181\n", - " 93.618117\n", + " 0.936411\n", + " 93.641061\n", " nahezu vollständig redundant\n", " \n", " \n", " 284_SD_14_10019_10021\n", - " 0.934416\n", - " 93.441599\n", + " 0.934437\n", + " 93.443739\n", " nahezu vollständig redundant\n", " \n", " \n", " 285_SD_14_10019_10020\n", - " 0.935040\n", - " 93.504003\n", + " 0.935068\n", + " 93.506820\n", " nahezu vollständig redundant\n", " \n", " \n", " 286_SD_14_10019_10033\n", - " 0.923528\n", - " 92.352803\n", + " 0.924643\n", + " 92.464295\n", " nahezu vollständig redundant\n", " \n", " \n", " 287_SD_14_10019_10017\n", - " 0.928292\n", - " 92.829203\n", + " 0.928527\n", + " 92.852676\n", " nahezu vollständig redundant\n", " \n", " \n", " 288_SD_14_10019_10026\n", - " 0.936181\n", - " 93.618118\n", + " 0.936411\n", + " 93.641061\n", " nahezu vollständig redundant\n", " \n", " \n", " 289_SD_14_10019_10021\n", - " 0.934416\n", - " 93.441599\n", + " 0.934437\n", + " 93.443739\n", " nahezu vollständig redundant\n", " \n", " \n", " 290_SD_14_10019_10020\n", - " 0.935040\n", - " 93.504003\n", + " 0.935068\n", + " 93.506820\n", " nahezu vollständig redundant\n", " \n", " \n", " 291_SD_14_10019_10033\n", - " 0.923528\n", - " 92.352802\n", + " 0.924643\n", + " 92.464295\n", " nahezu vollständig redundant\n", " \n", " \n", " 292_SD_14_10019_10017\n", - " 0.928292\n", - " 92.829204\n", + " 0.928527\n", + " 92.852677\n", " nahezu vollständig redundant\n", " \n", " \n", " 293_SD_14_10019_10026\n", - " 0.936181\n", - " 93.618118\n", + " 0.936411\n", + " 93.641062\n", " nahezu vollständig redundant\n", " \n", " \n", " 294_SD_14_10019_10021\n", - " 0.934416\n", - " 93.441599\n", + " 0.934437\n", + " 93.443739\n", " nahezu vollständig redundant\n", " \n", " \n", " 295_SD_15_10027_10026\n", - " 0.962490\n", - " 96.248999\n", + " 0.962504\n", + " 96.250437\n", " nahezu vollständig redundant\n", " \n", " \n", " 296_SD_15_10027_10010\n", - " 0.940734\n", - " 94.073352\n", + " 0.940740\n", + " 94.073971\n", " nahezu vollständig redundant\n", " \n", " \n", " 297_SD_15_10027_10018\n", - " 0.943379\n", - " 94.337931\n", + " 0.943384\n", + " 94.338362\n", " nahezu vollständig redundant\n", " \n", " \n", " 298_SD_15_10027_10043\n", - " 0.943977\n", - " 94.397736\n", + " 0.943990\n", + " 94.399028\n", " nahezu vollständig redundant\n", " \n", " \n", " 299_SD_15_10027_10044\n", - " 0.962406\n", - " 96.240582\n", + " 0.962423\n", + " 96.242256\n", " nahezu vollständig redundant\n", " \n", " \n", " 300_SD_15_10027_10025\n", - " 0.912901\n", - " 91.290108\n", + " 0.912945\n", + " 91.294540\n", " nahezu vollständig redundant\n", " \n", " \n", " 301_SD_15_10027_10026\n", - " 0.962490\n", - " 96.248999\n", + " 0.962504\n", + " 96.250437\n", " nahezu vollständig redundant\n", " \n", " \n", " 302_SD_15_10027_10010\n", - " 0.940734\n", - " 94.073352\n", + " 0.940740\n", + " 94.073971\n", " nahezu vollständig redundant\n", " \n", " \n", " 303_SD_15_10027_10018\n", - " 0.943379\n", - " 94.337930\n", + " 0.943384\n", + " 94.338362\n", " nahezu vollständig redundant\n", " \n", " \n", " 304_SD_15_10027_10043\n", - " 0.943977\n", - " 94.397737\n", + " 0.943990\n", + " 94.399028\n", " nahezu vollständig redundant\n", " \n", " \n", " 305_SD_15_10027_10044\n", - " 0.962406\n", - " 96.240582\n", + " 0.962423\n", + " 96.242256\n", " nahezu vollständig redundant\n", " \n", " \n", " 306_SD_15_10027_10025\n", - " 0.912901\n", - " 91.290108\n", + " 0.912945\n", + " 91.294540\n", " nahezu vollständig redundant\n", " \n", " \n", " 307_SD_15_10027_10026\n", - " 0.962490\n", - " 96.248999\n", + " 0.962504\n", + " 96.250437\n", " nahezu vollständig redundant\n", " \n", " \n", " 308_SD_15_10027_10010\n", - " 0.940734\n", - " 94.073352\n", + " 0.940740\n", + " 94.073971\n", " nahezu vollständig redundant\n", " \n", " \n", " 309_SD_15_10027_10018\n", - " 0.943379\n", - " 94.337930\n", + " 0.943384\n", + " 94.338362\n", " nahezu vollständig redundant\n", " \n", " \n", " 310_SD_15_10027_10043\n", - " 0.943977\n", - " 94.397737\n", + " 0.943990\n", + " 94.399028\n", " nahezu vollständig redundant\n", " \n", " \n", " 311_SD_15_10027_10044\n", - " 0.962406\n", - " 96.240582\n", + " 0.962423\n", + " 96.242256\n", " nahezu vollständig redundant\n", " \n", " \n", " 312_SD_15_10027_10025\n", - " 0.912901\n", - " 91.290108\n", + " 0.912945\n", + " 91.294539\n", " nahezu vollständig redundant\n", " \n", " \n", " 313_SD_16_10022_10021\n", - " 0.947908\n", - " 94.790812\n", + " 0.947917\n", + " 94.791710\n", " nahezu vollständig redundant\n", " \n", " \n", " 314_SD_16_10022_10024\n", - " 0.944186\n", - " 94.418629\n", + " 0.944187\n", + " 94.418685\n", " nahezu vollständig redundant\n", " \n", " \n", " 315_SD_16_10022_10025\n", - " 0.948106\n", - " 94.810619\n", + " 0.948114\n", + " 94.811417\n", " nahezu vollständig redundant\n", " \n", " \n", " 316_SD_16_10022_10023\n", - " 0.942758\n", - " 94.275770\n", + " 0.942774\n", + " 94.277404\n", " nahezu vollständig redundant\n", " \n", " \n", " 317_SD_16_10022_10020\n", - " 0.948138\n", - " 94.813831\n", + " 0.948145\n", + " 94.814543\n", " nahezu vollständig redundant\n", " \n", " \n", " 318_SD_16_10022_10021\n", - " 0.947908\n", - " 94.790812\n", + " 0.947917\n", + " 94.791710\n", " nahezu vollständig redundant\n", " \n", " \n", " 319_SD_16_10022_10024\n", - " 0.944186\n", - " 94.418630\n", + " 0.944187\n", + " 94.418685\n", " nahezu vollständig redundant\n", " \n", " \n", " 320_SD_16_10022_10025\n", - " 0.948106\n", - " 94.810619\n", + " 0.948114\n", + " 94.811417\n", " nahezu vollständig redundant\n", " \n", " \n", " 321_SD_16_10022_10023\n", - " 0.942758\n", - " 94.275770\n", + " 0.942774\n", + " 94.277404\n", " nahezu vollständig redundant\n", " \n", " \n", " 322_SD_16_10022_10020\n", - " 0.948138\n", - " 94.813831\n", + " 0.948145\n", + " 94.814543\n", " nahezu vollständig redundant\n", " \n", " \n", " 323_SD_16_10022_10021\n", - " 0.947908\n", - " 94.790812\n", + " 0.947917\n", + " 94.791710\n", " nahezu vollständig redundant\n", " \n", " \n", " 324_SD_16_10022_10024\n", - " 0.944186\n", - " 94.418630\n", + " 0.944187\n", + " 94.418686\n", " nahezu vollständig redundant\n", " \n", " \n", " 325_SD_16_10022_10025\n", - " 0.948106\n", - " 94.810619\n", + " 0.948114\n", + " 94.811417\n", " nahezu vollständig redundant\n", " \n", " \n", " 326_SD_16_10022_10023\n", - " 0.942758\n", - " 94.275770\n", + " 0.942774\n", + " 94.277404\n", " nahezu vollständig redundant\n", " \n", " \n", " 327_SD_16_10022_10020\n", - " 0.948138\n", - " 94.813831\n", + " 0.948145\n", + " 94.814543\n", " nahezu vollständig redundant\n", " \n", " \n", " 328_SD_17_10023_10022\n", - " 0.942758\n", - " 94.275770\n", + " 0.942774\n", + " 94.277405\n", " nahezu vollständig redundant\n", " \n", " \n", " 329_SD_17_10023_10024\n", " 0.943267\n", - " 94.326734\n", + " 94.326690\n", " nahezu vollständig redundant\n", " \n", " \n", " 330_SD_17_10023_10025\n", - " 0.946564\n", - " 94.656386\n", + " 0.946569\n", + " 94.656915\n", " nahezu vollständig redundant\n", " \n", " \n", " 331_SD_17_10023_10020\n", " 0.946970\n", - " 94.696997\n", + " 94.697031\n", " nahezu vollständig redundant\n", " \n", " \n", " 332_SD_17_10023_10021\n", - " 0.947597\n", - " 94.759673\n", + " 0.947599\n", + " 94.759861\n", " nahezu vollständig redundant\n", " \n", " \n", " 333_SD_17_10023_10022\n", - " 0.942758\n", - " 94.275770\n", + " 0.942774\n", + " 94.277405\n", " nahezu vollständig redundant\n", " \n", " \n", " 334_SD_17_10023_10024\n", " 0.943267\n", - " 94.326734\n", + " 94.326690\n", " nahezu vollständig redundant\n", " \n", " \n", " 335_SD_17_10023_10025\n", - " 0.946564\n", - " 94.656386\n", + " 0.946569\n", + " 94.656915\n", " nahezu vollständig redundant\n", " \n", " \n", " 336_SD_17_10023_10020\n", " 0.946970\n", - " 94.696997\n", + " 94.697031\n", " nahezu vollständig redundant\n", " \n", " \n", " 337_SD_17_10023_10021\n", - " 0.947597\n", - " 94.759673\n", + " 0.947599\n", + " 94.759861\n", " nahezu vollständig redundant\n", " \n", " \n", " 338_SD_17_10023_10022\n", - " 0.942758\n", - " 94.275770\n", + " 0.942774\n", + " 94.277405\n", " nahezu vollständig redundant\n", " \n", " \n", " 339_SD_17_10023_10024\n", " 0.943267\n", - " 94.326734\n", + " 94.326690\n", " nahezu vollständig redundant\n", " \n", " \n", " 340_SD_17_10023_10025\n", - " 0.946564\n", - " 94.656386\n", + " 0.946569\n", + " 94.656915\n", " nahezu vollständig redundant\n", " \n", " \n", " 341_SD_17_10023_10020\n", " 0.946970\n", - " 94.696997\n", + " 94.697031\n", " nahezu vollständig redundant\n", " \n", " \n", " 342_SD_17_10023_10021\n", - " 0.947597\n", - " 94.759673\n", + " 0.947599\n", + " 94.759861\n", " nahezu vollständig redundant\n", " \n", " \n", " 343_SD_18_10024_10023\n", " 0.943267\n", - " 94.326734\n", + " 94.326690\n", " nahezu vollständig redundant\n", " \n", " \n", " 344_SD_18_10024_10020\n", " 0.948738\n", - " 94.873793\n", + " 94.873816\n", " nahezu vollständig redundant\n", " \n", " \n", " 345_SD_18_10024_10022\n", - " 0.944186\n", - " 94.418630\n", + " 0.944187\n", + " 94.418685\n", " nahezu vollständig redundant\n", " \n", " \n", " 346_SD_18_10024_10021\n", - " 0.947379\n", - " 94.737888\n", + " 0.947380\n", + " 94.737996\n", " nahezu vollständig redundant\n", " \n", " \n", " 347_SD_18_10024_10025\n", - " 0.944499\n", - " 94.449860\n", + " 0.944506\n", + " 94.450648\n", " nahezu vollständig redundant\n", " \n", " \n", " 348_SD_18_10024_10023\n", " 0.943267\n", - " 94.326734\n", + " 94.326690\n", " nahezu vollständig redundant\n", " \n", " \n", " 349_SD_18_10024_10020\n", " 0.948738\n", - " 94.873793\n", + " 94.873816\n", " nahezu vollständig redundant\n", " \n", " \n", " 350_SD_18_10024_10022\n", - " 0.944186\n", - " 94.418629\n", + " 0.944187\n", + " 94.418685\n", " nahezu vollständig redundant\n", " \n", " \n", " 351_SD_18_10024_10021\n", - " 0.947379\n", - " 94.737888\n", + " 0.947380\n", + " 94.737996\n", " nahezu vollständig redundant\n", " \n", " \n", " 352_SD_18_10024_10025\n", - " 0.944499\n", - " 94.449860\n", + " 0.944506\n", + " 94.450648\n", " nahezu vollständig redundant\n", " \n", " \n", " 353_SD_18_10024_10023\n", " 0.943267\n", - " 94.326734\n", + " 94.326690\n", " nahezu vollständig redundant\n", " \n", " \n", " 354_SD_18_10024_10020\n", " 0.948738\n", - " 94.873793\n", + " 94.873816\n", " nahezu vollständig redundant\n", " \n", " \n", " 355_SD_18_10024_10022\n", - " 0.944186\n", - " 94.418629\n", + " 0.944187\n", + " 94.418685\n", " nahezu vollständig redundant\n", " \n", " \n", " 356_SD_18_10024_10021\n", - " 0.947379\n", - " 94.737888\n", + " 0.947380\n", + " 94.737996\n", " nahezu vollständig redundant\n", " \n", " \n", " 357_SD_18_10024_10025\n", - " 0.944499\n", - " 94.449860\n", + " 0.944506\n", + " 94.450648\n", " nahezu vollständig redundant\n", " \n", " \n", " 358_SD_19_10025_10024\n", - " 0.944499\n", - " 94.449861\n", + " 0.944506\n", + " 94.450649\n", " nahezu vollständig redundant\n", " \n", " \n", " 359_SD_19_10025_10021\n", - " 0.955924\n", - " 95.592380\n", + " 0.955940\n", + " 95.594001\n", " nahezu vollständig redundant\n", " \n", " \n", " 360_SD_19_10025_10022\n", - " 0.948106\n", - " 94.810619\n", + " 0.948114\n", + " 94.811417\n", " nahezu vollständig redundant\n", " \n", " \n", " 361_SD_19_10025_10020\n", - " 0.955771\n", - " 95.577066\n", + " 0.955782\n", + " 95.578193\n", " nahezu vollständig redundant\n", " \n", " \n", " 362_SD_19_10025_10023\n", - " 0.946564\n", - " 94.656386\n", + " 0.946569\n", + " 94.656915\n", " nahezu vollständig redundant\n", " \n", " \n", " 363_SD_19_10025_10033\n", - " 0.911586\n", - " 91.158622\n", + " 0.912308\n", + " 91.230839\n", " nahezu vollständig redundant\n", " \n", " \n", " 364_SD_19_10025_10027\n", - " 0.912901\n", - " 91.290108\n", + " 0.912945\n", + " 91.294540\n", " nahezu vollständig redundant\n", " \n", " \n", " 365_SD_19_10025_10024\n", - " 0.944499\n", - " 94.449861\n", + " 0.944506\n", + " 94.450649\n", " nahezu vollständig redundant\n", " \n", " \n", " 366_SD_19_10025_10021\n", - " 0.955924\n", - " 95.592379\n", + " 0.955940\n", + " 95.594001\n", " nahezu vollständig redundant\n", " \n", " \n", " 367_SD_19_10025_10022\n", - " 0.948106\n", - " 94.810619\n", + " 0.948114\n", + " 94.811417\n", " nahezu vollständig redundant\n", " \n", " \n", " 368_SD_19_10025_10020\n", - " 0.955771\n", - " 95.577066\n", + " 0.955782\n", + " 95.578193\n", " nahezu vollständig redundant\n", " \n", " \n", " 369_SD_19_10025_10023\n", - " 0.946564\n", - " 94.656386\n", + " 0.946569\n", + " 94.656916\n", " nahezu vollständig redundant\n", " \n", " \n", " 370_SD_19_10025_10033\n", - " 0.911586\n", - " 91.158622\n", + " 0.912308\n", + " 91.230839\n", " nahezu vollständig redundant\n", " \n", " \n", " 371_SD_19_10025_10027\n", - " 0.912901\n", - " 91.290108\n", + " 0.912945\n", + " 91.294540\n", " nahezu vollständig redundant\n", " \n", " \n", " 372_SD_19_10025_10024\n", - " 0.944499\n", - " 94.449861\n", + " 0.944506\n", + " 94.450649\n", " nahezu vollständig redundant\n", " \n", " \n", " 373_SD_19_10025_10021\n", - " 0.955924\n", - " 95.592379\n", + " 0.955940\n", + " 95.594001\n", " nahezu vollständig redundant\n", " \n", " \n", " 374_SD_19_10025_10022\n", - " 0.948106\n", - " 94.810619\n", + " 0.948114\n", + " 94.811417\n", " nahezu vollständig redundant\n", " \n", " \n", " 375_SD_19_10025_10020\n", - " 0.955771\n", - " 95.577066\n", + " 0.955782\n", + " 95.578193\n", " nahezu vollständig redundant\n", " \n", " \n", " 376_SD_19_10025_10023\n", - " 0.946564\n", - " 94.656386\n", + " 0.946569\n", + " 94.656916\n", " nahezu vollständig redundant\n", " \n", " \n", " 377_SD_19_10025_10033\n", - " 0.911586\n", - " 91.158622\n", + " 0.912308\n", + " 91.230839\n", " nahezu vollständig redundant\n", " \n", " \n", " 378_SD_19_10025_10027\n", - " 0.912901\n", - " 91.290108\n", + " 0.912945\n", + " 91.294540\n", " nahezu vollständig redundant\n", " \n", " \n", " 379_SD_20_10043_10027\n", - " 0.943977\n", - " 94.397737\n", + " 0.943990\n", + " 94.399029\n", " nahezu vollständig redundant\n", " \n", " \n", " 380_SD_20_10043_10026\n", - " 0.961433\n", - " 96.143295\n", + " 0.961461\n", + " 96.146080\n", " nahezu vollständig redundant\n", " \n", " \n", " 381_SD_20_10043_10052\n", - " 0.938763\n", - " 93.876266\n", + " 0.938791\n", + " 93.879074\n", " nahezu vollständig redundant\n", " \n", " \n", " 382_SD_20_10043_10044\n", - " 0.961846\n", - " 96.184638\n", + " 0.961886\n", + " 96.188554\n", " nahezu vollständig redundant\n", " \n", " \n", " 383_SD_20_10043_10042\n", - " 0.928902\n", - " 92.890180\n", + " 0.929629\n", + " 92.962882\n", " nahezu vollständig redundant\n", " \n", " \n", " 384_SD_20_10043_10027\n", - " 0.943977\n", - " 94.397738\n", + " 0.943990\n", + " 94.399029\n", " nahezu vollständig redundant\n", " \n", " \n", " 385_SD_20_10043_10026\n", - " 0.961433\n", - " 96.143295\n", + " 0.961461\n", + " 96.146080\n", " nahezu vollständig redundant\n", " \n", " \n", " 386_SD_20_10043_10052\n", - " 0.938763\n", - " 93.876267\n", + " 0.938791\n", + " 93.879074\n", " nahezu vollständig redundant\n", " \n", " \n", " 387_SD_20_10043_10044\n", - " 0.961846\n", - " 96.184638\n", + " 0.961886\n", + " 96.188554\n", " nahezu vollständig redundant\n", " \n", " \n", " 388_SD_20_10043_10042\n", - " 0.928902\n", - " 92.890180\n", + " 0.929629\n", + " 92.962882\n", " nahezu vollständig redundant\n", " \n", " \n", " 389_SD_20_10043_10027\n", - " 0.943977\n", - " 94.397738\n", + " 0.943990\n", + " 94.399029\n", " nahezu vollständig redundant\n", " \n", " \n", " 390_SD_20_10043_10026\n", - " 0.961433\n", - " 96.143295\n", + " 0.961461\n", + " 96.146081\n", " nahezu vollständig redundant\n", " \n", " \n", " 391_SD_20_10043_10052\n", - " 0.938763\n", - " 93.876267\n", + " 0.938791\n", + " 93.879074\n", " nahezu vollständig redundant\n", " \n", " \n", " 392_SD_20_10043_10044\n", - " 0.961846\n", - " 96.184638\n", + " 0.961886\n", + " 96.188554\n", " nahezu vollständig redundant\n", " \n", " \n", " 393_SD_20_10043_10042\n", - " 0.928902\n", - " 92.890180\n", + " 0.929629\n", + " 92.962882\n", " nahezu vollständig redundant\n", " \n", " \n", " 394_SD_21_10044_10027\n", - " 0.962406\n", - " 96.240585\n", + " 0.962423\n", + " 96.242259\n", " nahezu vollständig redundant\n", " \n", " \n", " 395_SD_21_10044_10043\n", - " 0.961846\n", - " 96.184638\n", + " 0.961886\n", + " 96.188554\n", " nahezu vollständig redundant\n", " \n", " \n", " 396_SD_21_10044_10052\n", - " 0.957380\n", - " 95.737969\n", + " 0.957391\n", + " 95.739145\n", " nahezu vollständig redundant\n", " \n", " \n", " 397_SD_21_10044_10053\n", - " 0.953262\n", - " 95.326246\n", + " 0.953280\n", + " 95.328001\n", " nahezu vollständig redundant\n", " \n", " \n", " 398_SD_21_10044_10037\n", - " 0.994212\n", - " 99.421250\n", + " 0.994359\n", + " 99.435880\n", " nahezu vollständig redundant\n", " \n", " \n", " 399_SD_21_10044_10040\n", - " 0.944404\n", - " 94.440365\n", + " 0.954347\n", + " 95.434745\n", " nahezu vollständig redundant\n", " \n", " \n", " 400_SD_21_10044_10042\n", - " 0.940459\n", - " 94.045886\n", + " 0.941269\n", + " 94.126908\n", " nahezu vollständig redundant\n", " \n", " \n", " 401_SD_21_10044_10027\n", - " 0.962406\n", - " 96.240585\n", + " 0.962423\n", + " 96.242258\n", " nahezu vollständig redundant\n", " \n", " \n", " 402_SD_21_10044_10043\n", - " 0.961846\n", - " 96.184638\n", + " 0.961886\n", + " 96.188553\n", " nahezu vollständig redundant\n", " \n", " \n", " 403_SD_21_10044_10052\n", - " 0.957380\n", - " 95.737969\n", + " 0.957391\n", + " 95.739145\n", " nahezu vollständig redundant\n", " \n", " \n", " 404_SD_21_10044_10053\n", - " 0.953262\n", - " 95.326246\n", + " 0.953280\n", + " 95.328002\n", " nahezu vollständig redundant\n", " \n", " \n", " 405_SD_21_10044_10037\n", - " 0.994212\n", - " 99.421250\n", + " 0.994359\n", + " 99.435880\n", " nahezu vollständig redundant\n", " \n", " \n", " 406_SD_21_10044_10040\n", - " 0.944404\n", - " 94.440365\n", + " 0.954347\n", + " 95.434745\n", " nahezu vollständig redundant\n", " \n", " \n", " 407_SD_21_10044_10042\n", - " 0.940459\n", - " 94.045886\n", + " 0.941269\n", + " 94.126908\n", " nahezu vollständig redundant\n", " \n", " \n", " 408_SD_21_10044_10027\n", - " 0.962406\n", - " 96.240585\n", + " 0.962423\n", + " 96.242258\n", " nahezu vollständig redundant\n", " \n", " \n", " 409_SD_21_10044_10043\n", - " 0.961846\n", - " 96.184638\n", + " 0.961886\n", + " 96.188554\n", " nahezu vollständig redundant\n", " \n", " \n", " 410_SD_21_10044_10052\n", - " 0.957380\n", - " 95.737969\n", + " 0.957391\n", + " 95.739145\n", " nahezu vollständig redundant\n", " \n", " \n", " 411_SD_21_10044_10053\n", - " 0.953262\n", - " 95.326246\n", + " 0.953280\n", + " 95.328001\n", " nahezu vollständig redundant\n", " \n", " \n", " 412_SD_21_10044_10037\n", - " 0.994212\n", - " 99.421250\n", + " 0.994359\n", + " 99.435880\n", " nahezu vollständig redundant\n", " \n", " \n", " 413_SD_21_10044_10040\n", - " 0.944404\n", - " 94.440365\n", + " 0.954347\n", + " 95.434746\n", " nahezu vollständig redundant\n", " \n", " \n", " 414_SD_21_10044_10042\n", - " 0.940459\n", - " 94.045886\n", + " 0.941269\n", + " 94.126908\n", " nahezu vollständig redundant\n", " \n", " \n", " 415_SD_22_10042_10043\n", - " 0.928902\n", - " 92.890180\n", + " 0.929629\n", + " 92.962882\n", " nahezu vollständig redundant\n", " \n", " \n", " 416_SD_22_10042_10044\n", - " 0.940459\n", - " 94.045885\n", + " 0.941269\n", + " 94.126908\n", " nahezu vollständig redundant\n", " \n", " \n", " 417_SD_22_10042_10040\n", - " 0.931188\n", - " 93.118825\n", + " 0.935556\n", + " 93.555630\n", " nahezu vollständig redundant\n", " \n", " \n", " 418_SD_22_10042_10041\n", - " 0.917995\n", - " 91.799497\n", + " 0.919473\n", + " 91.947319\n", " nahezu vollständig redundant\n", " \n", " \n", " 419_SD_22_10042_10043\n", - " 0.928902\n", - " 92.890180\n", + " 0.929629\n", + " 92.962882\n", " nahezu vollständig redundant\n", " \n", " \n", " 420_SD_22_10042_10044\n", - " 0.940459\n", - " 94.045885\n", + " 0.941269\n", + " 94.126908\n", " nahezu vollständig redundant\n", " \n", " \n", " 421_SD_22_10042_10040\n", - " 0.931188\n", - " 93.118825\n", + " 0.935556\n", + " 93.555630\n", " nahezu vollständig redundant\n", " \n", " \n", " 422_SD_22_10042_10041\n", - " 0.917995\n", - " 91.799498\n", + " 0.919473\n", + " 91.947319\n", " nahezu vollständig redundant\n", " \n", " \n", " 423_SD_22_10042_10043\n", - " 0.928902\n", - " 92.890180\n", + " 0.929629\n", + " 92.962882\n", " nahezu vollständig redundant\n", " \n", " \n", " 424_SD_22_10042_10044\n", - " 0.940459\n", - " 94.045885\n", + " 0.941269\n", + " 94.126908\n", " nahezu vollständig redundant\n", " \n", " \n", " 425_SD_22_10042_10040\n", - " 0.931188\n", - " 93.118825\n", + " 0.935556\n", + " 93.555630\n", " nahezu vollständig redundant\n", " \n", " \n", " 426_SD_22_10042_10041\n", - " 0.917995\n", - " 91.799498\n", + " 0.919473\n", + " 91.947319\n", " nahezu vollständig redundant\n", " \n", " \n", " 427_SD_23_10041_10042\n", - " 0.917995\n", - " 91.799498\n", + " 0.919473\n", + " 91.947319\n", " nahezu vollständig redundant\n", " \n", " \n", " 428_SD_23_10041_10044\n", - " 0.925833\n", - " 92.583338\n", + " 0.931106\n", + " 93.110550\n", " nahezu vollständig redundant\n", " \n", " \n", " 429_SD_23_10041_10040\n", - " 0.922771\n", - " 92.277081\n", + " 0.941002\n", + " 94.100169\n", " nahezu vollständig redundant\n", " \n", " \n", " 430_SD_23_10041_10038\n", - " 0.906561\n", - " 90.656147\n", + " 0.908461\n", + " 90.846073\n", " nahezu vollständig redundant\n", " \n", " \n", " 431_SD_23_10041_10042\n", - " 0.917995\n", - " 91.799498\n", + " 0.919473\n", + " 91.947319\n", " nahezu vollständig redundant\n", " \n", " \n", " 432_SD_23_10041_10044\n", - " 0.925833\n", - " 92.583338\n", + " 0.931106\n", + " 93.110550\n", " nahezu vollständig redundant\n", " \n", " \n", " 433_SD_23_10041_10040\n", - " 0.922771\n", - " 92.277081\n", + " 0.941002\n", + " 94.100169\n", " nahezu vollständig redundant\n", " \n", " \n", " 434_SD_23_10041_10038\n", - " 0.906561\n", - " 90.656147\n", + " 0.908461\n", + " 90.846073\n", " nahezu vollständig redundant\n", " \n", " \n", " 435_SD_23_10041_10042\n", - " 0.917995\n", - " 91.799498\n", + " 0.919473\n", + " 91.947319\n", " nahezu vollständig redundant\n", " \n", " \n", " 436_SD_23_10041_10044\n", - " 0.925833\n", - " 92.583338\n", + " 0.931106\n", + " 93.110551\n", " nahezu vollständig redundant\n", " \n", " \n", " 437_SD_23_10041_10040\n", - " 0.922771\n", - " 92.277081\n", + " 0.941002\n", + " 94.100168\n", " nahezu vollständig redundant\n", " \n", " \n", " 438_SD_23_10041_10038\n", - " 0.906561\n", - " 90.656147\n", + " 0.908461\n", + " 90.846073\n", " nahezu vollständig redundant\n", " \n", " \n", " 439_SD_24_10037_10044\n", - " 0.994212\n", - " 99.421250\n", + " 0.994359\n", + " 99.435880\n", " nahezu vollständig redundant\n", " \n", " \n", " 440_SD_24_10037_10051\n", - " 0.938378\n", - " 93.837836\n", + " 0.938533\n", + " 93.853288\n", " nahezu vollständig redundant\n", " \n", " \n", " 441_SD_24_10037_10036\n", - " 0.935382\n", - " 93.538176\n", + " 0.952101\n", + " 95.210056\n", " nahezu vollständig redundant\n", " \n", " \n", " 442_SD_24_10037_10035\n", - " 0.944085\n", - " 94.408487\n", + " 0.958970\n", + " 95.897003\n", " nahezu vollständig redundant\n", " \n", " \n", " 443_SD_24_10037_10038\n", - " 0.946691\n", - " 94.669091\n", + " 0.949294\n", + " 94.929354\n", " nahezu vollständig redundant\n", " \n", " \n", " 444_SD_24_10037_10039\n", - " 0.942349\n", - " 94.234856\n", + " 0.943028\n", + " 94.302759\n", " nahezu vollständig redundant\n", " \n", " \n", " 445_SD_24_10037_10040\n", - " 0.944401\n", - " 94.440110\n", + " 0.954952\n", + " 95.495243\n", " nahezu vollständig redundant\n", " \n", " \n", " 446_SD_24_10037_10044\n", - " 0.994212\n", - " 99.421250\n", + " 0.994359\n", + " 99.435880\n", " nahezu vollständig redundant\n", " \n", " \n", " 447_SD_24_10037_10051\n", - " 0.938378\n", - " 93.837836\n", + " 0.938533\n", + " 93.853288\n", " nahezu vollständig redundant\n", " \n", " \n", " 448_SD_24_10037_10036\n", - " 0.935382\n", - " 93.538176\n", + " 0.952101\n", + " 95.210056\n", " nahezu vollständig redundant\n", " \n", " \n", " 449_SD_24_10037_10035\n", - " 0.944085\n", - " 94.408487\n", + " 0.958970\n", + " 95.897003\n", " nahezu vollständig redundant\n", " \n", " \n", " 450_SD_24_10037_10038\n", - " 0.946691\n", - " 94.669091\n", + " 0.949294\n", + " 94.929354\n", " nahezu vollständig redundant\n", " \n", " \n", " 451_SD_24_10037_10039\n", - " 0.942349\n", - " 94.234856\n", + " 0.943028\n", + " 94.302759\n", " nahezu vollständig redundant\n", " \n", " \n", " 452_SD_24_10037_10040\n", - " 0.944401\n", - " 94.440110\n", + " 0.954952\n", + " 95.495243\n", " nahezu vollständig redundant\n", " \n", " \n", " 453_SD_24_10037_10044\n", - " 0.994212\n", - " 99.421250\n", + " 0.994359\n", + " 99.435880\n", " nahezu vollständig redundant\n", " \n", " \n", " 454_SD_24_10037_10051\n", - " 0.938378\n", - " 93.837836\n", + " 0.938533\n", + " 93.853288\n", " nahezu vollständig redundant\n", " \n", " \n", " 455_SD_24_10037_10036\n", - " 0.935382\n", - " 93.538176\n", + " 0.952101\n", + " 95.210056\n", " nahezu vollständig redundant\n", " \n", " \n", " 456_SD_24_10037_10035\n", - " 0.944085\n", - " 94.408487\n", + " 0.958970\n", + " 95.897003\n", " nahezu vollständig redundant\n", " \n", " \n", " 457_SD_24_10037_10038\n", - " 0.946691\n", - " 94.669091\n", + " 0.949294\n", + " 94.929354\n", " nahezu vollständig redundant\n", " \n", " \n", " 458_SD_24_10037_10039\n", - " 0.942349\n", - " 94.234856\n", + " 0.943028\n", + " 94.302760\n", " nahezu vollständig redundant\n", " \n", " \n", " 459_SD_24_10037_10040\n", - " 0.944401\n", - " 94.440110\n", + " 0.954952\n", + " 95.495243\n", " nahezu vollständig redundant\n", " \n", " \n", " 460_SD_25_10052_10043\n", - " 0.938763\n", - " 93.876264\n", + " 0.938791\n", + " 93.879072\n", " nahezu vollständig redundant\n", " \n", " \n", " 461_SD_25_10052_10059\n", - " 0.957775\n", - " 95.777452\n", + " 0.957783\n", + " 95.778287\n", " nahezu vollständig redundant\n", " \n", " \n", " 462_SD_25_10052_10053\n", - " 0.947994\n", - " 94.799376\n", + " 0.947998\n", + " 94.799821\n", " nahezu vollständig redundant\n", " \n", " \n", " 463_SD_25_10052_10050\n", - " 0.938822\n", - " 93.882161\n", + " 0.939022\n", + " 93.902222\n", " nahezu vollständig redundant\n", " \n", " \n", " 464_SD_25_10052_10051\n", - " 0.937677\n", - " 93.767729\n", + " 0.937694\n", + " 93.769424\n", " nahezu vollständig redundant\n", " \n", " \n", " 465_SD_25_10052_10044\n", - " 0.957380\n", - " 95.737968\n", + " 0.957391\n", + " 95.739144\n", " nahezu vollständig redundant\n", " \n", " \n", " 466_SD_25_10052_10043\n", - " 0.938763\n", - " 93.876264\n", + " 0.938791\n", + " 93.879072\n", " nahezu vollständig redundant\n", " \n", " \n", " 467_SD_25_10052_10059\n", - " 0.957775\n", - " 95.777452\n", + " 0.957783\n", + " 95.778287\n", " nahezu vollständig redundant\n", " \n", " \n", " 468_SD_25_10052_10053\n", - " 0.947994\n", - " 94.799377\n", + " 0.947998\n", + " 94.799821\n", " nahezu vollständig redundant\n", " \n", " \n", " 469_SD_25_10052_10050\n", - " 0.938822\n", - " 93.882161\n", + " 0.939022\n", + " 93.902222\n", " nahezu vollständig redundant\n", " \n", " \n", " 470_SD_25_10052_10051\n", - " 0.937677\n", - " 93.767729\n", + " 0.937694\n", + " 93.769424\n", " nahezu vollständig redundant\n", " \n", " \n", " 471_SD_25_10052_10044\n", - " 0.957380\n", - " 95.737968\n", + " 0.957391\n", + " 95.739144\n", " nahezu vollständig redundant\n", " \n", " \n", " 472_SD_25_10052_10043\n", - " 0.938763\n", - " 93.876265\n", + " 0.938791\n", + " 93.879072\n", " nahezu vollständig redundant\n", " \n", " \n", " 473_SD_25_10052_10059\n", - " 0.957775\n", - " 95.777452\n", + " 0.957783\n", + " 95.778287\n", " nahezu vollständig redundant\n", " \n", " \n", " 474_SD_25_10052_10053\n", - " 0.947994\n", - " 94.799377\n", + " 0.947998\n", + " 94.799821\n", " nahezu vollständig redundant\n", " \n", " \n", " 475_SD_25_10052_10050\n", - " 0.938822\n", - " 93.882161\n", + " 0.939022\n", + " 93.902222\n", " nahezu vollständig redundant\n", " \n", " \n", " 476_SD_25_10052_10051\n", - " 0.937677\n", - " 93.767729\n", + " 0.937694\n", + " 93.769424\n", " nahezu vollständig redundant\n", " \n", " \n", " 477_SD_25_10052_10044\n", - " 0.957380\n", - " 95.737968\n", + " 0.957391\n", + " 95.739144\n", " nahezu vollständig redundant\n", " \n", " \n", " 478_SD_26_10040_10037\n", - " 0.944401\n", - " 94.440110\n", + " 0.954952\n", + " 95.495243\n", " nahezu vollständig redundant\n", " \n", " \n", " 479_SD_26_10040_10041\n", - " 0.922771\n", - " 92.277082\n", + " 0.941002\n", + " 94.100169\n", " nahezu vollständig redundant\n", " \n", " \n", " 480_SD_26_10040_10042\n", - " 0.931188\n", - " 93.118824\n", + " 0.935556\n", + " 93.555630\n", " nahezu vollständig redundant\n", " \n", " \n", " 481_SD_26_10040_10044\n", - " 0.944404\n", - " 94.440365\n", + " 0.954347\n", + " 95.434745\n", " nahezu vollständig redundant\n", " \n", " \n", " 482_SD_26_10040_10037\n", - " 0.944401\n", - " 94.440110\n", + " 0.954952\n", + " 95.495243\n", " nahezu vollständig redundant\n", " \n", " \n", " 483_SD_26_10040_10041\n", - " 0.922771\n", - " 92.277081\n", + " 0.941002\n", + " 94.100169\n", " nahezu vollständig redundant\n", " \n", " \n", " 484_SD_26_10040_10042\n", - " 0.931188\n", - " 93.118825\n", + " 0.935556\n", + " 93.555630\n", " nahezu vollständig redundant\n", " \n", " \n", " 485_SD_26_10040_10044\n", - " 0.944404\n", - " 94.440364\n", + " 0.954347\n", + " 95.434745\n", " nahezu vollständig redundant\n", " \n", " \n", " 486_SD_26_10040_10037\n", - " 0.944401\n", - " 94.440110\n", + " 0.954952\n", + " 95.495243\n", " nahezu vollständig redundant\n", " \n", " \n", " 487_SD_26_10040_10041\n", - " 0.922771\n", - " 92.277082\n", + " 0.941002\n", + " 94.100169\n", " nahezu vollständig redundant\n", " \n", " \n", " 488_SD_26_10040_10042\n", - " 0.931188\n", - " 93.118824\n", + " 0.935556\n", + " 93.555630\n", " nahezu vollständig redundant\n", " \n", " \n", " 489_SD_26_10040_10044\n", - " 0.944404\n", - " 94.440365\n", + " 0.954347\n", + " 95.434745\n", " nahezu vollständig redundant\n", " \n", " \n", " 490_SD_27_10051_10037\n", - " 0.938378\n", - " 93.837836\n", + " 0.938533\n", + " 93.853288\n", " nahezu vollständig redundant\n", " \n", " \n", " 491_SD_27_10051_10052\n", - " 0.937677\n", - " 93.767729\n", + " 0.937694\n", + " 93.769424\n", " nahezu vollständig redundant\n", " \n", " \n", " 492_SD_27_10051_10053\n", - " 0.939778\n", - " 93.977814\n", + " 0.939785\n", + " 93.978506\n", " nahezu vollständig redundant\n", " \n", " \n", " 493_SD_27_10051_10050\n", - " 0.931317\n", - " 93.131655\n", + " 0.931344\n", + " 93.134400\n", " nahezu vollständig redundant\n", " \n", " \n", " 494_SD_27_10051_10037\n", - " 0.938378\n", - " 93.837836\n", + " 0.938533\n", + " 93.853288\n", " nahezu vollständig redundant\n", " \n", " \n", " 495_SD_27_10051_10052\n", - " 0.937677\n", - " 93.767729\n", + " 0.937694\n", + " 93.769424\n", " nahezu vollständig redundant\n", " \n", " \n", " 496_SD_27_10051_10053\n", - " 0.939778\n", - " 93.977814\n", + " 0.939785\n", + " 93.978506\n", " nahezu vollständig redundant\n", " \n", " \n", " 497_SD_27_10051_10050\n", - " 0.931317\n", - " 93.131655\n", + " 0.931344\n", + " 93.134400\n", " nahezu vollständig redundant\n", " \n", " \n", " 498_SD_27_10051_10037\n", - " 0.938378\n", - " 93.837836\n", + " 0.938533\n", + " 93.853288\n", " nahezu vollständig redundant\n", " \n", " \n", " 499_SD_27_10051_10052\n", - " 0.937677\n", - " 93.767730\n", + " 0.937694\n", + " 93.769424\n", " nahezu vollständig redundant\n", " \n", " \n", " 500_SD_27_10051_10053\n", - " 0.939778\n", - " 93.977814\n", + " 0.939785\n", + " 93.978506\n", " nahezu vollständig redundant\n", " \n", " \n", " 501_SD_27_10051_10050\n", - " 0.931317\n", - " 93.131655\n", + " 0.931344\n", + " 93.134400\n", " nahezu vollständig redundant\n", " \n", " \n", " 502_SD_28_10011_10001\n", - " 0.934975\n", - " 93.497468\n", + " 0.935066\n", + " 93.506603\n", " nahezu vollständig redundant\n", " \n", " \n", " 503_SD_28_10011_10013\n", - " 0.916102\n", - " 91.610153\n", + " 0.916140\n", + " 91.614040\n", " nahezu vollständig redundant\n", " \n", " \n", " 504_SD_28_10011_10017\n", - " 0.935117\n", - " 93.511702\n", + " 0.935170\n", + " 93.517022\n", " nahezu vollständig redundant\n", " \n", " \n", " 505_SD_28_10011_10028\n", - " 0.934418\n", - " 93.441759\n", + " 0.934518\n", + " 93.451817\n", " nahezu vollständig redundant\n", " \n", " \n", " 506_SD_28_10011_10001\n", - " 0.934975\n", - " 93.497467\n", + " 0.935066\n", + " 93.506602\n", " nahezu vollständig redundant\n", " \n", " \n", " 507_SD_28_10011_10013\n", - " 0.916102\n", - " 91.610153\n", + " 0.916140\n", + " 91.614041\n", " nahezu vollständig redundant\n", " \n", " \n", " 508_SD_28_10011_10017\n", - " 0.935117\n", - " 93.511702\n", + " 0.935170\n", + " 93.517021\n", " nahezu vollständig redundant\n", " \n", " \n", " 509_SD_28_10011_10028\n", - " 0.934418\n", - " 93.441758\n", + " 0.934518\n", + " 93.451817\n", " nahezu vollständig redundant\n", " \n", " \n", " 510_SD_28_10011_10001\n", - " 0.934975\n", - " 93.497467\n", + " 0.935066\n", + " 93.506602\n", " nahezu vollständig redundant\n", " \n", " \n", " 511_SD_28_10011_10013\n", - " 0.916102\n", - " 91.610153\n", + " 0.916140\n", + " 91.614041\n", " nahezu vollständig redundant\n", " \n", " \n", " 512_SD_28_10011_10017\n", - " 0.935117\n", - " 93.511702\n", + " 0.935170\n", + " 93.517021\n", " nahezu vollständig redundant\n", " \n", " \n", " 513_SD_28_10011_10028\n", - " 0.934418\n", - " 93.441759\n", + " 0.934518\n", + " 93.451817\n", " nahezu vollständig redundant\n", " \n", " \n", " 514_SD_29_10017_10011\n", - " 0.935117\n", - " 93.511702\n", + " 0.935170\n", + " 93.517021\n", " nahezu vollständig redundant\n", " \n", " \n", " 515_SD_29_10017_10013\n", - " 0.926989\n", - " 92.698868\n", + " 0.927003\n", + " 92.700262\n", " nahezu vollständig redundant\n", " \n", " \n", " 516_SD_29_10017_10012\n", - " 0.945703\n", - " 94.570322\n", + " 0.945858\n", + " 94.585752\n", " nahezu vollständig redundant\n", " \n", " \n", " 517_SD_29_10017_10014\n", - " 0.961204\n", - " 96.120393\n", + " 0.961388\n", + " 96.138804\n", " nahezu vollständig redundant\n", " \n", " \n", " 518_SD_29_10017_10007\n", - " 0.940210\n", - " 94.020985\n", + " 0.943659\n", + " 94.365861\n", " nahezu vollständig redundant\n", " \n", " \n", " 519_SD_29_10017_10016\n", - " 0.951173\n", - " 95.117283\n", + " 0.951235\n", + " 95.123490\n", " nahezu vollständig redundant\n", " \n", " \n", " 520_SD_29_10017_10019\n", - " 0.928292\n", - " 92.829201\n", + " 0.928527\n", + " 92.852674\n", " nahezu vollständig redundant\n", " \n", " \n", " 521_SD_29_10017_10031\n", - " 0.931914\n", - " 93.191369\n", + " 0.932130\n", + " 93.213016\n", " nahezu vollständig redundant\n", " \n", " \n", " 522_SD_29_10017_10011\n", - " 0.935117\n", - " 93.511701\n", + " 0.935170\n", + " 93.517021\n", " nahezu vollständig redundant\n", " \n", " \n", " 523_SD_29_10017_10013\n", - " 0.926989\n", - " 92.698868\n", + " 0.927003\n", + " 92.700262\n", " nahezu vollständig redundant\n", " \n", " \n", " 524_SD_29_10017_10012\n", - " 0.945703\n", - " 94.570323\n", + " 0.945858\n", + " 94.585753\n", " nahezu vollständig redundant\n", " \n", " \n", " 525_SD_29_10017_10014\n", - " 0.961204\n", - " 96.120393\n", + " 0.961388\n", + " 96.138804\n", " nahezu vollständig redundant\n", " \n", " \n", " 526_SD_29_10017_10007\n", - " 0.940210\n", - " 94.020985\n", + " 0.943659\n", + " 94.365861\n", " nahezu vollständig redundant\n", " \n", " \n", " 527_SD_29_10017_10016\n", - " 0.951173\n", - " 95.117282\n", + " 0.951235\n", + " 95.123490\n", " nahezu vollständig redundant\n", " \n", " \n", " 528_SD_29_10017_10019\n", - " 0.928292\n", - " 92.829201\n", + " 0.928527\n", + " 92.852674\n", " nahezu vollständig redundant\n", " \n", " \n", " 529_SD_29_10017_10031\n", - " 0.931914\n", - " 93.191369\n", + " 0.932130\n", + " 93.213016\n", " nahezu vollständig redundant\n", " \n", " \n", " 530_SD_29_10017_10011\n", - " 0.935117\n", - " 93.511702\n", + " 0.935170\n", + " 93.517021\n", " nahezu vollständig redundant\n", " \n", " \n", " 531_SD_29_10017_10013\n", - " 0.926989\n", - " 92.698868\n", + " 0.927003\n", + " 92.700262\n", " nahezu vollständig redundant\n", " \n", " \n", " 532_SD_29_10017_10012\n", - " 0.945703\n", - " 94.570323\n", + " 0.945858\n", + " 94.585753\n", " nahezu vollständig redundant\n", " \n", " \n", " 533_SD_29_10017_10014\n", - " 0.961204\n", - " 96.120393\n", + " 0.961388\n", + " 96.138804\n", " nahezu vollständig redundant\n", " \n", " \n", " 534_SD_29_10017_10007\n", - " 0.940210\n", - " 94.020986\n", + " 0.943659\n", + " 94.365861\n", " nahezu vollständig redundant\n", " \n", " \n", " 535_SD_29_10017_10016\n", - " 0.951173\n", - " 95.117282\n", + " 0.951235\n", + " 95.123490\n", " nahezu vollständig redundant\n", " \n", " \n", " 536_SD_29_10017_10019\n", - " 0.928292\n", - " 92.829201\n", + " 0.928527\n", + " 92.852674\n", " nahezu vollständig redundant\n", " \n", " \n", " 537_SD_29_10017_10031\n", - " 0.931914\n", - " 93.191369\n", + " 0.932130\n", + " 93.213017\n", " nahezu vollständig redundant\n", " \n", " \n", " 538_SD_30_10013_10017\n", - " 0.926989\n", - " 92.698868\n", + " 0.927003\n", + " 92.700262\n", " nahezu vollständig redundant\n", " \n", " \n", " 539_SD_30_10013_10011\n", - " 0.916102\n", - " 91.610153\n", + " 0.916140\n", + " 91.614041\n", " nahezu vollständig redundant\n", " \n", " \n", " 540_SD_30_10013_10012\n", - " 0.913502\n", - " 91.350223\n", + " 0.913824\n", + " 91.382372\n", " nahezu vollständig redundant\n", " \n", " \n", " 541_SD_30_10013_10017\n", - " 0.926989\n", - " 92.698868\n", + " 0.927003\n", + " 92.700262\n", " nahezu vollständig redundant\n", " \n", " \n", " 542_SD_30_10013_10011\n", - " 0.916102\n", - " 91.610153\n", + " 0.916140\n", + " 91.614040\n", " nahezu vollständig redundant\n", " \n", " \n", " 543_SD_30_10013_10012\n", - " 0.913502\n", - " 91.350224\n", + " 0.913824\n", + " 91.382372\n", " nahezu vollständig redundant\n", " \n", " \n", " 544_SD_30_10013_10017\n", - " 0.926989\n", - " 92.698868\n", + " 0.927003\n", + " 92.700262\n", " nahezu vollständig redundant\n", " \n", " \n", " 545_SD_30_10013_10011\n", - " 0.916102\n", - " 91.610153\n", + " 0.916140\n", + " 91.614041\n", " nahezu vollständig redundant\n", " \n", " \n", " 546_SD_30_10013_10012\n", - " 0.913502\n", - " 91.350224\n", + " 0.913824\n", + " 91.382372\n", " nahezu vollständig redundant\n", " \n", " \n", " 547_SD_31_10007_10008\n", - " 0.942159\n", - " 94.215869\n", + " 0.955616\n", + " 95.561632\n", " nahezu vollständig redundant\n", " \n", " \n", " 548_SD_31_10007_10016\n", - " 0.944614\n", - " 94.461375\n", + " 0.948533\n", + " 94.853318\n", " nahezu vollständig redundant\n", " \n", " \n", " 549_SD_31_10007_10017\n", - " 0.940210\n", - " 94.020985\n", + " 0.943659\n", + " 94.365861\n", " nahezu vollständig redundant\n", " \n", " \n", " 550_SD_31_10007_10015\n", - " 0.931985\n", - " 93.198524\n", + " 0.955650\n", + " 95.565044\n", " nahezu vollständig redundant\n", " \n", " \n", " 551_SD_31_10007_10003\n", - " 0.937223\n", - " 93.722338\n", + " 0.939885\n", + " 93.988503\n", " nahezu vollständig redundant\n", " \n", " \n", " 552_SD_31_10007_10008\n", - " 0.942159\n", - " 94.215869\n", + " 0.955616\n", + " 95.561632\n", " nahezu vollständig redundant\n", " \n", " \n", " 553_SD_31_10007_10016\n", - " 0.944614\n", - " 94.461375\n", + " 0.948533\n", + " 94.853318\n", " nahezu vollständig redundant\n", " \n", " \n", " 554_SD_31_10007_10017\n", - " 0.940210\n", - " 94.020985\n", + " 0.943659\n", + " 94.365861\n", " nahezu vollständig redundant\n", " \n", " \n", " 555_SD_31_10007_10015\n", - " 0.931985\n", - " 93.198524\n", + " 0.955650\n", + " 95.565044\n", " nahezu vollständig redundant\n", " \n", " \n", " 556_SD_31_10007_10003\n", - " 0.937223\n", - " 93.722338\n", + " 0.939885\n", + " 93.988503\n", " nahezu vollständig redundant\n", " \n", " \n", " 557_SD_31_10007_10008\n", - " 0.942159\n", - " 94.215869\n", + " 0.955616\n", + " 95.561632\n", " nahezu vollständig redundant\n", " \n", " \n", " 558_SD_31_10007_10016\n", - " 0.944614\n", - " 94.461375\n", + " 0.948533\n", + " 94.853318\n", " nahezu vollständig redundant\n", " \n", " \n", " 559_SD_31_10007_10017\n", - " 0.940210\n", - " 94.020985\n", + " 0.943659\n", + " 94.365861\n", " nahezu vollständig redundant\n", " \n", " \n", " 560_SD_31_10007_10015\n", - " 0.931985\n", - " 93.198524\n", + " 0.955650\n", + " 95.565044\n", " nahezu vollständig redundant\n", " \n", " \n", " 561_SD_31_10007_10003\n", - " 0.937223\n", - " 93.722338\n", + " 0.939885\n", + " 93.988503\n", " nahezu vollständig redundant\n", " \n", " \n", " 562_SD_32_10016_10007\n", - " 0.944614\n", - " 94.461374\n", + " 0.948533\n", + " 94.853318\n", " nahezu vollständig redundant\n", " \n", " \n", " 563_SD_32_10016_10031\n", - " 0.920833\n", - " 92.083347\n", + " 0.921040\n", + " 92.104022\n", " nahezu vollständig redundant\n", " \n", " \n", " 564_SD_32_10016_10017\n", - " 0.951173\n", - " 95.117283\n", + " 0.951235\n", + " 95.123490\n", " nahezu vollständig redundant\n", " \n", " \n", " 565_SD_32_10016_10014\n", - " 0.960745\n", - " 96.074544\n", + " 0.961227\n", + " 96.122697\n", " nahezu vollständig redundant\n", " \n", " \n", " 566_SD_32_10016_10012\n", - " 0.941361\n", - " 94.136089\n", + " 0.941560\n", + " 94.155958\n", " nahezu vollständig redundant\n", " \n", " \n", " 567_SD_32_10016_10015\n", - " 0.940809\n", - " 94.080933\n", + " 0.943219\n", + " 94.321925\n", " nahezu vollständig redundant\n", " \n", " \n", " 568_SD_32_10016_10003\n", - " 0.943310\n", - " 94.331029\n", + " 0.943425\n", + " 94.342528\n", " nahezu vollständig redundant\n", " \n", " \n", " 569_SD_32_10016_10007\n", - " 0.944614\n", - " 94.461374\n", + " 0.948533\n", + " 94.853318\n", " nahezu vollständig redundant\n", " \n", " \n", " 570_SD_32_10016_10031\n", - " 0.920833\n", - " 92.083347\n", + " 0.921040\n", + " 92.104023\n", " nahezu vollständig redundant\n", " \n", " \n", " 571_SD_32_10016_10017\n", - " 0.951173\n", - " 95.117282\n", + " 0.951235\n", + " 95.123490\n", " nahezu vollständig redundant\n", " \n", " \n", " 572_SD_32_10016_10014\n", - " 0.960745\n", - " 96.074544\n", + " 0.961227\n", + " 96.122697\n", " nahezu vollständig redundant\n", " \n", " \n", " 573_SD_32_10016_10012\n", - " 0.941361\n", - " 94.136089\n", + " 0.941560\n", + " 94.155958\n", " nahezu vollständig redundant\n", " \n", " \n", " 574_SD_32_10016_10015\n", - " 0.940809\n", - " 94.080933\n", + " 0.943219\n", + " 94.321925\n", " nahezu vollständig redundant\n", " \n", " \n", " 575_SD_32_10016_10003\n", - " 0.943310\n", - " 94.331029\n", + " 0.943425\n", + " 94.342528\n", " nahezu vollständig redundant\n", " \n", " \n", " 576_SD_32_10016_10007\n", - " 0.944614\n", - " 94.461374\n", + " 0.948533\n", + " 94.853318\n", " nahezu vollständig redundant\n", " \n", " \n", " 577_SD_32_10016_10031\n", - " 0.920833\n", - " 92.083347\n", + " 0.921040\n", + " 92.104023\n", " nahezu vollständig redundant\n", " \n", " \n", " 578_SD_32_10016_10017\n", - " 0.951173\n", - " 95.117282\n", + " 0.951235\n", + " 95.123490\n", " nahezu vollständig redundant\n", " \n", " \n", " 579_SD_32_10016_10014\n", - " 0.960745\n", - " 96.074544\n", + " 0.961227\n", + " 96.122697\n", " nahezu vollständig redundant\n", " \n", " \n", " 580_SD_32_10016_10012\n", - " 0.941361\n", - " 94.136089\n", + " 0.941560\n", + " 94.155958\n", " nahezu vollständig redundant\n", " \n", " \n", " 581_SD_32_10016_10015\n", - " 0.940809\n", - " 94.080933\n", + " 0.943219\n", + " 94.321925\n", " nahezu vollständig redundant\n", " \n", " \n", " 582_SD_32_10016_10003\n", - " 0.943310\n", - " 94.331029\n", + " 0.943425\n", + " 94.342528\n", " nahezu vollständig redundant\n", " \n", " \n", " 583_SD_33_10015_10007\n", - " 0.931985\n", - " 93.198524\n", + " 0.955650\n", + " 95.565045\n", " nahezu vollständig redundant\n", " \n", " \n", " 584_SD_33_10015_10016\n", - " 0.940809\n", - " 94.080933\n", + " 0.943219\n", + " 94.321925\n", " nahezu vollständig redundant\n", " \n", " \n", " 585_SD_33_10015_10014\n", - " 0.942351\n", - " 94.235067\n", + " 0.948380\n", + " 94.838007\n", " nahezu vollständig redundant\n", " \n", " \n", " 586_SD_33_10015_10012\n", - " 0.930180\n", - " 93.018009\n", + " 0.932910\n", + " 93.290995\n", " nahezu vollständig redundant\n", " \n", " \n", " 587_SD_33_10015_10007\n", - " 0.931985\n", - " 93.198524\n", + " 0.955650\n", + " 95.565044\n", " nahezu vollständig redundant\n", " \n", " \n", " 588_SD_33_10015_10016\n", - " 0.940809\n", - " 94.080933\n", + " 0.943219\n", + " 94.321925\n", " nahezu vollständig redundant\n", " \n", " \n", " 589_SD_33_10015_10014\n", - " 0.942351\n", - " 94.235067\n", + " 0.948380\n", + " 94.838007\n", " nahezu vollständig redundant\n", " \n", " \n", " 590_SD_33_10015_10012\n", - " 0.930180\n", - " 93.018009\n", + " 0.932910\n", + " 93.290995\n", " nahezu vollständig redundant\n", " \n", " \n", " 591_SD_33_10015_10007\n", - " 0.931985\n", - " 93.198524\n", + " 0.955650\n", + " 95.565044\n", " nahezu vollständig redundant\n", " \n", " \n", " 592_SD_33_10015_10016\n", - " 0.940809\n", - " 94.080933\n", + " 0.943219\n", + " 94.321925\n", " nahezu vollständig redundant\n", " \n", " \n", " 593_SD_33_10015_10014\n", - " 0.942351\n", - " 94.235067\n", + " 0.948380\n", + " 94.838007\n", " nahezu vollständig redundant\n", " \n", " \n", " 594_SD_33_10015_10012\n", - " 0.930180\n", - " 93.018009\n", + " 0.932910\n", + " 93.290995\n", " nahezu vollständig redundant\n", " \n", " \n", " 595_SD_34_10014_10017\n", - " 0.961204\n", - " 96.120393\n", + " 0.961388\n", + " 96.138804\n", " nahezu vollständig redundant\n", " \n", " \n", " 596_SD_34_10014_10012\n", - " 0.948077\n", - " 94.807695\n", + " 0.948264\n", + " 94.826371\n", " nahezu vollständig redundant\n", " \n", " \n", " 597_SD_34_10014_10015\n", - " 0.942351\n", - " 94.235067\n", + " 0.948380\n", + " 94.838007\n", " nahezu vollständig redundant\n", " \n", " \n", " 598_SD_34_10014_10016\n", - " 0.960745\n", - " 96.074544\n", + " 0.961227\n", + " 96.122697\n", " nahezu vollständig redundant\n", " \n", " \n", " 599_SD_34_10014_10017\n", - " 0.961204\n", - " 96.120393\n", + " 0.961388\n", + " 96.138804\n", " nahezu vollständig redundant\n", " \n", " \n", " 600_SD_34_10014_10012\n", - " 0.948077\n", - " 94.807695\n", + " 0.948264\n", + " 94.826371\n", " nahezu vollständig redundant\n", " \n", " \n", " 601_SD_34_10014_10015\n", - " 0.942351\n", - " 94.235067\n", + " 0.948380\n", + " 94.838007\n", " nahezu vollständig redundant\n", " \n", " \n", " 602_SD_34_10014_10016\n", - " 0.960745\n", - " 96.074544\n", + " 0.961227\n", + " 96.122698\n", " nahezu vollständig redundant\n", " \n", " \n", " 603_SD_34_10014_10017\n", - " 0.961204\n", - " 96.120393\n", + " 0.961388\n", + " 96.138804\n", " nahezu vollständig redundant\n", " \n", " \n", " 604_SD_34_10014_10012\n", - " 0.948077\n", - " 94.807695\n", + " 0.948264\n", + " 94.826371\n", " nahezu vollständig redundant\n", " \n", " \n", " 605_SD_34_10014_10015\n", - " 0.942351\n", - " 94.235067\n", + " 0.948380\n", + " 94.838007\n", " nahezu vollständig redundant\n", " \n", " \n", " 606_SD_34_10014_10016\n", - " 0.960745\n", - " 96.074544\n", + " 0.961227\n", + " 96.122697\n", " nahezu vollständig redundant\n", " \n", " \n", " 607_SD_35_10012_10015\n", - " 0.930180\n", - " 93.018009\n", + " 0.932910\n", + " 93.290995\n", " nahezu vollständig redundant\n", " \n", " \n", " 608_SD_35_10012_10016\n", - " 0.941361\n", - " 94.136089\n", + " 0.941560\n", + " 94.155958\n", " nahezu vollständig redundant\n", " \n", " \n", " 609_SD_35_10012_10014\n", - " 0.948077\n", - " 94.807695\n", + " 0.948264\n", + " 94.826371\n", " nahezu vollständig redundant\n", " \n", " \n", " 610_SD_35_10012_10017\n", - " 0.945703\n", - " 94.570322\n", + " 0.945858\n", + " 94.585752\n", " nahezu vollständig redundant\n", " \n", " \n", " 611_SD_35_10012_10013\n", - " 0.913502\n", - " 91.350224\n", + " 0.913824\n", + " 91.382373\n", " nahezu vollständig redundant\n", " \n", " \n", " 612_SD_35_10012_10015\n", - " 0.930180\n", - " 93.018009\n", + " 0.932910\n", + " 93.290995\n", " nahezu vollständig redundant\n", " \n", " \n", " 613_SD_35_10012_10016\n", - " 0.941361\n", - " 94.136089\n", + " 0.941560\n", + " 94.155958\n", " nahezu vollständig redundant\n", " \n", " \n", " 614_SD_35_10012_10014\n", - " 0.948077\n", - " 94.807695\n", + " 0.948264\n", + " 94.826371\n", " nahezu vollständig redundant\n", " \n", " \n", " 615_SD_35_10012_10017\n", - " 0.945703\n", - " 94.570322\n", + " 0.945858\n", + " 94.585752\n", " nahezu vollständig redundant\n", " \n", " \n", " 616_SD_35_10012_10013\n", - " 0.913502\n", - " 91.350224\n", + " 0.913824\n", + " 91.382372\n", " nahezu vollständig redundant\n", " \n", " \n", " 617_SD_35_10012_10015\n", - " 0.930180\n", - " 93.018009\n", + " 0.932910\n", + " 93.290995\n", " nahezu vollständig redundant\n", " \n", " \n", " 618_SD_35_10012_10016\n", - " 0.941361\n", - " 94.136089\n", + " 0.941560\n", + " 94.155958\n", " nahezu vollständig redundant\n", " \n", " \n", " 619_SD_35_10012_10014\n", - " 0.948077\n", - " 94.807695\n", + " 0.948264\n", + " 94.826371\n", " nahezu vollständig redundant\n", " \n", " \n", " 620_SD_35_10012_10017\n", - " 0.945703\n", - " 94.570322\n", + " 0.945858\n", + " 94.585752\n", " nahezu vollständig redundant\n", " \n", " \n", " 621_SD_35_10012_10013\n", - " 0.913502\n", - " 91.350224\n", + " 0.913824\n", + " 91.382372\n", " nahezu vollständig redundant\n", " \n", " \n", " 622_SD_36_10033_10019\n", - " 0.923528\n", - " 92.352804\n", + " 0.924643\n", + " 92.464296\n", " nahezu vollständig redundant\n", " \n", " \n", " 623_SD_36_10033_10025\n", - " 0.911586\n", - " 91.158617\n", + " 0.912308\n", + " 91.230834\n", " nahezu vollständig redundant\n", " \n", " \n", " 624_SD_36_10033_10039\n", - " 0.932142\n", - " 93.214160\n", + " 0.936526\n", + " 93.652582\n", " nahezu vollständig redundant\n", " \n", " \n", " 625_SD_36_10033_10032\n", - " 0.930701\n", - " 93.070110\n", + " 0.954347\n", + " 95.434742\n", " nahezu vollständig redundant\n", " \n", " \n", " 626_SD_36_10033_10031\n", - " 0.928246\n", - " 92.824558\n", + " 0.930439\n", + " 93.043943\n", " nahezu vollständig redundant\n", " \n", " \n", " 627_SD_36_10033_10019\n", - " 0.923528\n", - " 92.352803\n", + " 0.924643\n", + " 92.464296\n", " nahezu vollständig redundant\n", " \n", " \n", " 628_SD_36_10033_10025\n", - " 0.911586\n", - " 91.158617\n", + " 0.912308\n", + " 91.230834\n", " nahezu vollständig redundant\n", " \n", " \n", " 629_SD_36_10033_10039\n", - " 0.932142\n", - " 93.214160\n", + " 0.936526\n", + " 93.652582\n", " nahezu vollständig redundant\n", " \n", " \n", " 630_SD_36_10033_10032\n", - " 0.930701\n", - " 93.070110\n", + " 0.954347\n", + " 95.434742\n", " nahezu vollständig redundant\n", " \n", " \n", " 631_SD_36_10033_10031\n", - " 0.928246\n", - " 92.824558\n", + " 0.930439\n", + " 93.043943\n", " nahezu vollständig redundant\n", " \n", " \n", " 632_SD_36_10033_10019\n", - " 0.923528\n", - " 92.352804\n", + " 0.924643\n", + " 92.464296\n", " nahezu vollständig redundant\n", " \n", " \n", " 633_SD_36_10033_10025\n", - " 0.911586\n", - " 91.158617\n", + " 0.912308\n", + " 91.230834\n", " nahezu vollständig redundant\n", " \n", " \n", " 634_SD_36_10033_10039\n", - " 0.932142\n", - " 93.214160\n", + " 0.936526\n", + " 93.652582\n", " nahezu vollständig redundant\n", " \n", " \n", " 635_SD_36_10033_10032\n", - " 0.930701\n", - " 93.070110\n", + " 0.954347\n", + " 95.434742\n", " nahezu vollständig redundant\n", " \n", " \n", " 636_SD_36_10033_10031\n", - " 0.928246\n", - " 92.824558\n", + " 0.930439\n", + " 93.043943\n", " nahezu vollständig redundant\n", " \n", " \n", " 637_SD_37_10032_10033\n", - " 0.930701\n", - " 93.070110\n", + " 0.954347\n", + " 95.434742\n", " nahezu vollständig redundant\n", " \n", " \n", " 638_SD_37_10032_10039\n", - " 0.932848\n", - " 93.284834\n", + " 0.935771\n", + " 93.577137\n", " nahezu vollständig redundant\n", " \n", " \n", " 639_SD_37_10032_10038\n", - " 0.925384\n", - " 92.538444\n", + " 0.928294\n", + " 92.829404\n", " nahezu vollständig redundant\n", " \n", " \n", " 640_SD_37_10032_10031\n", - " 0.921518\n", - " 92.151773\n", + " 0.921670\n", + " 92.166966\n", " nahezu vollständig redundant\n", " \n", " \n", " 641_SD_37_10032_10033\n", - " 0.930701\n", - " 93.070110\n", + " 0.954347\n", + " 95.434742\n", " nahezu vollständig redundant\n", " \n", " \n", " 642_SD_37_10032_10039\n", - " 0.932848\n", - " 93.284834\n", + " 0.935771\n", + " 93.577137\n", " nahezu vollständig redundant\n", " \n", " \n", " 643_SD_37_10032_10038\n", - " 0.925384\n", - " 92.538443\n", + " 0.928294\n", + " 92.829404\n", " nahezu vollständig redundant\n", " \n", " \n", " 644_SD_37_10032_10031\n", - " 0.921518\n", - " 92.151773\n", + " 0.921670\n", + " 92.166966\n", " nahezu vollständig redundant\n", " \n", " \n", " 645_SD_37_10032_10033\n", - " 0.930701\n", - " 93.070110\n", + " 0.954347\n", + " 95.434741\n", " nahezu vollständig redundant\n", " \n", " \n", " 646_SD_37_10032_10039\n", - " 0.932848\n", - " 93.284834\n", + " 0.935771\n", + " 93.577137\n", " nahezu vollständig redundant\n", " \n", " \n", " 647_SD_37_10032_10038\n", - " 0.925384\n", - " 92.538444\n", + " 0.928294\n", + " 92.829404\n", " nahezu vollständig redundant\n", " \n", " \n", " 648_SD_37_10032_10031\n", - " 0.921518\n", - " 92.151773\n", + " 0.921670\n", + " 92.166966\n", " nahezu vollständig redundant\n", " \n", " \n", " 649_SD_38_10031_10017\n", - " 0.931914\n", - " 93.191370\n", + " 0.932130\n", + " 93.213018\n", " nahezu vollständig redundant\n", " \n", " \n", " 650_SD_38_10031_10033\n", - " 0.928246\n", - " 92.824558\n", + " 0.930439\n", + " 93.043942\n", " nahezu vollständig redundant\n", " \n", " \n", " 651_SD_38_10031_10032\n", - " 0.921518\n", - " 92.151774\n", + " 0.921670\n", + " 92.166967\n", " nahezu vollständig redundant\n", " \n", " \n", " 652_SD_38_10031_10030\n", - " 0.915529\n", - " 91.552890\n", + " 0.915898\n", + " 91.589844\n", " nahezu vollständig redundant\n", " \n", " \n", " 653_SD_38_10031_10017\n", - " 0.931914\n", - " 93.191370\n", + " 0.932130\n", + " 93.213017\n", " nahezu vollständig redundant\n", " \n", " \n", " 654_SD_38_10031_10033\n", - " 0.928246\n", - " 92.824558\n", + " 0.930439\n", + " 93.043942\n", " nahezu vollständig redundant\n", " \n", " \n", " 655_SD_38_10031_10032\n", - " 0.921518\n", - " 92.151774\n", + " 0.921670\n", + " 92.166967\n", " nahezu vollständig redundant\n", " \n", " \n", " 656_SD_38_10031_10030\n", - " 0.915529\n", - " 91.552890\n", + " 0.915898\n", + " 91.589844\n", " nahezu vollständig redundant\n", " \n", " \n", " 657_SD_38_10031_10017\n", - " 0.931914\n", - " 93.191370\n", + " 0.932130\n", + " 93.213017\n", " nahezu vollständig redundant\n", " \n", " \n", " 658_SD_38_10031_10033\n", - " 0.928246\n", - " 92.824558\n", + " 0.930439\n", + " 93.043943\n", " nahezu vollständig redundant\n", " \n", " \n", " 659_SD_38_10031_10032\n", - " 0.921518\n", - " 92.151774\n", + " 0.921670\n", + " 92.166966\n", " nahezu vollständig redundant\n", " \n", " \n", " 660_SD_38_10031_10030\n", - " 0.915529\n", - " 91.552891\n", + " 0.915898\n", + " 91.589844\n", " nahezu vollständig redundant\n", " \n", " \n", " 661_SD_39_10038_10041\n", - " 0.906561\n", - " 90.656150\n", + " 0.908461\n", + " 90.846076\n", " nahezu vollständig redundant\n", " \n", " \n", " 662_SD_39_10038_10037\n", - " 0.946691\n", - " 94.669090\n", + " 0.949294\n", + " 94.929353\n", " nahezu vollständig redundant\n", " \n", " \n", " 663_SD_39_10038_10036\n", - " 0.920943\n", - " 92.094336\n", + " 0.928408\n", + " 92.840847\n", " nahezu vollständig redundant\n", " \n", " \n", " 664_SD_39_10038_10032\n", - " 0.925384\n", - " 92.538446\n", + " 0.928294\n", + " 92.829407\n", " nahezu vollständig redundant\n", " \n", " \n", " 665_SD_39_10038_10039\n", - " 0.934170\n", - " 93.417046\n", + " 0.935025\n", + " 93.502524\n", " nahezu vollständig redundant\n", " \n", " \n", " 666_SD_39_10038_10041\n", - " 0.906562\n", - " 90.656150\n", + " 0.908461\n", + " 90.846076\n", " nahezu vollständig redundant\n", " \n", " \n", " 667_SD_39_10038_10037\n", - " 0.946691\n", - " 94.669089\n", + " 0.949294\n", + " 94.929352\n", " nahezu vollständig redundant\n", " \n", " \n", " 668_SD_39_10038_10036\n", - " 0.920943\n", - " 92.094336\n", + " 0.928408\n", + " 92.840847\n", " nahezu vollständig redundant\n", " \n", " \n", " 669_SD_39_10038_10032\n", - " 0.925384\n", - " 92.538446\n", + " 0.928294\n", + " 92.829407\n", " nahezu vollständig redundant\n", " \n", " \n", " 670_SD_39_10038_10039\n", - " 0.934170\n", - " 93.417046\n", + " 0.935025\n", + " 93.502524\n", " nahezu vollständig redundant\n", " \n", " \n", " 671_SD_39_10038_10041\n", - " 0.906562\n", - " 90.656150\n", + " 0.908461\n", + " 90.846076\n", " nahezu vollständig redundant\n", " \n", " \n", " 672_SD_39_10038_10037\n", - " 0.946691\n", - " 94.669090\n", + " 0.949294\n", + " 94.929353\n", " nahezu vollständig redundant\n", " \n", " \n", " 673_SD_39_10038_10036\n", - " 0.920943\n", - " 92.094336\n", + " 0.928408\n", + " 92.840846\n", " nahezu vollständig redundant\n", " \n", " \n", " 674_SD_39_10038_10032\n", - " 0.925384\n", - " 92.538446\n", + " 0.928294\n", + " 92.829407\n", " nahezu vollständig redundant\n", " \n", " \n", " 675_SD_39_10038_10039\n", - " 0.934170\n", - " 93.417046\n", + " 0.935025\n", + " 93.502523\n", " nahezu vollständig redundant\n", " \n", " \n", " 676_SD_40_10039_10032\n", - " 0.932848\n", - " 93.284835\n", + " 0.935771\n", + " 93.577139\n", " nahezu vollständig redundant\n", " \n", " \n", " 677_SD_40_10039_10033\n", - " 0.932142\n", - " 93.214160\n", + " 0.936526\n", + " 93.652582\n", " nahezu vollständig redundant\n", " \n", " \n", " 678_SD_40_10039_10037\n", - " 0.942349\n", - " 94.234855\n", + " 0.943028\n", + " 94.302759\n", " nahezu vollständig redundant\n", " \n", " \n", " 679_SD_40_10039_10038\n", - " 0.934170\n", - " 93.417046\n", + " 0.935025\n", + " 93.502523\n", " nahezu vollständig redundant\n", " \n", " \n", " 680_SD_40_10039_10029\n", - " 0.921514\n", - " 92.151437\n", + " 0.922176\n", + " 92.217637\n", " nahezu vollständig redundant\n", " \n", " \n", " 681_SD_40_10039_10032\n", - " 0.932848\n", - " 93.284835\n", + " 0.935771\n", + " 93.577139\n", " nahezu vollständig redundant\n", " \n", " \n", " 682_SD_40_10039_10033\n", - " 0.932142\n", - " 93.214160\n", + " 0.936526\n", + " 93.652582\n", " nahezu vollständig redundant\n", " \n", " \n", " 683_SD_40_10039_10037\n", - " 0.942349\n", - " 94.234854\n", + " 0.943028\n", + " 94.302758\n", " nahezu vollständig redundant\n", " \n", " \n", " 684_SD_40_10039_10038\n", - " 0.934170\n", - " 93.417046\n", + " 0.935025\n", + " 93.502523\n", " nahezu vollständig redundant\n", " \n", " \n", " 685_SD_40_10039_10029\n", - " 0.921514\n", - " 92.151437\n", + " 0.922176\n", + " 92.217637\n", " nahezu vollständig redundant\n", " \n", " \n", " 686_SD_40_10039_10032\n", - " 0.932848\n", - " 93.284835\n", + " 0.935771\n", + " 93.577139\n", " nahezu vollständig redundant\n", " \n", " \n", " 687_SD_40_10039_10033\n", - " 0.932142\n", - " 93.214160\n", + " 0.936526\n", + " 93.652582\n", " nahezu vollständig redundant\n", " \n", " \n", " 688_SD_40_10039_10037\n", - " 0.942349\n", - " 94.234854\n", + " 0.943028\n", + " 94.302758\n", " nahezu vollständig redundant\n", " \n", " \n", " 689_SD_40_10039_10038\n", - " 0.934170\n", - " 93.417046\n", + " 0.935025\n", + " 93.502523\n", " nahezu vollständig redundant\n", " \n", " \n", " 690_SD_40_10039_10029\n", - " 0.921514\n", - " 92.151437\n", + " 0.922176\n", + " 92.217637\n", " nahezu vollständig redundant\n", " \n", " \n", " 691_SD_41_10035_10037\n", - " 0.944085\n", - " 94.408484\n", + " 0.958970\n", + " 95.897001\n", " nahezu vollständig redundant\n", " \n", " \n", " 692_SD_41_10035_10036\n", - " 0.929042\n", - " 92.904220\n", + " 0.947569\n", + " 94.756893\n", " nahezu vollständig redundant\n", " \n", " \n", " 693_SD_41_10035_10034\n", - " 0.931142\n", - " 93.114203\n", + " 0.949866\n", + " 94.986581\n", " nahezu vollständig redundant\n", " \n", " \n", " 694_SD_41_10035_10030\n", - " 0.927153\n", - " 92.715323\n", + " 0.927890\n", + " 92.788954\n", " nahezu vollständig redundant\n", " \n", " \n", " 695_SD_41_10035_10029\n", - " 0.928540\n", - " 92.854009\n", + " 0.929269\n", + " 92.926897\n", " nahezu vollständig redundant\n", " \n", " \n", " 696_SD_41_10035_10037\n", - " 0.944085\n", - " 94.408485\n", + " 0.958970\n", + " 95.897001\n", " nahezu vollständig redundant\n", " \n", " \n", " 697_SD_41_10035_10036\n", - " 0.929042\n", - " 92.904219\n", + " 0.947569\n", + " 94.756893\n", " nahezu vollständig redundant\n", " \n", " \n", " 698_SD_41_10035_10034\n", - " 0.931142\n", - " 93.114203\n", + " 0.949866\n", + " 94.986581\n", " nahezu vollständig redundant\n", " \n", " \n", " 699_SD_41_10035_10030\n", - " 0.927153\n", - " 92.715323\n", + " 0.927890\n", + " 92.788954\n", " nahezu vollständig redundant\n", " \n", " \n", " 700_SD_41_10035_10029\n", - " 0.928540\n", - " 92.854008\n", + " 0.929269\n", + " 92.926897\n", " nahezu vollständig redundant\n", " \n", " \n", " 701_SD_41_10035_10037\n", - " 0.944085\n", - " 94.408485\n", + " 0.958970\n", + " 95.897001\n", " nahezu vollständig redundant\n", " \n", " \n", " 702_SD_41_10035_10036\n", - " 0.929042\n", - " 92.904220\n", + " 0.947569\n", + " 94.756893\n", " nahezu vollständig redundant\n", " \n", " \n", " 703_SD_41_10035_10034\n", - " 0.931142\n", - " 93.114203\n", + " 0.949866\n", + " 94.986581\n", " nahezu vollständig redundant\n", " \n", " \n", " 704_SD_41_10035_10030\n", - " 0.927153\n", - " 92.715323\n", + " 0.927890\n", + " 92.788954\n", " nahezu vollständig redundant\n", " \n", " \n", " 705_SD_41_10035_10029\n", - " 0.928540\n", - " 92.854008\n", + " 0.929269\n", + " 92.926897\n", " nahezu vollständig redundant\n", " \n", " \n", " 706_SD_42_10036_10038\n", - " 0.920943\n", - " 92.094335\n", + " 0.928408\n", + " 92.840846\n", " nahezu vollständig redundant\n", " \n", " \n", " 707_SD_42_10036_10037\n", - " 0.935382\n", - " 93.538175\n", + " 0.952101\n", + " 95.210055\n", " nahezu vollständig redundant\n", " \n", " \n", " 708_SD_42_10036_10034\n", - " 0.927813\n", - " 92.781288\n", + " 0.942220\n", + " 94.222039\n", " nahezu vollständig redundant\n", " \n", " \n", " 709_SD_42_10036_10035\n", - " 0.929042\n", - " 92.904219\n", + " 0.947569\n", + " 94.756893\n", " nahezu vollständig redundant\n", " \n", " \n", " 710_SD_42_10036_10038\n", - " 0.920943\n", - " 92.094335\n", + " 0.928408\n", + " 92.840845\n", " nahezu vollständig redundant\n", " \n", " \n", " 711_SD_42_10036_10037\n", - " 0.935382\n", - " 93.538175\n", + " 0.952101\n", + " 95.210055\n", " nahezu vollständig redundant\n", " \n", " \n", " 712_SD_42_10036_10034\n", - " 0.927813\n", - " 92.781287\n", + " 0.942220\n", + " 94.222039\n", " nahezu vollständig redundant\n", " \n", " \n", " 713_SD_42_10036_10035\n", - " 0.929042\n", - " 92.904219\n", + " 0.947569\n", + " 94.756893\n", " nahezu vollständig redundant\n", " \n", " \n", " 714_SD_42_10036_10038\n", - " 0.920943\n", - " 92.094335\n", + " 0.928408\n", + " 92.840845\n", " nahezu vollständig redundant\n", " \n", " \n", " 715_SD_42_10036_10037\n", - " 0.935382\n", - " 93.538175\n", + " 0.952101\n", + " 95.210055\n", " nahezu vollständig redundant\n", " \n", " \n", " 716_SD_42_10036_10034\n", - " 0.927813\n", - " 92.781288\n", + " 0.942220\n", + " 94.222039\n", " nahezu vollständig redundant\n", " \n", " \n", " 717_SD_42_10036_10035\n", - " 0.929042\n", - " 92.904219\n", + " 0.947569\n", + " 94.756893\n", " nahezu vollständig redundant\n", " \n", " \n", " 718_SD_43_10028_10011\n", - " 0.934418\n", - " 93.441751\n", + " 0.934518\n", + " 93.451810\n", " nahezu vollständig redundant\n", " \n", " \n", " 719_SD_43_10028_10030\n", - " 0.932859\n", - " 93.285873\n", + " 0.933685\n", + " 93.368513\n", " nahezu vollständig redundant\n", " \n", " \n", " 720_SD_43_10028_10029\n", - " 0.937864\n", - " 93.786350\n", + " 0.938946\n", + " 93.894557\n", " nahezu vollständig redundant\n", " \n", " \n", " 721_SD_43_10028_10034\n", - " 0.921408\n", - " 92.140846\n", + " 0.922139\n", + " 92.213868\n", " nahezu vollständig redundant\n", " \n", " \n", " 722_SD_43_10028_10011\n", - " 0.934418\n", - " 93.441751\n", + " 0.934518\n", + " 93.451810\n", " nahezu vollständig redundant\n", " \n", " \n", " 723_SD_43_10028_10030\n", - " 0.932859\n", - " 93.285873\n", + " 0.933685\n", + " 93.368513\n", " nahezu vollständig redundant\n", " \n", " \n", " 724_SD_43_10028_10029\n", - " 0.937863\n", - " 93.786350\n", + " 0.938946\n", + " 93.894557\n", " nahezu vollständig redundant\n", " \n", " \n", " 725_SD_43_10028_10034\n", - " 0.921408\n", - " 92.140846\n", + " 0.922139\n", + " 92.213868\n", " nahezu vollständig redundant\n", " \n", " \n", " 726_SD_43_10028_10011\n", - " 0.934418\n", - " 93.441752\n", + " 0.934518\n", + " 93.451811\n", " nahezu vollständig redundant\n", " \n", " \n", " 727_SD_43_10028_10030\n", - " 0.932859\n", - " 93.285873\n", + " 0.933685\n", + " 93.368513\n", " nahezu vollständig redundant\n", " \n", " \n", " 728_SD_43_10028_10029\n", - " 0.937864\n", - " 93.786350\n", + " 0.938946\n", + " 93.894557\n", " nahezu vollständig redundant\n", " \n", " \n", " 729_SD_43_10028_10034\n", - " 0.921408\n", - " 92.140846\n", + " 0.922139\n", + " 92.213868\n", " nahezu vollständig redundant\n", " \n", " \n", " 730_SD_44_10034_10028\n", - " 0.921408\n", - " 92.140848\n", + " 0.922139\n", + " 92.213870\n", " nahezu vollständig redundant\n", " \n", " \n", " 731_SD_44_10034_10035\n", - " 0.931142\n", - " 93.114201\n", + " 0.949866\n", + " 94.986580\n", " nahezu vollständig redundant\n", " \n", " \n", " 732_SD_44_10034_10037\n", - " 0.942853\n", - " 94.285345\n", + " 0.951559\n", + " 95.155926\n", " nahezu vollständig redundant\n", " \n", " \n", " 733_SD_44_10034_10036\n", - " 0.927813\n", - " 92.781287\n", + " 0.942220\n", + " 94.222038\n", " nahezu vollständig redundant\n", " \n", " \n", " 734_SD_44_10034_10045\n", - " 0.903383\n", - " 90.338263\n", + " 0.903806\n", + " 90.380583\n", " nahezu vollständig redundant\n", " \n", " \n", " 735_SD_44_10034_10028\n", - " 0.921408\n", - " 92.140848\n", + " 0.922139\n", + " 92.213870\n", " nahezu vollständig redundant\n", " \n", " \n", " 736_SD_44_10034_10035\n", - " 0.931142\n", - " 93.114201\n", + " 0.949866\n", + " 94.986580\n", " nahezu vollständig redundant\n", " \n", " \n", " 737_SD_44_10034_10037\n", - " 0.942853\n", - " 94.285345\n", + " 0.951559\n", + " 95.155926\n", " nahezu vollständig redundant\n", " \n", " \n", " 738_SD_44_10034_10036\n", - " 0.927813\n", - " 92.781288\n", + " 0.942220\n", + " 94.222039\n", " nahezu vollständig redundant\n", " \n", " \n", " 739_SD_44_10034_10045\n", - " 0.903383\n", - " 90.338263\n", + " 0.903806\n", + " 90.380583\n", " nahezu vollständig redundant\n", " \n", " \n", " 740_SD_44_10034_10028\n", - " 0.921408\n", - " 92.140848\n", + " 0.922139\n", + " 92.213870\n", " nahezu vollständig redundant\n", " \n", " \n", " 741_SD_44_10034_10035\n", - " 0.931142\n", - " 93.114201\n", + " 0.949866\n", + " 94.986580\n", " nahezu vollständig redundant\n", " \n", " \n", " 742_SD_44_10034_10037\n", - " 0.942853\n", - " 94.285345\n", + " 0.951559\n", + " 95.155926\n", " nahezu vollständig redundant\n", " \n", " \n", " 743_SD_44_10034_10036\n", - " 0.927813\n", - " 92.781287\n", + " 0.942220\n", + " 94.222039\n", " nahezu vollständig redundant\n", " \n", " \n", " 744_SD_44_10034_10045\n", - " 0.903383\n", - " 90.338263\n", + " 0.903806\n", + " 90.380583\n", " nahezu vollständig redundant\n", " \n", " \n", " 745_SD_45_10030_10028\n", - " 0.932859\n", - " 93.285873\n", + " 0.933685\n", + " 93.368513\n", " nahezu vollständig redundant\n", " \n", " \n", " 746_SD_45_10030_10031\n", - " 0.915529\n", - " 91.552890\n", + " 0.915898\n", + " 91.589843\n", " nahezu vollständig redundant\n", " \n", " \n", " 747_SD_45_10030_10029\n", - " 0.926755\n", - " 92.675519\n", + " 0.926760\n", + " 92.675992\n", " nahezu vollständig redundant\n", " \n", " \n", " 748_SD_45_10030_10035\n", - " 0.927153\n", - " 92.715322\n", + " 0.927890\n", + " 92.788953\n", " nahezu vollständig redundant\n", " \n", " \n", " 749_SD_45_10030_10028\n", - " 0.932859\n", - " 93.285873\n", + " 0.933685\n", + " 93.368512\n", " nahezu vollständig redundant\n", " \n", " \n", " 750_SD_45_10030_10031\n", - " 0.915529\n", - " 91.552890\n", + " 0.915898\n", + " 91.589843\n", " nahezu vollständig redundant\n", " \n", " \n", " 751_SD_45_10030_10029\n", - " 0.926755\n", - " 92.675519\n", + " 0.926760\n", + " 92.675992\n", " nahezu vollständig redundant\n", " \n", " \n", " 752_SD_45_10030_10035\n", - " 0.927153\n", - " 92.715322\n", + " 0.927890\n", + " 92.788953\n", " nahezu vollständig redundant\n", " \n", " \n", " 753_SD_45_10030_10028\n", - " 0.932859\n", - " 93.285873\n", + " 0.933685\n", + " 93.368513\n", " nahezu vollständig redundant\n", " \n", " \n", " 754_SD_45_10030_10031\n", - " 0.915529\n", - " 91.552890\n", + " 0.915898\n", + " 91.589843\n", " nahezu vollständig redundant\n", " \n", " \n", " 755_SD_45_10030_10029\n", - " 0.926755\n", - " 92.675518\n", + " 0.926760\n", + " 92.675992\n", " nahezu vollständig redundant\n", " \n", " \n", " 756_SD_45_10030_10035\n", - " 0.927153\n", - " 92.715322\n", + " 0.927890\n", + " 92.788953\n", " nahezu vollständig redundant\n", " \n", " \n", " 757_SD_46_10029_10030\n", - " 0.926755\n", - " 92.675518\n", + " 0.926760\n", + " 92.675991\n", " nahezu vollständig redundant\n", " \n", " \n", " 758_SD_46_10029_10039\n", - " 0.921514\n", - " 92.151436\n", + " 0.922176\n", + " 92.217636\n", " nahezu vollständig redundant\n", " \n", " \n", " 759_SD_46_10029_10035\n", - " 0.928540\n", - " 92.854008\n", + " 0.929269\n", + " 92.926896\n", " nahezu vollständig redundant\n", " \n", " \n", " 760_SD_46_10029_10028\n", - " 0.937864\n", - " 93.786350\n", + " 0.938946\n", + " 93.894557\n", " nahezu vollständig redundant\n", " \n", " \n", " 761_SD_46_10029_10030\n", - " 0.926755\n", - " 92.675518\n", + " 0.926760\n", + " 92.675991\n", " nahezu vollständig redundant\n", " \n", " \n", " 762_SD_46_10029_10039\n", - " 0.921514\n", - " 92.151436\n", + " 0.922176\n", + " 92.217635\n", " nahezu vollständig redundant\n", " \n", " \n", " 763_SD_46_10029_10035\n", - " 0.928540\n", - " 92.854008\n", + " 0.929269\n", + " 92.926896\n", " nahezu vollständig redundant\n", " \n", " \n", " 764_SD_46_10029_10028\n", - " 0.937864\n", - " 93.786350\n", + " 0.938946\n", + " 93.894557\n", " nahezu vollständig redundant\n", " \n", " \n", " 765_SD_46_10029_10030\n", - " 0.926755\n", - " 92.675518\n", + " 0.926760\n", + " 92.675991\n", " nahezu vollständig redundant\n", " \n", " \n", " 766_SD_46_10029_10039\n", - " 0.921514\n", - " 92.151436\n", + " 0.922176\n", + " 92.217635\n", " nahezu vollständig redundant\n", " \n", " \n", " 767_SD_46_10029_10035\n", - " 0.928540\n", - " 92.854008\n", + " 0.929269\n", + " 92.926896\n", " nahezu vollständig redundant\n", " \n", " \n", " 768_SD_46_10029_10028\n", - " 0.937864\n", - " 93.786350\n", + " 0.938946\n", + " 93.894557\n", " nahezu vollständig redundant\n", " \n", " \n", " 769_SD_47_10053_10044\n", - " 0.953262\n", - " 95.326249\n", + " 0.953280\n", + " 95.328004\n", " nahezu vollständig redundant\n", " \n", " \n", " 770_SD_47_10053_10052\n", - " 0.947994\n", - " 94.799377\n", + " 0.947998\n", + " 94.799822\n", " nahezu vollständig redundant\n", " \n", " \n", " 771_SD_47_10053_10059\n", - " 0.953445\n", - " 95.344546\n", + " 0.953459\n", + " 95.345878\n", " nahezu vollständig redundant\n", " \n", " \n", " 772_SD_47_10053_10049\n", - " 0.929703\n", - " 92.970275\n", + " 0.929986\n", + " 92.998603\n", " nahezu vollständig redundant\n", " \n", " \n", " 773_SD_47_10053_10050\n", - " 0.942975\n", - " 94.297498\n", + " 0.943219\n", + " 94.321905\n", " nahezu vollständig redundant\n", " \n", " \n", " 774_SD_47_10053_10051\n", - " 0.939778\n", - " 93.977815\n", + " 0.939785\n", + " 93.978507\n", " nahezu vollständig redundant\n", " \n", " \n", " 775_SD_47_10053_10044\n", - " 0.953262\n", - " 95.326249\n", + " 0.953280\n", + " 95.328004\n", " nahezu vollständig redundant\n", " \n", " \n", " 776_SD_47_10053_10052\n", - " 0.947994\n", - " 94.799377\n", + " 0.947998\n", + " 94.799822\n", " nahezu vollständig redundant\n", " \n", " \n", " 777_SD_47_10053_10059\n", - " 0.953445\n", - " 95.344546\n", + " 0.953459\n", + " 95.345878\n", " nahezu vollständig redundant\n", " \n", " \n", " 778_SD_47_10053_10049\n", - " 0.929703\n", - " 92.970276\n", + " 0.929986\n", + " 92.998604\n", " nahezu vollständig redundant\n", " \n", " \n", " 779_SD_47_10053_10050\n", - " 0.942975\n", - " 94.297498\n", + " 0.943219\n", + " 94.321905\n", " nahezu vollständig redundant\n", " \n", " \n", " 780_SD_47_10053_10051\n", - " 0.939778\n", - " 93.977815\n", + " 0.939785\n", + " 93.978507\n", " nahezu vollständig redundant\n", " \n", " \n", " 781_SD_47_10053_10044\n", - " 0.953262\n", - " 95.326249\n", + " 0.953280\n", + " 95.328004\n", " nahezu vollständig redundant\n", " \n", " \n", " 782_SD_47_10053_10052\n", - " 0.947994\n", - " 94.799377\n", + " 0.947998\n", + " 94.799822\n", " nahezu vollständig redundant\n", " \n", " \n", " 783_SD_47_10053_10059\n", - " 0.953445\n", - " 95.344546\n", + " 0.953459\n", + " 95.345878\n", " nahezu vollständig redundant\n", " \n", " \n", " 784_SD_47_10053_10049\n", - " 0.929703\n", - " 92.970276\n", + " 0.929986\n", + " 92.998604\n", " nahezu vollständig redundant\n", " \n", " \n", " 785_SD_47_10053_10050\n", - " 0.942975\n", - " 94.297498\n", + " 0.943219\n", + " 94.321905\n", " nahezu vollständig redundant\n", " \n", " \n", " 786_SD_47_10053_10051\n", - " 0.939778\n", - " 93.977815\n", + " 0.939785\n", + " 93.978506\n", " nahezu vollständig redundant\n", " \n", " \n", " 787_SD_48_10049_10050\n", - " 0.933120\n", - " 93.312045\n", + " 0.933533\n", + " 93.353330\n", " nahezu vollständig redundant\n", " \n", " \n", " 788_SD_48_10049_10053\n", - " 0.929703\n", - " 92.970275\n", + " 0.929986\n", + " 92.998603\n", " nahezu vollständig redundant\n", " \n", " \n", " 789_SD_48_10049_10047\n", - " 0.927976\n", - " 92.797603\n", + " 0.935622\n", + " 93.562234\n", " nahezu vollständig redundant\n", " \n", " \n", " 790_SD_48_10049_10046\n", - " 0.919942\n", - " 91.994174\n", + " 0.931494\n", + " 93.149424\n", " nahezu vollständig redundant\n", " \n", " \n", " 791_SD_48_10049_10048\n", - " 0.937511\n", - " 93.751092\n", + " 0.943525\n", + " 94.352458\n", " nahezu vollständig redundant\n", " \n", " \n", " 792_SD_48_10049_10050\n", - " 0.933120\n", - " 93.312045\n", + " 0.933533\n", + " 93.353330\n", " nahezu vollständig redundant\n", " \n", " \n", " 793_SD_48_10049_10053\n", - " 0.929703\n", - " 92.970275\n", + " 0.929986\n", + " 92.998603\n", " nahezu vollständig redundant\n", " \n", " \n", " 794_SD_48_10049_10047\n", - " 0.927976\n", - " 92.797603\n", + " 0.935622\n", + " 93.562234\n", " nahezu vollständig redundant\n", " \n", " \n", " 795_SD_48_10049_10046\n", - " 0.919942\n", - " 91.994174\n", + " 0.931494\n", + " 93.149424\n", " nahezu vollständig redundant\n", " \n", " \n", " 796_SD_48_10049_10048\n", - " 0.937511\n", - " 93.751092\n", + " 0.943525\n", + " 94.352458\n", " nahezu vollständig redundant\n", " \n", " \n", " 797_SD_48_10049_10050\n", - " 0.933120\n", - " 93.312045\n", + " 0.933533\n", + " 93.353330\n", " nahezu vollständig redundant\n", " \n", " \n", " 798_SD_48_10049_10053\n", - " 0.929703\n", - " 92.970275\n", + " 0.929986\n", + " 92.998603\n", " nahezu vollständig redundant\n", " \n", " \n", " 799_SD_48_10049_10047\n", - " 0.927976\n", - " 92.797603\n", + " 0.935622\n", + " 93.562234\n", " nahezu vollständig redundant\n", " \n", " \n", " 800_SD_48_10049_10046\n", - " 0.919942\n", - " 91.994174\n", + " 0.931494\n", + " 93.149424\n", " nahezu vollständig redundant\n", " \n", " \n", " 801_SD_48_10049_10048\n", - " 0.937511\n", - " 93.751092\n", + " 0.943525\n", + " 94.352458\n", " nahezu vollständig redundant\n", " \n", " \n", " 802_SD_49_10050_10051\n", - " 0.931317\n", - " 93.131654\n", + " 0.931344\n", + " 93.134399\n", " nahezu vollständig redundant\n", " \n", " \n", " 803_SD_49_10050_10052\n", - " 0.938822\n", - " 93.882160\n", + " 0.939022\n", + " 93.902220\n", " nahezu vollständig redundant\n", " \n", " \n", " 804_SD_49_10050_10053\n", - " 0.942975\n", - " 94.297497\n", + " 0.943219\n", + " 94.321905\n", " nahezu vollständig redundant\n", " \n", " \n", " 805_SD_49_10050_10049\n", - " 0.933120\n", - " 93.312045\n", + " 0.933533\n", + " 93.353330\n", " nahezu vollständig redundant\n", " \n", " \n", " 806_SD_49_10050_10048\n", - " 0.928659\n", - " 92.865888\n", + " 0.932456\n", + " 93.245646\n", " nahezu vollständig redundant\n", " \n", " \n", " 807_SD_49_10050_10051\n", - " 0.931317\n", - " 93.131654\n", + " 0.931344\n", + " 93.134399\n", " nahezu vollständig redundant\n", " \n", " \n", " 808_SD_49_10050_10052\n", - " 0.938822\n", - " 93.882160\n", + " 0.939022\n", + " 93.902221\n", " nahezu vollständig redundant\n", " \n", " \n", " 809_SD_49_10050_10053\n", - " 0.942975\n", - " 94.297497\n", + " 0.943219\n", + " 94.321905\n", " nahezu vollständig redundant\n", " \n", " \n", " 810_SD_49_10050_10049\n", - " 0.933120\n", - " 93.312045\n", + " 0.933533\n", + " 93.353330\n", " nahezu vollständig redundant\n", " \n", " \n", " 811_SD_49_10050_10048\n", - " 0.928659\n", - " 92.865888\n", + " 0.932456\n", + " 93.245646\n", " nahezu vollständig redundant\n", " \n", " \n", " 812_SD_49_10050_10051\n", - " 0.931317\n", - " 93.131654\n", + " 0.931344\n", + " 93.134399\n", " nahezu vollständig redundant\n", " \n", " \n", " 813_SD_49_10050_10052\n", - " 0.938822\n", - " 93.882160\n", + " 0.939022\n", + " 93.902221\n", " nahezu vollständig redundant\n", " \n", " \n", " 814_SD_49_10050_10053\n", - " 0.942975\n", - " 94.297497\n", + " 0.943219\n", + " 94.321905\n", " nahezu vollständig redundant\n", " \n", " \n", " 815_SD_49_10050_10049\n", - " 0.933120\n", - " 93.312045\n", + " 0.933533\n", + " 93.353330\n", " nahezu vollständig redundant\n", " \n", " \n", " 816_SD_49_10050_10048\n", - " 0.928659\n", - " 92.865888\n", + " 0.932456\n", + " 93.245646\n", " nahezu vollständig redundant\n", " \n", " \n", " 817_SD_50_10048_10050\n", - " 0.928659\n", - " 92.865888\n", + " 0.932456\n", + " 93.245646\n", " nahezu vollständig redundant\n", " \n", " \n", " 818_SD_50_10048_10049\n", - " 0.937511\n", - " 93.751092\n", + " 0.943525\n", + " 94.352457\n", " nahezu vollständig redundant\n", " \n", " \n", " 819_SD_50_10048_10057\n", - " 0.912879\n", - " 91.287908\n", + " 0.913202\n", + " 91.320171\n", " nahezu vollständig redundant\n", " \n", " \n", " 820_SD_50_10048_10047\n", - " 0.931778\n", - " 93.177800\n", + " 0.956581\n", + " 95.658110\n", " nahezu vollständig redundant\n", " \n", " \n", " 821_SD_50_10048_10046\n", - " 0.930750\n", - " 93.074953\n", + " 0.959013\n", + " 95.901326\n", " nahezu vollständig redundant\n", " \n", " \n", " 822_SD_50_10048_10050\n", - " 0.928659\n", - " 92.865888\n", + " 0.932456\n", + " 93.245646\n", " nahezu vollständig redundant\n", " \n", " \n", " 823_SD_50_10048_10049\n", - " 0.937511\n", - " 93.751092\n", + " 0.943525\n", + " 94.352457\n", " nahezu vollständig redundant\n", " \n", " \n", " 824_SD_50_10048_10057\n", - " 0.912879\n", - " 91.287908\n", + " 0.913202\n", + " 91.320171\n", " nahezu vollständig redundant\n", " \n", " \n", " 825_SD_50_10048_10047\n", - " 0.931778\n", - " 93.177800\n", + " 0.956581\n", + " 95.658110\n", " nahezu vollständig redundant\n", " \n", " \n", " 826_SD_50_10048_10046\n", - " 0.930750\n", - " 93.074953\n", + " 0.959013\n", + " 95.901326\n", " nahezu vollständig redundant\n", " \n", " \n", " 827_SD_50_10048_10050\n", - " 0.928659\n", - " 92.865888\n", + " 0.932456\n", + " 93.245645\n", " nahezu vollständig redundant\n", " \n", " \n", " 828_SD_50_10048_10049\n", - " 0.937511\n", - " 93.751092\n", + " 0.943525\n", + " 94.352457\n", " nahezu vollständig redundant\n", " \n", " \n", " 829_SD_50_10048_10057\n", - " 0.912879\n", - " 91.287908\n", + " 0.913202\n", + " 91.320171\n", " nahezu vollständig redundant\n", " \n", " \n", " 830_SD_50_10048_10047\n", - " 0.931778\n", - " 93.177800\n", + " 0.956581\n", + " 95.658110\n", " nahezu vollständig redundant\n", " \n", " \n", " 831_SD_50_10048_10046\n", - " 0.930750\n", - " 93.074953\n", + " 0.959013\n", + " 95.901326\n", " nahezu vollständig redundant\n", " \n", " \n", " 832_SD_51_10047_10048\n", - " 0.931778\n", - " 93.177799\n", + " 0.956581\n", + " 95.658110\n", " nahezu vollständig redundant\n", " \n", " \n", " 833_SD_51_10047_10049\n", - " 0.927976\n", - " 92.797601\n", + " 0.935622\n", + " 93.562233\n", " nahezu vollständig redundant\n", " \n", " \n", " 834_SD_51_10047_10045\n", - " 0.920558\n", - " 92.055783\n", + " 0.926228\n", + " 92.622790\n", " nahezu vollständig redundant\n", " \n", " \n", " 835_SD_51_10047_10046\n", - " 0.931932\n", - " 93.193203\n", + " 0.949606\n", + " 94.960588\n", " nahezu vollständig redundant\n", " \n", " \n", " 836_SD_51_10047_10048\n", - " 0.931778\n", - " 93.177799\n", + " 0.956581\n", + " 95.658110\n", " nahezu vollständig redundant\n", " \n", " \n", " 837_SD_51_10047_10049\n", - " 0.927976\n", - " 92.797601\n", + " 0.935622\n", + " 93.562233\n", " nahezu vollständig redundant\n", " \n", " \n", " 838_SD_51_10047_10045\n", - " 0.920558\n", - " 92.055783\n", + " 0.926228\n", + " 92.622790\n", " nahezu vollständig redundant\n", " \n", " \n", " 839_SD_51_10047_10046\n", - " 0.931932\n", - " 93.193203\n", + " 0.949606\n", + " 94.960588\n", " nahezu vollständig redundant\n", " \n", " \n", " 840_SD_51_10047_10048\n", - " 0.931778\n", - " 93.177799\n", + " 0.956581\n", + " 95.658110\n", " nahezu vollständig redundant\n", " \n", " \n", " 841_SD_51_10047_10049\n", - " 0.927976\n", - " 92.797601\n", + " 0.935622\n", + " 93.562233\n", " nahezu vollständig redundant\n", " \n", " \n", " 842_SD_51_10047_10045\n", - " 0.920558\n", - " 92.055783\n", + " 0.926228\n", + " 92.622790\n", " nahezu vollständig redundant\n", " \n", " \n", " 843_SD_51_10047_10046\n", - " 0.931932\n", - " 93.193203\n", + " 0.949606\n", + " 94.960588\n", " nahezu vollständig redundant\n", " \n", " \n", " 844_SD_52_10046_10048\n", - " 0.930750\n", - " 93.074953\n", + " 0.959013\n", + " 95.901326\n", " nahezu vollständig redundant\n", " \n", " \n", " 845_SD_52_10046_10047\n", - " 0.931932\n", - " 93.193203\n", + " 0.949606\n", + " 94.960588\n", " nahezu vollständig redundant\n", " \n", " \n", " 846_SD_52_10046_10055\n", - " 0.910439\n", - " 91.043933\n", + " 0.912439\n", + " 91.243861\n", " nahezu vollständig redundant\n", " \n", " \n", " 847_SD_52_10046_10045\n", - " 0.921454\n", - " 92.145366\n", + " 0.927067\n", + " 92.706664\n", " nahezu vollständig redundant\n", " \n", " \n", " 848_SD_52_10046_10048\n", - " 0.930750\n", - " 93.074952\n", + " 0.959013\n", + " 95.901326\n", " nahezu vollständig redundant\n", " \n", " \n", " 849_SD_52_10046_10047\n", - " 0.931932\n", - " 93.193203\n", + " 0.949606\n", + " 94.960588\n", " nahezu vollständig redundant\n", " \n", " \n", " 850_SD_52_10046_10055\n", - " 0.910439\n", - " 91.043932\n", + " 0.912439\n", + " 91.243860\n", " nahezu vollständig redundant\n", " \n", " \n", " 851_SD_52_10046_10045\n", - " 0.921454\n", - " 92.145366\n", + " 0.927067\n", + " 92.706664\n", " nahezu vollständig redundant\n", " \n", " \n", " 852_SD_52_10046_10048\n", - " 0.930750\n", - " 93.074953\n", + " 0.959013\n", + " 95.901326\n", " nahezu vollständig redundant\n", " \n", " \n", " 853_SD_52_10046_10047\n", - " 0.931932\n", - " 93.193203\n", + " 0.949606\n", + " 94.960588\n", " nahezu vollständig redundant\n", " \n", " \n", " 854_SD_52_10046_10055\n", - " 0.910439\n", - " 91.043933\n", + " 0.912439\n", + " 91.243861\n", " nahezu vollständig redundant\n", " \n", " \n", " 855_SD_52_10046_10045\n", - " 0.921454\n", - " 92.145366\n", + " 0.927067\n", + " 92.706664\n", " nahezu vollständig redundant\n", " \n", " \n", " 856_SD_53_10045_10034\n", - " 0.903383\n", - " 90.338266\n", + " 0.903806\n", + " 90.380586\n", " nahezu vollständig redundant\n", " \n", " \n", " 857_SD_53_10045_10046\n", - " 0.921454\n", - " 92.145367\n", + " 0.927067\n", + " 92.706665\n", " nahezu vollständig redundant\n", " \n", " \n", " 858_SD_53_10045_10047\n", - " 0.920558\n", - " 92.055784\n", + " 0.926228\n", + " 92.622791\n", " nahezu vollständig redundant\n", " \n", " \n", " 859_SD_53_10045_10054\n", - " 0.919495\n", - " 91.949456\n", + " 0.920063\n", + " 92.006327\n", " nahezu vollständig redundant\n", " \n", " \n", " 860_SD_53_10045_10034\n", - " 0.903383\n", - " 90.338266\n", + " 0.903806\n", + " 90.380586\n", " nahezu vollständig redundant\n", " \n", " \n", " 861_SD_53_10045_10046\n", - " 0.921454\n", - " 92.145367\n", + " 0.927067\n", + " 92.706665\n", " nahezu vollständig redundant\n", " \n", " \n", " 862_SD_53_10045_10047\n", - " 0.920558\n", - " 92.055784\n", + " 0.926228\n", + " 92.622791\n", " nahezu vollständig redundant\n", " \n", " \n", " 863_SD_53_10045_10054\n", - " 0.919495\n", - " 91.949455\n", + " 0.920063\n", + " 92.006327\n", " nahezu vollständig redundant\n", " \n", " \n", " 864_SD_53_10045_10034\n", - " 0.903383\n", - " 90.338267\n", + " 0.903806\n", + " 90.380587\n", " nahezu vollständig redundant\n", " \n", " \n", " 865_SD_53_10045_10046\n", - " 0.921454\n", - " 92.145367\n", + " 0.927067\n", + " 92.706665\n", " nahezu vollständig redundant\n", " \n", " \n", " 866_SD_53_10045_10047\n", - " 0.920558\n", - " 92.055783\n", + " 0.926228\n", + " 92.622790\n", " nahezu vollständig redundant\n", " \n", " \n", " 867_SD_53_10045_10054\n", - " 0.919495\n", - " 91.949455\n", + " 0.920063\n", + " 92.006327\n", " nahezu vollständig redundant\n", " \n", " \n", " 868_SD_54_10059_10053\n", - " 0.953445\n", - " 95.344546\n", + " 0.953459\n", + " 95.345878\n", " nahezu vollständig redundant\n", " \n", " \n", " 869_SD_54_10059_10052\n", - " 0.957775\n", - " 95.777454\n", + " 0.957783\n", + " 95.778289\n", " nahezu vollständig redundant\n", " \n", " \n", " 870_SD_54_10059_10058\n", - " 0.931140\n", - " 93.114005\n", + " 0.933149\n", + " 93.314852\n", " nahezu vollständig redundant\n", " \n", " \n", " 871_SD_54_10059_10056\n", - " 0.941743\n", - " 94.174257\n", + " 0.947850\n", + " 94.785026\n", " nahezu vollständig redundant\n", " \n", " \n", " 872_SD_54_10059_10057\n", - " 0.944383\n", - " 94.438279\n", + " 0.946291\n", + " 94.629102\n", " nahezu vollständig redundant\n", " \n", " \n", " 873_SD_54_10059_10053\n", - " 0.953445\n", - " 95.344546\n", + " 0.953459\n", + " 95.345878\n", " nahezu vollständig redundant\n", " \n", " \n", " 874_SD_54_10059_10052\n", - " 0.957775\n", - " 95.777454\n", + " 0.957783\n", + " 95.778289\n", " nahezu vollständig redundant\n", " \n", " \n", " 875_SD_54_10059_10058\n", - " 0.931140\n", - " 93.114005\n", + " 0.933149\n", + " 93.314852\n", " nahezu vollständig redundant\n", " \n", " \n", " 876_SD_54_10059_10056\n", - " 0.941743\n", - " 94.174256\n", + " 0.947850\n", + " 94.785025\n", " nahezu vollständig redundant\n", " \n", " \n", " 877_SD_54_10059_10057\n", - " 0.944383\n", - " 94.438278\n", + " 0.946291\n", + " 94.629102\n", " nahezu vollständig redundant\n", " \n", " \n", " 878_SD_54_10059_10053\n", - " 0.953445\n", - " 95.344546\n", + " 0.953459\n", + " 95.345878\n", " nahezu vollständig redundant\n", " \n", " \n", " 879_SD_54_10059_10052\n", - " 0.957775\n", - " 95.777454\n", + " 0.957783\n", + " 95.778290\n", " nahezu vollständig redundant\n", " \n", " \n", " 880_SD_54_10059_10058\n", - " 0.931140\n", - " 93.114005\n", + " 0.933149\n", + " 93.314852\n", " nahezu vollständig redundant\n", " \n", " \n", " 881_SD_54_10059_10056\n", - " 0.941743\n", - " 94.174256\n", + " 0.947850\n", + " 94.785025\n", " nahezu vollständig redundant\n", " \n", " \n", " 882_SD_54_10059_10057\n", - " 0.944383\n", - " 94.438278\n", + " 0.946291\n", + " 94.629102\n", " nahezu vollständig redundant\n", " \n", " \n", " 883_SD_55_10058_10059\n", - " 0.931140\n", - " 93.114005\n", + " 0.933149\n", + " 93.314852\n", " nahezu vollständig redundant\n", " \n", " \n", " 884_SD_55_10058_10056\n", - " 0.934912\n", - " 93.491212\n", + " 0.938894\n", + " 93.889437\n", " nahezu vollständig redundant\n", " \n", " \n", " 885_SD_55_10058_10055\n", - " 0.935465\n", - " 93.546520\n", + " 0.941427\n", + " 94.142724\n", " nahezu vollständig redundant\n", " \n", " \n", " 886_SD_55_10058_10057\n", - " 0.935874\n", - " 93.587438\n", + " 0.935979\n", + " 93.597880\n", " nahezu vollständig redundant\n", " \n", " \n", " 887_SD_55_10058_10059\n", - " 0.931140\n", - " 93.114005\n", + " 0.933149\n", + " 93.314852\n", " nahezu vollständig redundant\n", " \n", " \n", " 888_SD_55_10058_10056\n", - " 0.934912\n", - " 93.491212\n", + " 0.938894\n", + " 93.889437\n", " nahezu vollständig redundant\n", " \n", " \n", " 889_SD_55_10058_10055\n", - " 0.935465\n", - " 93.546520\n", + " 0.941427\n", + " 94.142724\n", " nahezu vollständig redundant\n", " \n", " \n", " 890_SD_55_10058_10057\n", - " 0.935874\n", - " 93.587438\n", + " 0.935979\n", + " 93.597880\n", " nahezu vollständig redundant\n", " \n", " \n", " 891_SD_55_10058_10059\n", - " 0.931140\n", - " 93.114005\n", + " 0.933149\n", + " 93.314852\n", " nahezu vollständig redundant\n", " \n", " \n", " 892_SD_55_10058_10056\n", - " 0.934912\n", - " 93.491211\n", + " 0.938894\n", + " 93.889437\n", " nahezu vollständig redundant\n", " \n", " \n", " 893_SD_55_10058_10055\n", - " 0.935465\n", - " 93.546521\n", + " 0.941427\n", + " 94.142725\n", " nahezu vollständig redundant\n", " \n", " \n", " 894_SD_55_10058_10057\n", - " 0.935874\n", - " 93.587438\n", + " 0.935979\n", + " 93.597880\n", " nahezu vollständig redundant\n", " \n", " \n", " 895_SD_56_10057_10059\n", - " 0.944383\n", - " 94.438277\n", + " 0.946291\n", + " 94.629100\n", " nahezu vollständig redundant\n", " \n", " \n", " 896_SD_56_10057_10058\n", - " 0.935874\n", - " 93.587438\n", + " 0.935979\n", + " 93.597879\n", " nahezu vollständig redundant\n", " \n", " \n", " 897_SD_56_10057_10056\n", - " 0.938052\n", - " 93.805208\n", + " 0.941092\n", + " 94.109190\n", " nahezu vollständig redundant\n", " \n", " \n", " 898_SD_56_10057_10055\n", - " 0.939883\n", - " 93.988296\n", + " 0.945982\n", + " 94.598182\n", " nahezu vollständig redundant\n", " \n", " \n", " 899_SD_56_10057_10048\n", - " 0.912879\n", - " 91.287908\n", + " 0.913202\n", + " 91.320171\n", " nahezu vollständig redundant\n", " \n", " \n", " 900_SD_56_10057_10059\n", - " 0.944383\n", - " 94.438277\n", + " 0.946291\n", + " 94.629100\n", " nahezu vollständig redundant\n", " \n", " \n", " 901_SD_56_10057_10058\n", - " 0.935874\n", - " 93.587437\n", + " 0.935979\n", + " 93.597878\n", " nahezu vollständig redundant\n", " \n", " \n", " 902_SD_56_10057_10056\n", - " 0.938052\n", - " 93.805208\n", + " 0.941092\n", + " 94.109190\n", " nahezu vollständig redundant\n", " \n", " \n", " 903_SD_56_10057_10055\n", - " 0.939883\n", - " 93.988296\n", + " 0.945982\n", + " 94.598182\n", " nahezu vollständig redundant\n", " \n", " \n", " 904_SD_56_10057_10048\n", - " 0.912879\n", - " 91.287907\n", + " 0.913202\n", + " 91.320170\n", " nahezu vollständig redundant\n", " \n", " \n", " 905_SD_56_10057_10059\n", - " 0.944383\n", - " 94.438277\n", + " 0.946291\n", + " 94.629101\n", " nahezu vollständig redundant\n", " \n", " \n", " 906_SD_56_10057_10058\n", - " 0.935874\n", - " 93.587437\n", + " 0.935979\n", + " 93.597878\n", " nahezu vollständig redundant\n", " \n", " \n", " 907_SD_56_10057_10056\n", - " 0.938052\n", - " 93.805209\n", + " 0.941092\n", + " 94.109190\n", " nahezu vollständig redundant\n", " \n", " \n", " 908_SD_56_10057_10055\n", - " 0.939883\n", - " 93.988296\n", + " 0.945982\n", + " 94.598182\n", " nahezu vollständig redundant\n", " \n", " \n", " 909_SD_56_10057_10048\n", - " 0.912879\n", - " 91.287907\n", + " 0.913202\n", + " 91.320170\n", " nahezu vollständig redundant\n", " \n", " \n", " 910_SD_57_10055_10057\n", - " 0.939883\n", - " 93.988296\n", + " 0.945982\n", + " 94.598182\n", " nahezu vollständig redundant\n", " \n", " \n", " 911_SD_57_10055_10058\n", - " 0.935465\n", - " 93.546519\n", + " 0.941427\n", + " 94.142723\n", " nahezu vollständig redundant\n", " \n", " \n", " 912_SD_57_10055_10056\n", - " 0.936842\n", - " 93.684195\n", + " 0.957201\n", + " 95.720067\n", " nahezu vollständig redundant\n", " \n", " \n", " 913_SD_57_10055_10054\n", - " 0.942314\n", - " 94.231369\n", + " 0.956722\n", + " 95.672183\n", " nahezu vollständig redundant\n", " \n", " \n", " 914_SD_57_10055_10046\n", - " 0.910439\n", - " 91.043934\n", + " 0.912439\n", + " 91.243862\n", " nahezu vollständig redundant\n", " \n", " \n", " 915_SD_57_10055_10057\n", - " 0.939883\n", - " 93.988296\n", + " 0.945982\n", + " 94.598182\n", " nahezu vollständig redundant\n", " \n", " \n", " 916_SD_57_10055_10058\n", - " 0.935465\n", - " 93.546519\n", + " 0.941427\n", + " 94.142723\n", " nahezu vollständig redundant\n", " \n", " \n", " 917_SD_57_10055_10056\n", - " 0.936842\n", - " 93.684195\n", + " 0.957201\n", + " 95.720067\n", " nahezu vollständig redundant\n", " \n", " \n", " 918_SD_57_10055_10054\n", - " 0.942314\n", - " 94.231369\n", + " 0.956722\n", + " 95.672183\n", " nahezu vollständig redundant\n", " \n", " \n", " 919_SD_57_10055_10046\n", - " 0.910439\n", - " 91.043933\n", + " 0.912439\n", + " 91.243861\n", " nahezu vollständig redundant\n", " \n", " \n", " 920_SD_57_10055_10057\n", - " 0.939883\n", - " 93.988296\n", + " 0.945982\n", + " 94.598182\n", " nahezu vollständig redundant\n", " \n", " \n", " 921_SD_57_10055_10058\n", - " 0.935465\n", - " 93.546519\n", + " 0.941427\n", + " 94.142723\n", " nahezu vollständig redundant\n", " \n", " \n", " 922_SD_57_10055_10056\n", - " 0.936842\n", - " 93.684195\n", + " 0.957201\n", + " 95.720067\n", " nahezu vollständig redundant\n", " \n", " \n", " 923_SD_57_10055_10054\n", - " 0.942314\n", - " 94.231369\n", + " 0.956722\n", + " 95.672183\n", " nahezu vollständig redundant\n", " \n", " \n", " 924_SD_57_10055_10046\n", - " 0.910439\n", - " 91.043933\n", + " 0.912439\n", + " 91.243861\n", " nahezu vollständig redundant\n", " \n", " \n", " 925_SD_58_10056_10058\n", - " 0.934912\n", - " 93.491209\n", + " 0.938894\n", + " 93.889434\n", " nahezu vollständig redundant\n", " \n", " \n", " 926_SD_58_10056_10057\n", - " 0.938052\n", - " 93.805207\n", + " 0.941092\n", + " 94.109189\n", " nahezu vollständig redundant\n", " \n", " \n", " 927_SD_58_10056_10054\n", - " 0.940541\n", - " 94.054078\n", + " 0.950265\n", + " 95.026457\n", " nahezu vollständig redundant\n", " \n", " \n", " 928_SD_58_10056_10055\n", - " 0.936842\n", - " 93.684194\n", + " 0.957201\n", + " 95.720067\n", " nahezu vollständig redundant\n", " \n", " \n", " 929_SD_58_10056_10058\n", - " 0.934912\n", - " 93.491209\n", + " 0.938894\n", + " 93.889434\n", " nahezu vollständig redundant\n", " \n", " \n", " 930_SD_58_10056_10057\n", - " 0.938052\n", - " 93.805208\n", + " 0.941092\n", + " 94.109189\n", " nahezu vollständig redundant\n", " \n", " \n", " 931_SD_58_10056_10054\n", - " 0.940541\n", - " 94.054078\n", + " 0.950265\n", + " 95.026457\n", " nahezu vollständig redundant\n", " \n", " \n", " 932_SD_58_10056_10055\n", - " 0.936842\n", - " 93.684194\n", + " 0.957201\n", + " 95.720067\n", " nahezu vollständig redundant\n", " \n", " \n", " 933_SD_58_10056_10058\n", - " 0.934912\n", - " 93.491207\n", + " 0.938894\n", + " 93.889433\n", " nahezu vollständig redundant\n", " \n", " \n", " 934_SD_58_10056_10057\n", - " 0.938052\n", - " 93.805207\n", + " 0.941092\n", + " 94.109189\n", " nahezu vollständig redundant\n", " \n", " \n", " 935_SD_58_10056_10054\n", - " 0.940541\n", - " 94.054078\n", + " 0.950265\n", + " 95.026457\n", " nahezu vollständig redundant\n", " \n", " \n", " 936_SD_58_10056_10055\n", - " 0.936842\n", - " 93.684195\n", + " 0.957201\n", + " 95.720067\n", " nahezu vollständig redundant\n", " \n", " \n", " 937_SD_59_10054_10045\n", - " 0.919495\n", - " 91.949457\n", + " 0.920063\n", + " 92.006328\n", " nahezu vollständig redundant\n", " \n", " \n", " 938_SD_59_10054_10055\n", - " 0.942314\n", - " 94.231370\n", + " 0.956722\n", + " 95.672183\n", " nahezu vollständig redundant\n", " \n", " \n", " 939_SD_59_10054_10056\n", - " 0.940541\n", - " 94.054081\n", + " 0.950265\n", + " 95.026459\n", " nahezu vollständig redundant\n", " \n", " \n", " 940_SD_59_10054_10045\n", - " 0.919495\n", - " 91.949457\n", + " 0.920063\n", + " 92.006328\n", " nahezu vollständig redundant\n", " \n", " \n", " 941_SD_59_10054_10055\n", - " 0.942314\n", - " 94.231370\n", + " 0.956722\n", + " 95.672183\n", " nahezu vollständig redundant\n", " \n", " \n", " 942_SD_59_10054_10056\n", - " 0.940541\n", - " 94.054080\n", + " 0.950265\n", + " 95.026458\n", " nahezu vollständig redundant\n", " \n", " \n", " 943_SD_59_10054_10045\n", - " 0.919495\n", - " 91.949457\n", + " 0.920063\n", + " 92.006328\n", " nahezu vollständig redundant\n", " \n", " \n", " 944_SD_59_10054_10055\n", - " 0.942314\n", - " 94.231371\n", + " 0.956722\n", + " 95.672184\n", " nahezu vollständig redundant\n", " \n", " \n", " 945_SD_59_10054_10056\n", - " 0.940541\n", - " 94.054080\n", + " 0.950265\n", + " 95.026458\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 946_SD_60_10047_10048\n", + " 0.956581\n", + " 95.658110\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 947_SD_60_10047_812\n", + " 0.871388\n", + " 87.138756\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 948_SD_60_10047_816\n", + " 0.819526\n", + " 81.952626\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 949_SD_60_10047_FH3\n", + " 0.873983\n", + " 87.398286\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 950_SD_60_10047_10048\n", + " 0.956581\n", + " 95.658110\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 951_SD_60_10047_812\n", + " 0.871388\n", + " 87.138756\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 952_SD_60_10047_816\n", + " 0.819526\n", + " 81.952626\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 953_SD_60_10047_FH3\n", + " 0.873983\n", + " 87.398286\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 954_SD_60_10047_10048\n", + " 0.956581\n", + " 95.658110\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 955_SD_60_10047_812\n", + " 0.871388\n", + " 87.138756\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 956_SD_60_10047_816\n", + " 0.819526\n", + " 81.952626\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 957_SD_60_10047_FH3\n", + " 0.873983\n", + " 87.398286\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 958_SD_61_10046_10048\n", + " 0.959013\n", + " 95.901328\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 959_SD_61_10046_FH3\n", + " 0.874680\n", + " 87.467988\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 960_SD_61_10046_812\n", + " 0.871572\n", + " 87.157192\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 961_SD_61_10046_10048\n", + " 0.959013\n", + " 95.901328\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 962_SD_61_10046_FH3\n", + " 0.874680\n", + " 87.467988\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 963_SD_61_10046_812\n", + " 0.871572\n", + " 87.157191\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 964_SD_61_10046_10048\n", + " 0.959013\n", + " 95.901328\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 965_SD_61_10046_FH3\n", + " 0.874680\n", + " 87.467988\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 966_SD_61_10046_812\n", + " 0.871572\n", + " 87.157191\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 967_SD_62_10048_10046\n", + " 0.959013\n", + " 95.901328\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 968_SD_62_10048_812\n", + " 0.875961\n", + " 87.596145\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 969_SD_62_10048_816\n", + " 0.806417\n", + " 80.641745\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 970_SD_62_10048_FH3\n", + " 0.852891\n", + " 85.289097\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 971_SD_62_10048_10046\n", + " 0.959013\n", + " 95.901328\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 972_SD_62_10048_812\n", + " 0.875961\n", + " 87.596146\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 973_SD_62_10048_816\n", + " 0.806417\n", + " 80.641745\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 974_SD_62_10048_FH3\n", + " 0.852891\n", + " 85.289097\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 975_SD_62_10048_10046\n", + " 0.959013\n", + " 95.901328\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 976_SD_62_10048_812\n", + " 0.875961\n", + " 87.596146\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 977_SD_62_10048_816\n", + " 0.806417\n", + " 80.641745\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 978_SD_62_10048_FH3\n", + " 0.852891\n", + " 85.289097\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 979_SD_63_10056_10055\n", + " 0.957201\n", + " 95.720066\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 980_SD_63_10056_666\n", + " 0.871159\n", + " 87.115930\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 981_SD_63_10056_10055\n", + " 0.957201\n", + " 95.720066\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 982_SD_63_10056_666\n", + " 0.871159\n", + " 87.115929\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 983_SD_63_10056_10055\n", + " 0.957201\n", + " 95.720066\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 984_SD_63_10056_666\n", + " 0.871159\n", + " 87.115930\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 985_SD_64_10055_10056\n", + " 0.957201\n", + " 95.720067\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 986_SD_64_10055_666\n", + " 0.873718\n", + " 87.371757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 987_SD_64_10055_10056\n", + " 0.957201\n", + " 95.720067\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 988_SD_64_10055_666\n", + " 0.873718\n", + " 87.371757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 989_SD_64_10055_10056\n", + " 0.957201\n", + " 95.720067\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 990_SD_64_10055_666\n", + " 0.873718\n", + " 87.371757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 991_SD_65_10054_10055\n", + " 0.956722\n", + " 95.672183\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 992_SD_65_10054_666\n", + " 0.855767\n", + " 85.576716\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 993_SD_65_10054_10055\n", + " 0.956722\n", + " 95.672183\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 994_SD_65_10054_666\n", + " 0.855767\n", + " 85.576715\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 995_SD_65_10054_10055\n", + " 0.956722\n", + " 95.672183\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 996_SD_65_10054_666\n", + " 0.855767\n", + " 85.576716\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 997_SD_66_10035_10037\n", + " 0.958970\n", + " 95.897001\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 998_SD_66_10035_FH11\n", + " 0.838453\n", + " 83.845287\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 999_SD_66_10035_FH14\n", + " 0.849550\n", + " 84.954993\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1000_SD_66_10035_10037\n", + " 0.958970\n", + " 95.897002\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1001_SD_66_10035_FH11\n", + " 0.838453\n", + " 83.845287\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1002_SD_66_10035_FH14\n", + " 0.849550\n", + " 84.954993\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1003_SD_66_10035_10037\n", + " 0.958970\n", + " 95.897001\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1004_SD_66_10035_FH11\n", + " 0.838453\n", + " 83.845287\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1005_SD_66_10035_FH14\n", + " 0.849550\n", + " 84.954993\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1006_SD_67_10036_10037\n", + " 0.952101\n", + " 95.210056\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1007_SD_67_10036_FH11\n", + " 0.870009\n", + " 87.000903\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1008_SD_67_10036_FH14\n", + " 0.868224\n", + " 86.822446\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1009_SD_67_10036_10037\n", + " 0.952101\n", + " 95.210056\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1010_SD_67_10036_FH11\n", + " 0.870009\n", + " 87.000903\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1011_SD_67_10036_FH14\n", + " 0.868224\n", + " 86.822448\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1012_SD_67_10036_10037\n", + " 0.952101\n", + " 95.210056\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1013_SD_67_10036_FH11\n", + " 0.870009\n", + " 87.000903\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1014_SD_67_10036_FH14\n", + " 0.868224\n", + " 86.822448\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1015_SD_68_10034_10035\n", + " 0.949866\n", + " 94.986581\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1016_SD_68_10034_FH14\n", + " 0.865030\n", + " 86.503029\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1017_SD_68_10034_10035\n", + " 0.949866\n", + " 94.986582\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1018_SD_68_10034_FH14\n", + " 0.865030\n", + " 86.503029\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1019_SD_68_10034_10035\n", + " 0.949866\n", + " 94.986581\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1020_SD_68_10034_FH14\n", + " 0.865030\n", + " 86.503030\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1021_SD_69_10037_10040\n", + " 0.954952\n", + " 95.495244\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1022_SD_69_10037_FH4\n", + " 0.757088\n", + " 75.708792\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1023_SD_69_10037_FH11\n", + " 0.875086\n", + " 87.508621\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1024_SD_69_10037_10040\n", + " 0.954952\n", + " 95.495244\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1025_SD_69_10037_FH4\n", + " 0.757088\n", + " 75.708792\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1026_SD_69_10037_FH11\n", + " 0.875086\n", + " 87.508621\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1027_SD_69_10037_10040\n", + " 0.954952\n", + " 95.495244\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1028_SD_69_10037_FH4\n", + " 0.757088\n", + " 75.708792\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1029_SD_69_10037_FH11\n", + " 0.875086\n", + " 87.508621\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1030_SD_70_10041_10040\n", + " 0.941002\n", + " 94.100169\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1031_SD_70_10041_FH4\n", + " 0.800313\n", + " 80.031340\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1032_SD_70_10041_10040\n", + " 0.941002\n", + " 94.100169\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1033_SD_70_10041_FH4\n", + " 0.800313\n", + " 80.031340\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1034_SD_70_10041_10040\n", + " 0.941002\n", + " 94.100170\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1035_SD_70_10041_FH4\n", + " 0.800313\n", + " 80.031340\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1036_SD_71_10007_10015\n", + " 0.955650\n", + " 95.565045\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1037_SD_71_10007_FH13\n", + " 0.853093\n", + " 85.309274\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1038_SD_71_10007_10015\n", + " 0.955650\n", + " 95.565044\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1039_SD_71_10007_FH13\n", + " 0.853093\n", + " 85.309274\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1040_SD_71_10007_10015\n", + " 0.955650\n", + " 95.565045\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1041_SD_71_10007_FH13\n", + " 0.853093\n", + " 85.309274\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1042_SD_72_10015_10007\n", + " 0.955650\n", + " 95.565045\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1043_SD_72_10015_FH13\n", + " 0.853180\n", + " 85.317999\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1044_SD_72_10015_10007\n", + " 0.955650\n", + " 95.565045\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1045_SD_72_10015_FH13\n", + " 0.853180\n", + " 85.317999\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1046_SD_72_10015_10007\n", + " 0.955650\n", + " 95.565045\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1047_SD_72_10015_FH13\n", + " 0.853180\n", + " 85.317999\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1048_SD_73_10008_10007\n", + " 0.955616\n", + " 95.561634\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1049_SD_73_10008_FH13\n", + " 0.849712\n", + " 84.971199\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1050_SD_73_10008_10007\n", + " 0.955616\n", + " 95.561634\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1051_SD_73_10008_FH13\n", + " 0.849712\n", + " 84.971199\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1052_SD_73_10008_10007\n", + " 0.955616\n", + " 95.561634\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1053_SD_73_10008_FH13\n", + " 0.849712\n", + " 84.971199\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1054_SD_74_10033_10032\n", + " 0.954347\n", + " 95.434741\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1055_SD_74_10033_FH15\n", + " 0.816942\n", + " 81.694185\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1056_SD_74_10033_10032\n", + " 0.954347\n", + " 95.434742\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1057_SD_74_10033_FH15\n", + " 0.816942\n", + " 81.694185\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1058_SD_74_10033_10032\n", + " 0.954347\n", + " 95.434742\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1059_SD_74_10033_FH15\n", + " 0.816942\n", + " 81.694185\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1060_SD_75_10032_10033\n", + " 0.954347\n", + " 95.434741\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1061_SD_75_10032_FH15\n", + " 0.820984\n", + " 82.098445\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1062_SD_75_10032_10033\n", + " 0.954347\n", + " 95.434741\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1063_SD_75_10032_FH15\n", + " 0.820984\n", + " 82.098444\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1064_SD_75_10032_10033\n", + " 0.954347\n", + " 95.434741\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1065_SD_75_10032_FH15\n", + " 0.820984\n", + " 82.098444\n", " nahezu vollständig redundant\n", " \n", " \n", " 70_R_1_10009_10006\n", - " 0.843609\n", - " 84.360861\n", + " 0.843665\n", + " 84.366452\n", " nahezu vollständig redundant\n", " \n", " \n", " 71_R_1_10009_10010\n", - " 0.904511\n", - " 90.451065\n", + " 0.904527\n", + " 90.452654\n", " nahezu vollständig redundant\n", " \n", " \n", " 72_R_1_10009_10018\n", - " 0.788877\n", - " 78.887693\n", + " 0.788889\n", + " 78.888856\n", " nahezu vollständig redundant\n", " \n", " \n", " 73_R_1_10009_10008\n", - " 0.915749\n", - " 91.574907\n", + " 0.915777\n", + " 91.577728\n", " nahezu vollständig redundant\n", " \n", " \n", " 74_R_1_10009_10006\n", - " 0.843606\n", - " 84.360577\n", + " 0.843662\n", + " 84.366168\n", " nahezu vollständig redundant\n", " \n", " \n", " 75_R_1_10009_10010\n", - " 0.904513\n", - " 90.451292\n", + " 0.904529\n", + " 90.452881\n", " nahezu vollständig redundant\n", " \n", " \n", " 76_R_1_10009_10018\n", - " 0.788878\n", - " 78.887764\n", + " 0.788889\n", + " 78.888927\n", " nahezu vollständig redundant\n", " \n", " \n", " 77_R_1_10009_10008\n", - " 0.915749\n", - " 91.574945\n", + " 0.915778\n", + " 91.577766\n", " nahezu vollständig redundant\n", " \n", " \n", " 78_R_1_10009_10006\n", - " 0.843611\n", - " 84.361146\n", + " 0.843667\n", + " 84.366736\n", " nahezu vollständig redundant\n", " \n", " \n", " 79_R_1_10009_10010\n", - " 0.904514\n", - " 90.451357\n", + " 0.904529\n", + " 90.452946\n", " nahezu vollständig redundant\n", " \n", " \n", " 80_R_1_10009_10018\n", - " 0.788877\n", - " 78.887658\n", + " 0.788888\n", + " 78.888820\n", " nahezu vollständig redundant\n", " \n", " \n", " 81_R_1_10009_10008\n", - " 0.915751\n", - " 91.575135\n", + " 0.915780\n", + " 91.577957\n", " nahezu vollständig redundant\n", " \n", " \n", " 82_R_2_10006_10009\n", - " 0.932229\n", - " 93.222872\n", + " 0.932281\n", + " 93.228066\n", " nahezu vollständig redundant\n", " \n", " \n", " 83_R_2_10006_10005\n", - " 0.937853\n", - " 93.785254\n", + " 0.937856\n", + " 93.785602\n", " nahezu vollständig redundant\n", " \n", " \n", " 84_R_2_10006_10003\n", - " 0.842454\n", - " 84.245358\n", + " 0.842555\n", + " 84.255493\n", " nahezu vollständig redundant\n", " \n", " \n", " 85_R_2_10006_10004\n", - " 0.922081\n", - " 92.208123\n", + " 0.922085\n", + " 92.208483\n", " nahezu vollständig redundant\n", " \n", " \n", " 86_R_2_10006_10010\n", - " 0.912337\n", - " 91.233686\n", + " 0.912373\n", + " 91.237293\n", " nahezu vollständig redundant\n", " \n", " \n", " 87_R_2_10006_10018\n", - " 0.862640\n", - " 86.264041\n", + " 0.862680\n", + " 86.267971\n", " nahezu vollständig redundant\n", " \n", " \n", " 88_R_2_10006_10009\n", - " 0.932229\n", - " 93.222872\n", + " 0.932281\n", + " 93.228066\n", " nahezu vollständig redundant\n", " \n", " \n", " 89_R_2_10006_10005\n", - " 0.937854\n", - " 93.785383\n", + " 0.937857\n", + " 93.785731\n", " nahezu vollständig redundant\n", " \n", " \n", " 90_R_2_10006_10003\n", - " 0.842453\n", - " 84.245314\n", + " 0.842554\n", + " 84.255449\n", " nahezu vollständig redundant\n", " \n", " \n", " 91_R_2_10006_10004\n", - " 0.922083\n", - " 92.208285\n", + " 0.922086\n", + " 92.208645\n", " nahezu vollständig redundant\n", " \n", " \n", " 92_R_2_10006_10010\n", - " 0.912337\n", - " 91.233658\n", + " 0.912373\n", + " 91.237264\n", " nahezu vollständig redundant\n", " \n", " \n", " 93_R_2_10006_10018\n", - " 0.862641\n", - " 86.264112\n", + " 0.862680\n", + " 86.268042\n", " nahezu vollständig redundant\n", " \n", " \n", " 94_R_2_10006_10009\n", - " 0.932229\n", - " 93.222852\n", + " 0.932280\n", + " 93.228045\n", " nahezu vollständig redundant\n", " \n", " \n", " 95_R_2_10006_10005\n", - " 0.937853\n", - " 93.785270\n", + " 0.937856\n", + " 93.785618\n", " nahezu vollständig redundant\n", " \n", " \n", " 96_R_2_10006_10003\n", - " 0.842454\n", - " 84.245373\n", + " 0.842555\n", + " 84.255508\n", " nahezu vollständig redundant\n", " \n", " \n", " 97_R_2_10006_10004\n", - " 0.922081\n", - " 92.208139\n", + " 0.922085\n", + " 92.208499\n", " nahezu vollständig redundant\n", " \n", " \n", " 98_R_2_10006_10010\n", - " 0.912337\n", - " 91.233686\n", + " 0.912373\n", + " 91.237293\n", " nahezu vollständig redundant\n", " \n", " \n", " 99_R_2_10006_10018\n", - " 0.862641\n", - " 86.264112\n", + " 0.862680\n", + " 86.268042\n", " nahezu vollständig redundant\n", " \n", " \n", " 100_R_3_10008_10009\n", - " 0.908689\n", - " 90.868866\n", + " 0.909003\n", + " 90.900340\n", " nahezu vollständig redundant\n", " \n", " \n", " 101_R_3_10008_10007\n", - " 0.737983\n", - " 73.798269\n", + " 0.738278\n", + " 73.827781\n", " nahezu vollständig redundant\n", " \n", " \n", " 102_R_3_10008_10005\n", - " 0.915909\n", - " 91.590882\n", + " 0.916592\n", + " 91.659198\n", " nahezu vollständig redundant\n", " \n", " \n", " 103_R_3_10008_10009\n", - " 0.908689\n", - " 90.868948\n", + " 0.909004\n", + " 90.900422\n", " nahezu vollständig redundant\n", " \n", " \n", " 104_R_3_10008_10007\n", - " 0.737982\n", - " 73.798185\n", + " 0.738277\n", + " 73.827697\n", " nahezu vollständig redundant\n", " \n", " \n", " 105_R_3_10008_10005\n", - " 0.915909\n", - " 91.590850\n", + " 0.916592\n", + " 91.659167\n", " nahezu vollständig redundant\n", " \n", " \n", " 106_R_3_10008_10009\n", - " 0.908687\n", - " 90.868659\n", + " 0.909001\n", + " 90.900134\n", " nahezu vollständig redundant\n", " \n", " \n", " 107_R_3_10008_10007\n", - " 0.737981\n", - " 73.798102\n", + " 0.738276\n", + " 73.827614\n", " nahezu vollständig redundant\n", " \n", " \n", " 108_R_3_10008_10005\n", - " 0.915909\n", - " 91.590850\n", + " 0.916592\n", + " 91.659167\n", " nahezu vollständig redundant\n", " \n", " \n", " 109_R_4_10005_10008\n", - " 0.944225\n", - " 94.422469\n", + " 0.944615\n", + " 94.461505\n", " nahezu vollständig redundant\n", " \n", " \n", " 110_R_4_10005_10003\n", - " 0.930988\n", - " 93.098798\n", + " 0.931077\n", + " 93.107736\n", " nahezu vollständig redundant\n", " \n", " \n", " 111_R_4_10005_10001\n", - " 0.815277\n", - " 81.527698\n", + " 0.815290\n", + " 81.529017\n", " nahezu vollständig redundant\n", " \n", " \n", " 112_R_4_10005_10002\n", - " 0.904213\n", - " 90.421251\n", + " 0.904239\n", + " 90.423907\n", " nahezu vollständig redundant\n", " \n", " \n", " 113_R_4_10005_10004\n", - " 0.939294\n", - " 93.929358\n", + " 0.939303\n", + " 93.930325\n", " nahezu vollständig redundant\n", " \n", " \n", " 114_R_4_10005_10006\n", - " 0.901005\n", - " 90.100547\n", + " 0.901016\n", + " 90.101592\n", " nahezu vollständig redundant\n", " \n", " \n", " 115_R_4_10005_10008\n", - " 0.944225\n", - " 94.422490\n", + " 0.944615\n", + " 94.461526\n", " nahezu vollständig redundant\n", " \n", " \n", " 116_R_4_10005_10003\n", - " 0.930988\n", - " 93.098842\n", + " 0.931078\n", + " 93.107780\n", " nahezu vollständig redundant\n", " \n", " \n", " 117_R_4_10005_10001\n", - " 0.815277\n", - " 81.527733\n", + " 0.815291\n", + " 81.529052\n", " nahezu vollständig redundant\n", " \n", " \n", " 118_R_4_10005_10002\n", - " 0.904213\n", - " 90.421271\n", + " 0.904239\n", + " 90.423926\n", " nahezu vollständig redundant\n", " \n", " \n", " 119_R_4_10005_10004\n", - " 0.939291\n", - " 93.929145\n", + " 0.939301\n", + " 93.930112\n", " nahezu vollständig redundant\n", " \n", " \n", " 120_R_4_10005_10006\n", - " 0.901006\n", - " 90.100624\n", + " 0.901017\n", + " 90.101669\n", " nahezu vollständig redundant\n", " \n", " \n", " 121_R_4_10005_10008\n", - " 0.944223\n", - " 94.422345\n", + " 0.944614\n", + " 94.461382\n", " nahezu vollständig redundant\n", " \n", " \n", " 122_R_4_10005_10003\n", - " 0.930988\n", - " 93.098787\n", + " 0.931077\n", + " 93.107725\n", " nahezu vollständig redundant\n", " \n", " \n", " 123_R_4_10005_10001\n", - " 0.815278\n", - " 81.527756\n", + " 0.815291\n", + " 81.529075\n", " nahezu vollständig redundant\n", " \n", " \n", " 124_R_4_10005_10002\n", - " 0.904212\n", - " 90.421183\n", + " 0.904238\n", + " 90.423839\n", " nahezu vollständig redundant\n", " \n", " \n", " 125_R_4_10005_10004\n", - " 0.939294\n", - " 93.929358\n", + " 0.939303\n", + " 93.930325\n", " nahezu vollständig redundant\n", " \n", " \n", " 126_R_4_10005_10006\n", - " 0.901006\n", - " 90.100573\n", + " 0.901016\n", + " 90.101618\n", " nahezu vollständig redundant\n", " \n", " \n", " 127_R_5_10004_10005\n", - " 0.928190\n", - " 92.819029\n", + " 0.928203\n", + " 92.820341\n", " nahezu vollständig redundant\n", " \n", " \n", " 128_R_5_10004_10003\n", - " 0.889090\n", - " 88.909013\n", + " 0.889165\n", + " 88.916533\n", " nahezu vollständig redundant\n", " \n", " \n", " 129_R_5_10004_10002\n", - " 0.794205\n", - " 79.420540\n", + " 0.794246\n", + " 79.424636\n", " nahezu vollständig redundant\n", " \n", " \n", " 130_R_5_10004_10006\n", - " 0.843930\n", - " 84.393008\n", + " 0.843949\n", + " 84.394866\n", " nahezu vollständig redundant\n", " \n", " \n", " 131_R_5_10004_10005\n", - " 0.928190\n", - " 92.819029\n", + " 0.928203\n", + " 92.820341\n", " nahezu vollständig redundant\n", " \n", " \n", " 132_R_5_10004_10003\n", - " 0.889089\n", - " 88.908930\n", + " 0.889164\n", + " 88.916450\n", " nahezu vollständig redundant\n", " \n", " \n", " 133_R_5_10004_10002\n", - " 0.794206\n", - " 79.420564\n", + " 0.794247\n", + " 79.424660\n", " nahezu vollständig redundant\n", " \n", " \n", " 134_R_5_10004_10006\n", - " 0.843929\n", - " 84.392943\n", + " 0.843948\n", + " 84.394801\n", " nahezu vollständig redundant\n", " \n", " \n", " 135_R_5_10004_10005\n", - " 0.928191\n", - " 92.819080\n", + " 0.928204\n", + " 92.820392\n", " nahezu vollständig redundant\n", " \n", " \n", " 136_R_5_10004_10003\n", - " 0.889089\n", - " 88.908930\n", + " 0.889164\n", + " 88.916450\n", " nahezu vollständig redundant\n", " \n", " \n", " 137_R_5_10004_10002\n", - " 0.794205\n", - " 79.420540\n", + " 0.794246\n", + " 79.424636\n", " nahezu vollständig redundant\n", " \n", " \n", " 138_R_5_10004_10006\n", - " 0.843930\n", - " 84.393008\n", + " 0.843949\n", + " 84.394866\n", " nahezu vollständig redundant\n", " \n", " \n", " 139_R_6_10003_10004\n", - " 0.915790\n", - " 91.578994\n", + " 0.915825\n", + " 91.582548\n", " nahezu vollständig redundant\n", " \n", " \n", " 140_R_6_10003_10006\n", - " 0.850920\n", - " 85.092033\n", + " 0.851079\n", + " 85.107873\n", " nahezu vollständig redundant\n", " \n", " \n", " 141_R_6_10003_10005\n", - " 0.914783\n", - " 91.478337\n", + " 0.914854\n", + " 91.485351\n", " nahezu vollständig redundant\n", " \n", " \n", " 142_R_6_10003_10007\n", - " 0.934526\n", - " 93.452626\n", + " 0.940541\n", + " 94.054147\n", " nahezu vollständig redundant\n", " \n", " \n", " 143_R_6_10003_10016\n", - " 0.912874\n", - " 91.287378\n", + " 0.913072\n", + " 91.307194\n", " nahezu vollständig redundant\n", " \n", " \n", " 144_R_6_10003_10001\n", - " 0.868370\n", - " 86.837047\n", + " 0.868697\n", + " 86.869716\n", " nahezu vollständig redundant\n", " \n", " \n", " 145_R_6_10003_10002\n", - " 0.942372\n", - " 94.237194\n", + " 0.942580\n", + " 94.258002\n", " nahezu vollständig redundant\n", " \n", " \n", " 146_R_6_10003_10004\n", - " 0.915791\n", - " 91.579104\n", + " 0.915827\n", + " 91.582658\n", " nahezu vollständig redundant\n", " \n", " \n", " 147_R_6_10003_10006\n", - " 0.850919\n", - " 85.091880\n", + " 0.851077\n", + " 85.107720\n", " nahezu vollständig redundant\n", " \n", " \n", " 148_R_6_10003_10005\n", - " 0.914784\n", - " 91.478391\n", + " 0.914854\n", + " 91.485405\n", " nahezu vollständig redundant\n", " \n", " \n", " 149_R_6_10003_10007\n", - " 0.934526\n", - " 93.452626\n", + " 0.940541\n", + " 94.054147\n", " nahezu vollständig redundant\n", " \n", " \n", " 150_R_6_10003_10016\n", - " 0.912874\n", - " 91.287439\n", + " 0.913073\n", + " 91.307255\n", " nahezu vollständig redundant\n", " \n", " \n", " 151_R_6_10003_10001\n", - " 0.868369\n", - " 86.836948\n", + " 0.868696\n", + " 86.869618\n", " nahezu vollständig redundant\n", " \n", " \n", " 152_R_6_10003_10002\n", - " 0.942371\n", - " 94.237124\n", + " 0.942579\n", + " 94.257932\n", " nahezu vollständig redundant\n", " \n", " \n", " 153_R_6_10003_10004\n", - " 0.915790\n", - " 91.579025\n", + " 0.915826\n", + " 91.582580\n", " nahezu vollständig redundant\n", " \n", " \n", " 154_R_6_10003_10006\n", - " 0.850920\n", - " 85.091992\n", + " 0.851078\n", + " 85.107832\n", " nahezu vollständig redundant\n", " \n", " \n", " 155_R_6_10003_10005\n", - " 0.914783\n", - " 91.478269\n", + " 0.914853\n", + " 91.485283\n", " nahezu vollständig redundant\n", " \n", " \n", " 156_R_6_10003_10007\n", - " 0.934525\n", - " 93.452477\n", + " 0.940540\n", + " 94.054011\n", " nahezu vollständig redundant\n", " \n", " \n", " 157_R_6_10003_10016\n", - " 0.912874\n", - " 91.287424\n", + " 0.913072\n", + " 91.307240\n", " nahezu vollständig redundant\n", " \n", " \n", " 158_R_6_10003_10001\n", - " 0.868371\n", - " 86.837096\n", + " 0.868698\n", + " 86.869765\n", " nahezu vollständig redundant\n", " \n", " \n", " 159_R_6_10003_10002\n", - " 0.942371\n", - " 94.237142\n", + " 0.942579\n", + " 94.257949\n", " nahezu vollständig redundant\n", " \n", " \n", " 160_R_7_10002_10003\n", - " 0.958304\n", - " 95.830364\n", + " 0.958492\n", + " 95.849193\n", " nahezu vollständig redundant\n", " \n", " \n", " 161_R_7_10002_10001\n", - " 0.962278\n", - " 96.227754\n", + " 0.962305\n", + " 96.230487\n", " nahezu vollständig redundant\n", " \n", " \n", " 162_R_7_10002_10004\n", - " 0.904083\n", - " 90.408322\n", + " 0.904087\n", + " 90.408676\n", " nahezu vollständig redundant\n", " \n", " \n", " 163_R_7_10002_10006\n", - " 0.830589\n", - " 83.058915\n", + " 0.830607\n", + " 83.060655\n", " nahezu vollständig redundant\n", " \n", " \n", " 164_R_7_10002_10005\n", - " 0.896300\n", - " 89.629980\n", + " 0.896301\n", + " 89.630063\n", " nahezu vollständig redundant\n", " \n", " \n", " 165_R_7_10002_10003\n", - " 0.958304\n", - " 95.830440\n", + " 0.958493\n", + " 95.849268\n", " nahezu vollständig redundant\n", " \n", " \n", " 166_R_7_10002_10001\n", - " 0.962277\n", - " 96.227730\n", + " 0.962305\n", + " 96.230464\n", " nahezu vollständig redundant\n", " \n", " \n", " 167_R_7_10002_10004\n", - " 0.904083\n", - " 90.408333\n", + " 0.904087\n", + " 90.408687\n", " nahezu vollständig redundant\n", " \n", " \n", " 168_R_7_10002_10006\n", - " 0.830589\n", - " 83.058949\n", + " 0.830607\n", + " 83.060689\n", " nahezu vollständig redundant\n", " \n", " \n", " 169_R_7_10002_10005\n", - " 0.896300\n", - " 89.630001\n", + " 0.896301\n", + " 89.630084\n", " nahezu vollständig redundant\n", " \n", " \n", " 170_R_7_10002_10003\n", - " 0.958304\n", - " 95.830377\n", + " 0.958492\n", + " 95.849205\n", " nahezu vollständig redundant\n", " \n", " \n", " 171_R_7_10002_10001\n", - " 0.962278\n", - " 96.227754\n", + " 0.962305\n", + " 96.230487\n", " nahezu vollständig redundant\n", " \n", " \n", " 172_R_7_10002_10004\n", - " 0.904082\n", - " 90.408233\n", + " 0.904086\n", + " 90.408587\n", " nahezu vollständig redundant\n", " \n", " \n", " 173_R_7_10002_10006\n", - " 0.830590\n", - " 83.058995\n", + " 0.830607\n", + " 83.060736\n", " nahezu vollständig redundant\n", " \n", " \n", " 174_R_7_10002_10005\n", - " 0.896300\n", - " 89.629980\n", + " 0.896301\n", + " 89.630063\n", " nahezu vollständig redundant\n", " \n", " \n", " 175_R_8_10001_10002\n", - " 0.969077\n", - " 96.907661\n", + " 0.969094\n", + " 96.909402\n", " nahezu vollständig redundant\n", " \n", " \n", " 176_R_8_10001_10005\n", - " 0.808896\n", - " 80.889562\n", + " 0.808900\n", + " 80.890047\n", " nahezu vollständig redundant\n", " \n", " \n", " 177_R_8_10001_10003\n", - " 0.916339\n", - " 91.633881\n", + " 0.916432\n", + " 91.643209\n", " nahezu vollständig redundant\n", " \n", " \n", " 178_R_8_10001_10011\n", - " 0.875293\n", - " 87.529271\n", + " 0.875356\n", + " 87.535616\n", " nahezu vollständig redundant\n", " \n", " \n", " 179_R_8_10001_10002\n", - " 0.969077\n", - " 96.907700\n", + " 0.969094\n", + " 96.909442\n", " nahezu vollständig redundant\n", " \n", " \n", " 180_R_8_10001_10005\n", - " 0.808897\n", - " 80.889693\n", + " 0.808902\n", + " 80.890178\n", " nahezu vollständig redundant\n", " \n", " \n", " 181_R_8_10001_10003\n", - " 0.916340\n", - " 91.633985\n", + " 0.916433\n", + " 91.643312\n", " nahezu vollständig redundant\n", " \n", " \n", " 182_R_8_10001_10011\n", - " 0.875293\n", - " 87.529297\n", + " 0.875356\n", + " 87.535643\n", " nahezu vollständig redundant\n", " \n", " \n", " 183_R_8_10001_10002\n", - " 0.969077\n", - " 96.907706\n", + " 0.969094\n", + " 96.909448\n", " nahezu vollständig redundant\n", " \n", " \n", " 184_R_8_10001_10005\n", - " 0.808896\n", - " 80.889598\n", + " 0.808901\n", + " 80.890083\n", " nahezu vollständig redundant\n", " \n", " \n", " 185_R_8_10001_10003\n", - " 0.916340\n", - " 91.634006\n", + " 0.916433\n", + " 91.643333\n", " nahezu vollständig redundant\n", " \n", " \n", " 186_R_8_10001_10011\n", - " 0.875293\n", - " 87.529311\n", + " 0.875357\n", + " 87.535656\n", " nahezu vollständig redundant\n", " \n", " \n", " 187_R_9_10010_10006\n", - " 0.843884\n", - " 84.388405\n", + " 0.843926\n", + " 84.392631\n", " nahezu vollständig redundant\n", " \n", " \n", " 188_R_9_10010_10026\n", - " 0.904617\n", - " 90.461724\n", + " 0.904634\n", + " 90.463398\n", " nahezu vollständig redundant\n", " \n", " \n", " 189_R_9_10010_10027\n", - " 0.799481\n", - " 79.948059\n", + " 0.799514\n", + " 79.951408\n", " nahezu vollständig redundant\n", " \n", " \n", " 190_R_9_10010_10018\n", " 0.933944\n", - " 93.394393\n", + " 93.394416\n", " nahezu vollständig redundant\n", " \n", " \n", " 191_R_9_10010_10009\n", - " 0.910505\n", - " 91.050496\n", + " 0.910526\n", + " 91.052641\n", " nahezu vollständig redundant\n", " \n", " \n", " 192_R_9_10010_10006\n", - " 0.843886\n", - " 84.388555\n", + " 0.843928\n", + " 84.392781\n", " nahezu vollständig redundant\n", " \n", " \n", " 193_R_9_10010_10026\n", - " 0.904617\n", - " 90.461693\n", + " 0.904634\n", + " 90.463367\n", " nahezu vollständig redundant\n", " \n", " \n", " 194_R_9_10010_10027\n", - " 0.799482\n", - " 79.948161\n", + " 0.799515\n", + " 79.951510\n", " nahezu vollständig redundant\n", " \n", " \n", " 195_R_9_10010_10018\n", " 0.933944\n", - " 93.394350\n", + " 93.394373\n", " nahezu vollständig redundant\n", " \n", " \n", " 196_R_9_10010_10009\n", - " 0.910506\n", - " 91.050557\n", + " 0.910527\n", + " 91.052702\n", " nahezu vollständig redundant\n", " \n", " \n", " 197_R_9_10010_10006\n", - " 0.843882\n", - " 84.388205\n", + " 0.843924\n", + " 84.392431\n", " nahezu vollständig redundant\n", " \n", " \n", " 198_R_9_10010_10026\n", - " 0.904616\n", - " 90.461570\n", + " 0.904632\n", + " 90.463244\n", " nahezu vollständig redundant\n", " \n", " \n", " 199_R_9_10010_10027\n", - " 0.799482\n", - " 79.948229\n", + " 0.799516\n", + " 79.951578\n", " nahezu vollständig redundant\n", " \n", " \n", " 200_R_9_10010_10018\n", - " 0.933943\n", - " 93.394329\n", + " 0.933944\n", + " 93.394352\n", " nahezu vollständig redundant\n", " \n", " \n", " 201_R_9_10010_10009\n", - " 0.910506\n", - " 91.050588\n", + " 0.910527\n", + " 91.052732\n", " nahezu vollständig redundant\n", " \n", " \n", " 202_R_10_10018_10010\n", - " 0.915163\n", - " 91.516276\n", + " 0.915166\n", + " 91.516571\n", " nahezu vollständig redundant\n", " \n", " \n", " 203_R_10_10018_10026\n", - " 0.943603\n", - " 94.360335\n", + " 0.943638\n", + " 94.363845\n", " nahezu vollständig redundant\n", " \n", " \n", " 204_R_10_10018_10043\n", - " 0.798065\n", - " 79.806468\n", + " 0.798086\n", + " 79.808642\n", " nahezu vollständig redundant\n", " \n", " \n", " 205_R_10_10018_10027\n", - " 0.890237\n", - " 89.023690\n", + " 0.890241\n", + " 89.024069\n", " nahezu vollständig redundant\n", " \n", " \n", " 206_R_10_10018_10009\n", - " 0.858458\n", - " 85.845815\n", + " 0.858501\n", + " 85.850063\n", " nahezu vollständig redundant\n", " \n", " \n", " 207_R_10_10018_10010\n", - " 0.915162\n", - " 91.516249\n", + " 0.915165\n", + " 91.516544\n", " nahezu vollständig redundant\n", " \n", " \n", " 208_R_10_10018_10026\n", - " 0.943603\n", - " 94.360263\n", + " 0.943638\n", + " 94.363773\n", " nahezu vollständig redundant\n", " \n", " \n", " 209_R_10_10018_10043\n", - " 0.798064\n", - " 79.806410\n", + " 0.798086\n", + " 79.808584\n", " nahezu vollständig redundant\n", " \n", " \n", " 210_R_10_10018_10027\n", - " 0.890237\n", - " 89.023704\n", + " 0.890241\n", + " 89.024083\n", " nahezu vollständig redundant\n", " \n", " \n", " 211_R_10_10018_10009\n", - " 0.858458\n", - " 85.845838\n", + " 0.858501\n", + " 85.850087\n", " nahezu vollständig redundant\n", " \n", " \n", " 212_R_10_10018_10010\n", - " 0.915161\n", - " 91.516139\n", + " 0.915164\n", + " 91.516434\n", " nahezu vollständig redundant\n", " \n", " \n", " 213_R_10_10018_10026\n", - " 0.943603\n", - " 94.360281\n", + " 0.943638\n", + " 94.363791\n", " nahezu vollständig redundant\n", " \n", " \n", " 214_R_10_10018_10043\n", - " 0.798065\n", - " 79.806468\n", + " 0.798086\n", + " 79.808642\n", " nahezu vollständig redundant\n", " \n", " \n", " 215_R_10_10018_10027\n", - " 0.890236\n", - " 89.023636\n", + " 0.890240\n", + " 89.024015\n", " nahezu vollständig redundant\n", " \n", " \n", " 216_R_10_10018_10009\n", - " 0.858458\n", - " 85.845791\n", + " 0.858500\n", + " 85.850040\n", " nahezu vollständig redundant\n", " \n", " \n", " 217_R_11_10026_10018\n", - " 0.932316\n", - " 93.231647\n", + " 0.932380\n", + " 93.238033\n", " nahezu vollständig redundant\n", " \n", " \n", " 218_R_11_10026_10010\n", - " 0.912029\n", - " 91.202863\n", + " 0.912162\n", + " 91.216221\n", " nahezu vollständig redundant\n", " \n", " \n", " 219_R_11_10026_10043\n", - " 0.890971\n", - " 89.097085\n", + " 0.891017\n", + " 89.101739\n", " nahezu vollständig redundant\n", " \n", " \n", " 220_R_11_10026_10044\n", - " 0.824868\n", - " 82.486800\n", + " 0.824908\n", + " 82.490763\n", " nahezu vollständig redundant\n", " \n", " \n", " 221_R_11_10026_10027\n", - " 0.939514\n", - " 93.951389\n", + " 0.939536\n", + " 93.953626\n", " nahezu vollständig redundant\n", " \n", " \n", " 222_R_11_10026_10021\n", - " 0.939805\n", - " 93.980490\n", + " 0.939928\n", + " 93.992847\n", " nahezu vollständig redundant\n", " \n", " \n", " 223_R_11_10026_10020\n", - " 0.932237\n", - " 93.223702\n", + " 0.932394\n", + " 93.239409\n", " nahezu vollständig redundant\n", " \n", " \n", " 224_R_11_10026_10018\n", - " 0.932317\n", - " 93.231712\n", + " 0.932381\n", + " 93.238098\n", " nahezu vollständig redundant\n", " \n", " \n", " 225_R_11_10026_10010\n", - " 0.912029\n", - " 91.202935\n", + " 0.912163\n", + " 91.216292\n", " nahezu vollständig redundant\n", " \n", " \n", " 226_R_11_10026_10043\n", - " 0.890971\n", - " 89.097140\n", + " 0.891018\n", + " 89.101794\n", " nahezu vollständig redundant\n", " \n", " \n", " 227_R_11_10026_10044\n", - " 0.824868\n", - " 82.486834\n", + " 0.824908\n", + " 82.490798\n", " nahezu vollständig redundant\n", " \n", " \n", " 228_R_11_10026_10027\n", - " 0.939514\n", - " 93.951389\n", + " 0.939536\n", + " 93.953626\n", " nahezu vollständig redundant\n", " \n", " \n", " 229_R_11_10026_10021\n", - " 0.939805\n", - " 93.980490\n", + " 0.939928\n", + " 93.992847\n", " nahezu vollständig redundant\n", " \n", " \n", " 230_R_11_10026_10020\n", - " 0.932236\n", - " 93.223629\n", + " 0.932393\n", + " 93.239337\n", " nahezu vollständig redundant\n", " \n", " \n", " 231_R_11_10026_10018\n", - " 0.932317\n", - " 93.231690\n", + " 0.932381\n", + " 93.238077\n", " nahezu vollständig redundant\n", " \n", " \n", " 232_R_11_10026_10010\n", - " 0.912029\n", - " 91.202863\n", + " 0.912162\n", + " 91.216221\n", " nahezu vollständig redundant\n", " \n", " \n", " 233_R_11_10026_10043\n", - " 0.890971\n", - " 89.097063\n", + " 0.891017\n", + " 89.101717\n", " nahezu vollständig redundant\n", " \n", " \n", " 234_R_11_10026_10044\n", - " 0.824868\n", - " 82.486823\n", + " 0.824908\n", + " 82.490786\n", " nahezu vollständig redundant\n", " \n", " \n", " 235_R_11_10026_10027\n", - " 0.939513\n", - " 93.951302\n", + " 0.939535\n", + " 93.953539\n", " nahezu vollständig redundant\n", " \n", " \n", " 236_R_11_10026_10021\n", - " 0.939804\n", - " 93.980427\n", + " 0.939928\n", + " 93.992785\n", " nahezu vollständig redundant\n", " \n", " \n", " 237_R_11_10026_10020\n", - " 0.932236\n", - " 93.223593\n", + " 0.932393\n", + " 93.239301\n", " nahezu vollständig redundant\n", " \n", " \n", " 238_R_12_10021_10026\n", - " 0.853156\n", - " 85.315600\n", + " 0.853204\n", + " 85.320373\n", " nahezu vollständig redundant\n", " \n", " \n", " 239_R_12_10021_10024\n", - " 0.912591\n", - " 91.259089\n", + " 0.912598\n", + " 91.259773\n", " nahezu vollständig redundant\n", " \n", " \n", " 240_R_12_10021_10025\n", - " 0.857327\n", - " 85.732654\n", + " 0.857344\n", + " 85.734420\n", " nahezu vollständig redundant\n", " \n", " \n", " 241_R_12_10021_10022\n", - " 0.946461\n", - " 94.646122\n", + " 0.946465\n", + " 94.646490\n", " nahezu vollständig redundant\n", " \n", " \n", " 242_R_12_10021_10023\n", - " 0.938958\n", - " 93.895790\n", + " 0.938961\n", + " 93.896090\n", " nahezu vollständig redundant\n", " \n", " \n", " 243_R_12_10021_10020\n", - " 0.953754\n", - " 95.375371\n", + " 0.953757\n", + " 95.375695\n", " nahezu vollständig redundant\n", " \n", " \n", " 244_R_12_10021_10019\n", - " 0.862822\n", - " 86.282170\n", + " 0.862829\n", + " 86.282938\n", " nahezu vollständig redundant\n", " \n", " \n", " 245_R_12_10021_10026\n", - " 0.853157\n", - " 85.315702\n", + " 0.853205\n", + " 85.320475\n", " nahezu vollständig redundant\n", " \n", " \n", " 246_R_12_10021_10024\n", - " 0.912591\n", - " 91.259052\n", + " 0.912597\n", + " 91.259736\n", " nahezu vollständig redundant\n", " \n", " \n", " 247_R_12_10021_10025\n", - " 0.857327\n", - " 85.732691\n", + " 0.857345\n", + " 85.734457\n", " nahezu vollständig redundant\n", " \n", " \n", " 248_R_12_10021_10022\n", - " 0.946459\n", - " 94.645878\n", + " 0.946462\n", + " 94.646246\n", " nahezu vollständig redundant\n", " \n", " \n", " 249_R_12_10021_10023\n", - " 0.938956\n", - " 93.895600\n", + " 0.938959\n", + " 93.895899\n", " nahezu vollständig redundant\n", " \n", " \n", " 250_R_12_10021_10020\n", - " 0.953755\n", - " 95.375539\n", + " 0.953759\n", + " 95.375863\n", " nahezu vollständig redundant\n", " \n", " \n", " 251_R_12_10021_10019\n", - " 0.862820\n", - " 86.282035\n", + " 0.862828\n", + " 86.282803\n", " nahezu vollständig redundant\n", " \n", " \n", " 252_R_12_10021_10026\n", - " 0.853156\n", - " 85.315600\n", + " 0.853204\n", + " 85.320373\n", " nahezu vollständig redundant\n", " \n", " \n", " 253_R_12_10021_10024\n", - " 0.912589\n", - " 91.258942\n", + " 0.912596\n", + " 91.259625\n", " nahezu vollständig redundant\n", " \n", " \n", " 254_R_12_10021_10025\n", - " 0.857327\n", - " 85.732654\n", + " 0.857344\n", + " 85.734420\n", " nahezu vollständig redundant\n", " \n", " \n", " 255_R_12_10021_10022\n", - " 0.946459\n", - " 94.645878\n", + " 0.946462\n", + " 94.646246\n", " nahezu vollständig redundant\n", " \n", " \n", " 256_R_12_10021_10023\n", - " 0.938954\n", - " 93.895409\n", + " 0.938957\n", + " 93.895709\n", " nahezu vollständig redundant\n", " \n", " \n", " 257_R_12_10021_10020\n", - " 0.953755\n", - " 95.375483\n", + " 0.953758\n", + " 95.375807\n", " nahezu vollständig redundant\n", " \n", " \n", " 258_R_12_10021_10019\n", - " 0.862820\n", - " 86.281990\n", + " 0.862828\n", + " 86.282758\n", " nahezu vollständig redundant\n", " \n", " \n", " 259_R_13_10020_10021\n", - " 0.955178\n", - " 95.517777\n", + " 0.955181\n", + " 95.518060\n", " nahezu vollständig redundant\n", " \n", " \n", " 260_R_13_10020_10022\n", - " 0.946568\n", - " 94.656767\n", + " 0.946571\n", + " 94.657131\n", " nahezu vollständig redundant\n", " \n", " \n", " 261_R_13_10020_10024\n", - " 0.908649\n", - " 90.864915\n", + " 0.908658\n", + " 90.865759\n", " nahezu vollständig redundant\n", " \n", " \n", " 262_R_13_10020_10025\n", - " 0.858886\n", - " 85.888590\n", + " 0.858909\n", + " 85.890916\n", " nahezu vollständig redundant\n", " \n", " \n", " 263_R_13_10020_10023\n", - " 0.943235\n", - " 94.323474\n", + " 0.943238\n", + " 94.323759\n", " nahezu vollständig redundant\n", " \n", " \n", " 264_R_13_10020_10019\n", - " 0.877796\n", - " 87.779562\n", + " 0.877804\n", + " 87.780354\n", " nahezu vollständig redundant\n", " \n", " \n", " 265_R_13_10020_10026\n", - " 0.837630\n", - " 83.762954\n", + " 0.837681\n", + " 83.768076\n", " nahezu vollständig redundant\n", " \n", " \n", " 266_R_13_10020_10021\n", - " 0.955178\n", - " 95.517777\n", + " 0.955181\n", + " 95.518060\n", " nahezu vollständig redundant\n", " \n", " \n", " 267_R_13_10020_10022\n", - " 0.946565\n", - " 94.656522\n", + " 0.946569\n", + " 94.656887\n", " nahezu vollständig redundant\n", " \n", " \n", " 268_R_13_10020_10024\n", - " 0.908649\n", - " 90.864879\n", + " 0.908657\n", + " 90.865723\n", " nahezu vollständig redundant\n", " \n", " \n", " 269_R_13_10020_10025\n", - " 0.858886\n", - " 85.888553\n", + " 0.858909\n", + " 85.890880\n", " nahezu vollständig redundant\n", " \n", " \n", " 270_R_13_10020_10023\n", - " 0.943235\n", - " 94.323515\n", + " 0.943238\n", + " 94.323800\n", " nahezu vollständig redundant\n", " \n", " \n", " 271_R_13_10020_10019\n", - " 0.877797\n", - " 87.779673\n", + " 0.877805\n", + " 87.780465\n", " nahezu vollständig redundant\n", " \n", " \n", " 272_R_13_10020_10026\n", - " 0.837629\n", - " 83.762910\n", + " 0.837680\n", + " 83.768033\n", " nahezu vollständig redundant\n", " \n", " \n", " 273_R_13_10020_10021\n", - " 0.955182\n", - " 95.518156\n", + " 0.955184\n", + " 95.518438\n", " nahezu vollständig redundant\n", " \n", " \n", " 274_R_13_10020_10022\n", - " 0.946563\n", - " 94.656339\n", + " 0.946567\n", + " 94.656703\n", " nahezu vollständig redundant\n", " \n", " \n", " 275_R_13_10020_10024\n", - " 0.908649\n", - " 90.864915\n", + " 0.908658\n", + " 90.865759\n", " nahezu vollständig redundant\n", " \n", " \n", " 276_R_13_10020_10025\n", - " 0.858886\n", - " 85.888590\n", + " 0.858909\n", + " 85.890916\n", " nahezu vollständig redundant\n", " \n", " \n", " 277_R_13_10020_10023\n", - " 0.943237\n", - " 94.323680\n", + " 0.943240\n", + " 94.323965\n", " nahezu vollständig redundant\n", " \n", " \n", " 278_R_13_10020_10019\n", - " 0.877797\n", - " 87.779673\n", + " 0.877805\n", + " 87.780465\n", " nahezu vollständig redundant\n", " \n", " \n", " 279_R_13_10020_10026\n", - " 0.837626\n", - " 83.762650\n", + " 0.837678\n", + " 83.767772\n", " nahezu vollständig redundant\n", " \n", " \n", " 280_R_14_10019_10020\n", - " 0.930819\n", - " 93.081913\n", + " 0.930843\n", + " 93.084348\n", " nahezu vollständig redundant\n", " \n", " \n", " 281_R_14_10019_10033\n", - " 0.863289\n", - " 86.328855\n", + " 0.863638\n", + " 86.363801\n", " nahezu vollständig redundant\n", " \n", " \n", " 282_R_14_10019_10017\n", - " 0.851280\n", - " 85.127956\n", + " 0.851642\n", + " 85.164220\n", " nahezu vollständig redundant\n", " \n", " \n", " 283_R_14_10019_10026\n", - " 0.816307\n", - " 81.630711\n", + " 0.816629\n", + " 81.662950\n", " nahezu vollständig redundant\n", " \n", " \n", " 284_R_14_10019_10021\n", - " 0.917216\n", - " 91.721602\n", + " 0.917250\n", + " 91.725024\n", " nahezu vollständig redundant\n", " \n", " \n", " 285_R_14_10019_10020\n", - " 0.930820\n", - " 93.082007\n", + " 0.930844\n", + " 93.084442\n", " nahezu vollständig redundant\n", " \n", " \n", " 286_R_14_10019_10033\n", - " 0.863288\n", - " 86.328823\n", + " 0.863638\n", + " 86.363769\n", " nahezu vollständig redundant\n", " \n", " \n", " 287_R_14_10019_10017\n", - " 0.851282\n", - " 85.128194\n", + " 0.851645\n", + " 85.164457\n", " nahezu vollständig redundant\n", " \n", " \n", " 288_R_14_10019_10026\n", - " 0.816306\n", - " 81.630620\n", + " 0.816629\n", + " 81.662858\n", " nahezu vollständig redundant\n", " \n", " \n", " 289_R_14_10019_10021\n", - " 0.917217\n", - " 91.721683\n", + " 0.917251\n", + " 91.725105\n", " nahezu vollständig redundant\n", " \n", " \n", " 290_R_14_10019_10020\n", - " 0.930819\n", - " 93.081913\n", + " 0.930843\n", + " 93.084348\n", " nahezu vollständig redundant\n", " \n", " \n", " 291_R_14_10019_10033\n", - " 0.863290\n", - " 86.328952\n", + " 0.863639\n", + " 86.363898\n", " nahezu vollständig redundant\n", " \n", " \n", " 292_R_14_10019_10017\n", - " 0.851277\n", - " 85.127718\n", + " 0.851640\n", + " 85.163982\n", " nahezu vollständig redundant\n", " \n", " \n", " 293_R_14_10019_10026\n", - " 0.816303\n", - " 81.630284\n", + " 0.816625\n", + " 81.662524\n", " nahezu vollständig redundant\n", " \n", " \n", " 294_R_14_10019_10021\n", - " 0.917215\n", - " 91.721520\n", + " 0.917249\n", + " 91.724942\n", " nahezu vollständig redundant\n", " \n", " \n", " 295_R_15_10027_10026\n", - " 0.935668\n", - " 93.566796\n", + " 0.935702\n", + " 93.570172\n", " nahezu vollständig redundant\n", " \n", " \n", " 296_R_15_10027_10010\n", - " 0.844157\n", - " 84.415700\n", + " 0.844183\n", + " 84.418323\n", " nahezu vollständig redundant\n", " \n", " \n", " 297_R_15_10027_10018\n", - " 0.891212\n", - " 89.121222\n", + " 0.891222\n", + " 89.122249\n", " nahezu vollständig redundant\n", " \n", " \n", " 298_R_15_10027_10043\n", - " 0.910641\n", - " 91.064138\n", + " 0.910666\n", + " 91.066648\n", " nahezu vollständig redundant\n", " \n", " \n", " 299_R_15_10027_10044\n", - " 0.844082\n", - " 84.408200\n", + " 0.844137\n", + " 84.413701\n", " nahezu vollständig redundant\n", " \n", " \n", " 300_R_15_10027_10025\n", - " 0.925468\n", - " 92.546758\n", + " 0.925711\n", + " 92.571076\n", " nahezu vollständig redundant\n", " \n", " \n", " 301_R_15_10027_10026\n", - " 0.935667\n", - " 93.566717\n", + " 0.935701\n", + " 93.570093\n", " nahezu vollständig redundant\n", " \n", " \n", " 302_R_15_10027_10010\n", - " 0.844157\n", - " 84.415661\n", + " 0.844183\n", + " 84.418284\n", " nahezu vollständig redundant\n", " \n", " \n", " 303_R_15_10027_10018\n", - " 0.891213\n", - " 89.121343\n", + " 0.891224\n", + " 89.122370\n", " nahezu vollständig redundant\n", " \n", " \n", " 304_R_15_10027_10043\n", - " 0.910641\n", - " 91.064081\n", + " 0.910666\n", + " 91.066591\n", " nahezu vollständig redundant\n", " \n", " \n", " 305_R_15_10027_10044\n", - " 0.844082\n", - " 84.408200\n", + " 0.844137\n", + " 84.413701\n", " nahezu vollständig redundant\n", " \n", " \n", " 306_R_15_10027_10025\n", - " 0.925468\n", - " 92.546794\n", + " 0.925711\n", + " 92.571112\n", " nahezu vollständig redundant\n", " \n", " \n", " 307_R_15_10027_10026\n", - " 0.935667\n", - " 93.566690\n", + " 0.935701\n", + " 93.570066\n", " nahezu vollständig redundant\n", " \n", " \n", " 308_R_15_10027_10010\n", - " 0.844157\n", - " 84.415661\n", + " 0.844183\n", + " 84.418284\n", " nahezu vollständig redundant\n", " \n", " \n", " 309_R_15_10027_10018\n", - " 0.891213\n", - " 89.121276\n", + " 0.891223\n", + " 89.122303\n", " nahezu vollständig redundant\n", " \n", " \n", " 310_R_15_10027_10043\n", - " 0.910640\n", - " 91.063986\n", + " 0.910665\n", + " 91.066496\n", " nahezu vollständig redundant\n", " \n", " \n", " 311_R_15_10027_10044\n", - " 0.844082\n", - " 84.408165\n", + " 0.844137\n", + " 84.413666\n", " nahezu vollständig redundant\n", " \n", " \n", " 312_R_15_10027_10025\n", - " 0.925470\n", - " 92.547046\n", + " 0.925714\n", + " 92.571363\n", " nahezu vollständig redundant\n", " \n", " \n", " 313_R_16_10022_10021\n", - " 0.911511\n", - " 91.151126\n", + " 0.911515\n", + " 91.151494\n", " nahezu vollständig redundant\n", " \n", " \n", " 314_R_16_10022_10024\n", " 0.896543\n", - " 89.654254\n", + " 89.654288\n", " nahezu vollständig redundant\n", " \n", " \n", @@ -9761,211 +10977,211 @@ " \n", " 316_R_16_10022_10023\n", " 0.939053\n", - " 93.905317\n", + " 93.905321\n", " nahezu vollständig redundant\n", " \n", " \n", " 317_R_16_10022_10020\n", - " 0.910785\n", - " 91.078520\n", + " 0.910786\n", + " 91.078619\n", " nahezu vollständig redundant\n", " \n", " \n", " 318_R_16_10022_10021\n", - " 0.911507\n", - " 91.150723\n", + " 0.911511\n", + " 91.151091\n", " nahezu vollständig redundant\n", " \n", " \n", " 319_R_16_10022_10024\n", " 0.896538\n", - " 89.653754\n", + " 89.653788\n", " nahezu vollständig redundant\n", " \n", " \n", " 320_R_16_10022_10025\n", " 0.768113\n", - " 76.811329\n", + " 76.811330\n", " nahezu vollständig redundant\n", " \n", " \n", " 321_R_16_10022_10023\n", " 0.939053\n", - " 93.905317\n", + " 93.905321\n", " nahezu vollständig redundant\n", " \n", " \n", " 322_R_16_10022_10020\n", - " 0.910780\n", - " 91.078009\n", + " 0.910781\n", + " 91.078109\n", " nahezu vollständig redundant\n", " \n", " \n", " 323_R_16_10022_10021\n", - " 0.911507\n", - " 91.150723\n", + " 0.911511\n", + " 91.151091\n", " nahezu vollständig redundant\n", " \n", " \n", " 324_R_16_10022_10024\n", - " 0.896534\n", - " 89.653441\n", + " 0.896535\n", + " 89.653475\n", " nahezu vollständig redundant\n", " \n", " \n", " 325_R_16_10022_10025\n", " 0.768113\n", - " 76.811329\n", + " 76.811330\n", " nahezu vollständig redundant\n", " \n", " \n", " 326_R_16_10022_10023\n", " 0.939049\n", - " 93.904895\n", + " 93.904898\n", " nahezu vollständig redundant\n", " \n", " \n", " 327_R_16_10022_10020\n", - " 0.910782\n", - " 91.078213\n", + " 0.910783\n", + " 91.078313\n", " nahezu vollständig redundant\n", " \n", " \n", " 328_R_17_10023_10022\n", - " 0.933488\n", - " 93.348836\n", + " 0.933489\n", + " 93.348881\n", " nahezu vollständig redundant\n", " \n", " \n", " 329_R_17_10023_10024\n", - " 0.906022\n", - " 90.602166\n", + " 0.906025\n", + " 90.602534\n", " nahezu vollständig redundant\n", " \n", " \n", " 330_R_17_10023_10025\n", " 0.793984\n", - " 79.398354\n", + " 79.398367\n", " nahezu vollständig redundant\n", " \n", " \n", " 331_R_17_10023_10020\n", " 0.896982\n", - " 89.698192\n", + " 89.698197\n", " nahezu vollständig redundant\n", " \n", " \n", " 332_R_17_10023_10021\n", - " 0.889576\n", - " 88.957631\n", + " 0.889579\n", + " 88.957856\n", " nahezu vollständig redundant\n", " \n", " \n", " 333_R_17_10023_10022\n", " 0.933481\n", - " 93.348098\n", + " 93.348143\n", " nahezu vollständig redundant\n", " \n", " \n", " 334_R_17_10023_10024\n", - " 0.906017\n", - " 90.601661\n", + " 0.906020\n", + " 90.602029\n", " nahezu vollständig redundant\n", " \n", " \n", " 335_R_17_10023_10025\n", " 0.793986\n", - " 79.398603\n", + " 79.398615\n", " nahezu vollständig redundant\n", " \n", " \n", " 336_R_17_10023_10020\n", " 0.896982\n", - " 89.698192\n", + " 89.698197\n", " nahezu vollständig redundant\n", " \n", " \n", " 337_R_17_10023_10021\n", - " 0.889578\n", - " 88.957838\n", + " 0.889581\n", + " 88.958063\n", " nahezu vollständig redundant\n", " \n", " \n", " 338_R_17_10023_10022\n", - " 0.933480\n", - " 93.348006\n", + " 0.933481\n", + " 93.348051\n", " nahezu vollständig redundant\n", " \n", " \n", " 339_R_17_10023_10024\n", - " 0.906020\n", - " 90.602022\n", + " 0.906024\n", + " 90.602390\n", " nahezu vollständig redundant\n", " \n", " \n", " 340_R_17_10023_10025\n", " 0.793986\n", - " 79.398603\n", + " 79.398615\n", " nahezu vollständig redundant\n", " \n", " \n", " 341_R_17_10023_10020\n", " 0.896978\n", - " 89.697818\n", + " 89.697823\n", " nahezu vollständig redundant\n", " \n", " \n", " 342_R_17_10023_10021\n", - " 0.889579\n", - " 88.957907\n", + " 0.889581\n", + " 88.958132\n", " nahezu vollständig redundant\n", " \n", " \n", " 343_R_18_10024_10023\n", - " 0.932198\n", - " 93.219759\n", + " 0.932200\n", + " 93.220041\n", " nahezu vollständig redundant\n", " \n", " \n", " 344_R_18_10024_10020\n", - " 0.869025\n", - " 86.902506\n", + " 0.869026\n", + " 86.902573\n", " nahezu vollständig redundant\n", " \n", " \n", " 345_R_18_10024_10022\n", " 0.918025\n", - " 91.802495\n", + " 91.802543\n", " nahezu vollständig redundant\n", " \n", " \n", " 346_R_18_10024_10021\n", " 0.877624\n", - " 87.762411\n", + " 87.762412\n", " nahezu vollständig redundant\n", " \n", " \n", " 347_R_18_10024_10025\n", - " 0.859758\n", - " 85.975825\n", + " 0.859760\n", + " 85.976035\n", " nahezu vollständig redundant\n", " \n", " \n", " 348_R_18_10024_10023\n", - " 0.932198\n", - " 93.219811\n", + " 0.932201\n", + " 93.220094\n", " nahezu vollständig redundant\n", " \n", " \n", " 349_R_18_10024_10020\n", - " 0.869021\n", - " 86.902143\n", + " 0.869022\n", + " 86.902210\n", " nahezu vollständig redundant\n", " \n", " \n", " 350_R_18_10024_10022\n", " 0.918029\n", - " 91.802892\n", + " 91.802939\n", " nahezu vollständig redundant\n", " \n", " \n", @@ -9976,26 +11192,26 @@ " \n", " \n", " 352_R_18_10024_10025\n", - " 0.859764\n", - " 85.976385\n", + " 0.859766\n", + " 85.976596\n", " nahezu vollständig redundant\n", " \n", " \n", " 353_R_18_10024_10023\n", - " 0.932198\n", - " 93.219759\n", + " 0.932200\n", + " 93.220041\n", " nahezu vollständig redundant\n", " \n", " \n", " 354_R_18_10024_10020\n", " 0.869024\n", - " 86.902350\n", + " 86.902417\n", " nahezu vollständig redundant\n", " \n", " \n", " 355_R_18_10024_10022\n", - " 0.918026\n", - " 91.802644\n", + " 0.918027\n", + " 91.802691\n", " nahezu vollständig redundant\n", " \n", " \n", @@ -10006,10215 +11222,12597 @@ " \n", " \n", " 357_R_18_10024_10025\n", - " 0.859762\n", - " 85.976199\n", + " 0.859764\n", + " 85.976409\n", " nahezu vollständig redundant\n", " \n", " \n", " 358_R_19_10025_10024\n", - " 0.943157\n", - " 94.315705\n", + " 0.943165\n", + " 94.316454\n", " nahezu vollständig redundant\n", " \n", " \n", " 359_R_19_10025_10021\n", - " 0.899143\n", - " 89.914325\n", + " 0.899203\n", + " 89.920254\n", " nahezu vollständig redundant\n", " \n", " \n", " 360_R_19_10025_10022\n", - " 0.918106\n", - " 91.810599\n", + " 0.918140\n", + " 91.814012\n", " nahezu vollständig redundant\n", " \n", " \n", " 361_R_19_10025_10020\n", - " 0.898961\n", - " 89.896067\n", + " 0.899034\n", + " 89.903353\n", " nahezu vollständig redundant\n", " \n", " \n", " 362_R_19_10025_10023\n", - " 0.934420\n", - " 93.442039\n", + " 0.934449\n", + " 93.444906\n", " nahezu vollständig redundant\n", " \n", " \n", " 363_R_19_10025_10033\n", - " 0.858024\n", - " 85.802354\n", + " 0.858559\n", + " 85.855933\n", " nahezu vollständig redundant\n", " \n", " \n", " 364_R_19_10025_10027\n", - " 0.890193\n", - " 89.019323\n", + " 0.890304\n", + " 89.030399\n", " nahezu vollständig redundant\n", " \n", " \n", " 365_R_19_10025_10024\n", - " 0.943155\n", - " 94.315516\n", + " 0.943163\n", + " 94.316265\n", " nahezu vollständig redundant\n", " \n", " \n", " 366_R_19_10025_10021\n", - " 0.899144\n", - " 89.914430\n", + " 0.899204\n", + " 89.920358\n", " nahezu vollständig redundant\n", " \n", " \n", " 367_R_19_10025_10022\n", - " 0.918107\n", - " 91.810679\n", + " 0.918141\n", + " 91.814093\n", " nahezu vollständig redundant\n", " \n", " \n", " 368_R_19_10025_10020\n", - " 0.898959\n", - " 89.895885\n", + " 0.899032\n", + " 89.903171\n", " nahezu vollständig redundant\n", " \n", " \n", " 369_R_19_10025_10023\n", - " 0.934418\n", - " 93.441776\n", + " 0.934446\n", + " 93.444643\n", " nahezu vollständig redundant\n", " \n", " \n", " 370_R_19_10025_10033\n", - " 0.858025\n", - " 85.802525\n", + " 0.858561\n", + " 85.856104\n", " nahezu vollständig redundant\n", " \n", " \n", " 371_R_19_10025_10027\n", - " 0.890191\n", - " 89.019058\n", + " 0.890301\n", + " 89.030134\n", " nahezu vollständig redundant\n", " \n", " \n", " 372_R_19_10025_10024\n", - " 0.943157\n", - " 94.315743\n", + " 0.943165\n", + " 94.316492\n", " nahezu vollständig redundant\n", " \n", " \n", " 373_R_19_10025_10021\n", - " 0.899145\n", - " 89.914482\n", + " 0.899204\n", + " 89.920410\n", " nahezu vollständig redundant\n", " \n", " \n", " 374_R_19_10025_10022\n", - " 0.918107\n", - " 91.810652\n", + " 0.918141\n", + " 91.814066\n", " nahezu vollständig redundant\n", " \n", " \n", " 375_R_19_10025_10020\n", - " 0.898959\n", - " 89.895911\n", + " 0.899032\n", + " 89.903197\n", " nahezu vollständig redundant\n", " \n", " \n", " 376_R_19_10025_10023\n", - " 0.934419\n", - " 93.441855\n", + " 0.934447\n", + " 93.444722\n", " nahezu vollständig redundant\n", " \n", " \n", " 377_R_19_10025_10033\n", - " 0.858022\n", - " 85.802225\n", + " 0.858558\n", + " 85.855806\n", " nahezu vollständig redundant\n", " \n", " \n", " 378_R_19_10025_10027\n", - " 0.890192\n", - " 89.019164\n", + " 0.890302\n", + " 89.030240\n", " nahezu vollständig redundant\n", " \n", " \n", " 379_R_20_10043_10027\n", - " 0.908867\n", - " 90.886707\n", + " 0.908894\n", + " 90.889379\n", " nahezu vollständig redundant\n", " \n", " \n", " 380_R_20_10043_10026\n", - " 0.793977\n", - " 79.397691\n", + " 0.794046\n", + " 79.404624\n", " nahezu vollständig redundant\n", " \n", " \n", " 381_R_20_10043_10052\n", - " 0.859497\n", - " 85.949684\n", + " 0.859635\n", + " 85.963454\n", " nahezu vollständig redundant\n", " \n", " \n", " 382_R_20_10043_10044\n", - " 0.916894\n", - " 91.689359\n", + " 0.916980\n", + " 91.697996\n", " nahezu vollständig redundant\n", " \n", " \n", " 383_R_20_10043_10042\n", - " 0.918776\n", - " 91.877616\n", + " 0.919253\n", + " 91.925254\n", " nahezu vollständig redundant\n", " \n", " \n", " 384_R_20_10043_10027\n", - " 0.908866\n", - " 90.886591\n", + " 0.908893\n", + " 90.889263\n", " nahezu vollständig redundant\n", " \n", " \n", " 385_R_20_10043_10026\n", - " 0.793976\n", - " 79.397628\n", + " 0.794046\n", + " 79.404562\n", " nahezu vollständig redundant\n", " \n", " \n", " 386_R_20_10043_10052\n", - " 0.859496\n", - " 85.949643\n", + " 0.859634\n", + " 85.963413\n", " nahezu vollständig redundant\n", " \n", " \n", " 387_R_20_10043_10044\n", - " 0.916893\n", - " 91.689319\n", + " 0.916980\n", + " 91.697955\n", " nahezu vollständig redundant\n", " \n", " \n", " 388_R_20_10043_10042\n", - " 0.918779\n", - " 91.877853\n", + " 0.919255\n", + " 91.925490\n", " nahezu vollständig redundant\n", " \n", " \n", " 389_R_20_10043_10027\n", - " 0.908866\n", - " 90.886552\n", + " 0.908892\n", + " 90.889224\n", " nahezu vollständig redundant\n", " \n", " \n", " 390_R_20_10043_10026\n", - " 0.793976\n", - " 79.397566\n", + " 0.794045\n", + " 79.404499\n", " nahezu vollständig redundant\n", " \n", " \n", " 391_R_20_10043_10052\n", - " 0.859496\n", - " 85.949622\n", + " 0.859634\n", + " 85.963392\n", " nahezu vollständig redundant\n", " \n", " \n", " 392_R_20_10043_10044\n", - " 0.916894\n", - " 91.689359\n", + " 0.916980\n", + " 91.697996\n", " nahezu vollständig redundant\n", " \n", " \n", " 393_R_20_10043_10042\n", - " 0.918776\n", - " 91.877582\n", + " 0.919252\n", + " 91.925220\n", " nahezu vollständig redundant\n", " \n", " \n", " 394_R_21_10044_10027\n", - " 0.852103\n", - " 85.210332\n", + " 0.852390\n", + " 85.239017\n", " nahezu vollständig redundant\n", " \n", " \n", " 395_R_21_10044_10043\n", - " 0.933104\n", - " 93.310392\n", + " 0.933169\n", + " 93.316925\n", " nahezu vollständig redundant\n", " \n", " \n", " 396_R_21_10044_10052\n", - " 0.943916\n", - " 94.391614\n", + " 0.944083\n", + " 94.408250\n", " nahezu vollständig redundant\n", " \n", " \n", " 397_R_21_10044_10053\n", - " 0.899418\n", - " 89.941781\n", + " 0.899734\n", + " 89.973417\n", " nahezu vollständig redundant\n", " \n", " \n", " 398_R_21_10044_10037\n", - " 0.922270\n", - " 92.227005\n", + " 0.922582\n", + " 92.258194\n", " nahezu vollständig redundant\n", " \n", " \n", " 399_R_21_10044_10040\n", - " 0.924701\n", - " 92.470100\n", + " 0.932530\n", + " 93.252984\n", " nahezu vollständig redundant\n", " \n", " \n", " 400_R_21_10044_10042\n", - " 0.937369\n", - " 93.736856\n", + " 0.938249\n", + " 93.824873\n", " nahezu vollständig redundant\n", " \n", " \n", " 401_R_21_10044_10027\n", - " 0.852104\n", - " 85.210365\n", + " 0.852390\n", + " 85.239050\n", " nahezu vollständig redundant\n", " \n", " \n", " 402_R_21_10044_10043\n", - " 0.933106\n", - " 93.310588\n", + " 0.933171\n", + " 93.317121\n", " nahezu vollständig redundant\n", " \n", " \n", " 403_R_21_10044_10052\n", - " 0.943916\n", - " 94.391574\n", + " 0.944082\n", + " 94.408210\n", " nahezu vollständig redundant\n", " \n", " \n", " 404_R_21_10044_10053\n", - " 0.899417\n", - " 89.941683\n", + " 0.899733\n", + " 89.973318\n", " nahezu vollständig redundant\n", " \n", " \n", " 405_R_21_10044_10037\n", - " 0.922270\n", - " 92.227030\n", + " 0.922582\n", + " 92.258219\n", " nahezu vollständig redundant\n", " \n", " \n", " 406_R_21_10044_10040\n", - " 0.924701\n", - " 92.470142\n", + " 0.932530\n", + " 93.253022\n", " nahezu vollständig redundant\n", " \n", " \n", " 407_R_21_10044_10042\n", - " 0.937369\n", - " 93.736856\n", + " 0.938249\n", + " 93.824873\n", " nahezu vollständig redundant\n", " \n", " \n", " 408_R_21_10044_10027\n", - " 0.852104\n", - " 85.210448\n", + " 0.852391\n", + " 85.239132\n", " nahezu vollständig redundant\n", " \n", " \n", " 409_R_21_10044_10043\n", - " 0.933104\n", - " 93.310408\n", + " 0.933169\n", + " 93.316941\n", " nahezu vollständig redundant\n", " \n", " \n", " 410_R_21_10044_10052\n", - " 0.943915\n", - " 94.391514\n", + " 0.944082\n", + " 94.408150\n", " nahezu vollständig redundant\n", " \n", " \n", " 411_R_21_10044_10053\n", - " 0.899417\n", - " 89.941715\n", + " 0.899734\n", + " 89.973351\n", " nahezu vollständig redundant\n", " \n", " \n", " 412_R_21_10044_10037\n", - " 0.922270\n", - " 92.226968\n", + " 0.922582\n", + " 92.258157\n", " nahezu vollständig redundant\n", " \n", " \n", " 413_R_21_10044_10040\n", - " 0.924700\n", - " 92.469951\n", + " 0.932529\n", + " 93.252851\n", " nahezu vollständig redundant\n", " \n", " \n", " 414_R_21_10044_10042\n", - " 0.937370\n", - " 93.737023\n", + " 0.938250\n", + " 93.825038\n", " nahezu vollständig redundant\n", " \n", " \n", " 415_R_22_10042_10043\n", - " 0.845745\n", - " 84.574484\n", + " 0.846206\n", + " 84.620573\n", " nahezu vollständig redundant\n", " \n", " \n", " 416_R_22_10042_10044\n", - " 0.884952\n", - " 88.495217\n", + " 0.886748\n", + " 88.674841\n", " nahezu vollständig redundant\n", " \n", " \n", " 417_R_22_10042_10040\n", - " 0.828816\n", - " 82.881629\n", + " 0.832595\n", + " 83.259460\n", " nahezu vollständig redundant\n", " \n", " \n", " 418_R_22_10042_10041\n", - " 0.866228\n", - " 86.622816\n", + " 0.871029\n", + " 87.102921\n", " nahezu vollständig redundant\n", " \n", " \n", " 419_R_22_10042_10043\n", - " 0.845746\n", - " 84.574612\n", + " 0.846207\n", + " 84.620701\n", " nahezu vollständig redundant\n", " \n", " \n", " 420_R_22_10042_10044\n", - " 0.884958\n", - " 88.495832\n", + " 0.886754\n", + " 88.675447\n", " nahezu vollständig redundant\n", " \n", " \n", " 421_R_22_10042_10040\n", - " 0.828818\n", - " 82.881826\n", + " 0.832597\n", + " 83.259653\n", " nahezu vollständig redundant\n", " \n", " \n", " 422_R_22_10042_10041\n", - " 0.866226\n", - " 86.622609\n", + " 0.871027\n", + " 87.102721\n", " nahezu vollständig redundant\n", " \n", " \n", " 423_R_22_10042_10043\n", - " 0.845747\n", - " 84.574677\n", + " 0.846208\n", + " 84.620766\n", " nahezu vollständig redundant\n", " \n", " \n", " 424_R_22_10042_10044\n", - " 0.884957\n", - " 88.495730\n", + " 0.886753\n", + " 88.675346\n", " nahezu vollständig redundant\n", " \n", " \n", " 425_R_22_10042_10040\n", - " 0.828816\n", - " 82.881580\n", + " 0.832594\n", + " 83.259412\n", " nahezu vollständig redundant\n", " \n", " \n", " 426_R_22_10042_10041\n", - " 0.866226\n", - " 86.622557\n", + " 0.871027\n", + " 87.102671\n", " nahezu vollständig redundant\n", " \n", " \n", " 427_R_23_10041_10042\n", - " 0.896903\n", - " 89.690297\n", + " 0.900851\n", + " 90.085130\n", " nahezu vollständig redundant\n", " \n", " \n", " 428_R_23_10041_10044\n", - " 0.833480\n", - " 83.347981\n", + " 0.837293\n", + " 83.729266\n", " nahezu vollständig redundant\n", " \n", " \n", " 429_R_23_10041_10040\n", - " 0.888553\n", - " 88.855313\n", + " 0.894862\n", + " 89.486250\n", " nahezu vollständig redundant\n", " \n", " \n", " 430_R_23_10041_10038\n", - " 0.814149\n", - " 81.414877\n", + " 0.824086\n", + " 82.408611\n", " nahezu vollständig redundant\n", " \n", " \n", " 431_R_23_10041_10042\n", - " 0.896903\n", - " 89.690297\n", + " 0.900851\n", + " 90.085130\n", " nahezu vollständig redundant\n", " \n", " \n", " 432_R_23_10041_10044\n", - " 0.833480\n", - " 83.347981\n", + " 0.837293\n", + " 83.729266\n", " nahezu vollständig redundant\n", " \n", " \n", " 433_R_23_10041_10040\n", - " 0.888553\n", - " 88.855348\n", + " 0.894863\n", + " 89.486283\n", " nahezu vollständig redundant\n", " \n", " \n", " 434_R_23_10041_10038\n", - " 0.814149\n", - " 81.414877\n", + " 0.824086\n", + " 82.408611\n", " nahezu vollständig redundant\n", " \n", " \n", " 435_R_23_10041_10042\n", - " 0.896905\n", - " 89.690497\n", + " 0.900853\n", + " 90.085322\n", " nahezu vollständig redundant\n", " \n", " \n", " 436_R_23_10041_10044\n", - " 0.833477\n", - " 83.347684\n", + " 0.837290\n", + " 83.728976\n", " nahezu vollständig redundant\n", " \n", " \n", " 437_R_23_10041_10040\n", - " 0.888554\n", - " 88.855419\n", + " 0.894864\n", + " 89.486350\n", " nahezu vollständig redundant\n", " \n", " \n", " 438_R_23_10041_10038\n", - " 0.814150\n", - " 81.414979\n", + " 0.824087\n", + " 82.408708\n", " nahezu vollständig redundant\n", " \n", " \n", " 439_R_24_10037_10044\n", - " 0.893994\n", - " 89.399448\n", + " 0.894447\n", + " 89.444707\n", " nahezu vollständig redundant\n", " \n", " \n", " 440_R_24_10037_10051\n", - " 0.891863\n", - " 89.186347\n", + " 0.892187\n", + " 89.218749\n", " nahezu vollständig redundant\n", " \n", " \n", " 441_R_24_10037_10036\n", - " 0.934902\n", - " 93.490225\n", + " 0.946604\n", + " 94.660373\n", " nahezu vollständig redundant\n", " \n", " \n", " 442_R_24_10037_10035\n", - " 0.884672\n", - " 88.467241\n", + " 0.886946\n", + " 88.694614\n", " nahezu vollständig redundant\n", " \n", " \n", " 443_R_24_10037_10038\n", - " 0.929692\n", - " 92.969209\n", + " 0.930998\n", + " 93.099838\n", " nahezu vollständig redundant\n", " \n", " \n", " 444_R_24_10037_10039\n", - " 0.904516\n", - " 90.451645\n", + " 0.905000\n", + " 90.500018\n", " nahezu vollständig redundant\n", " \n", " \n", " 445_R_24_10037_10040\n", - " 0.926271\n", - " 92.627144\n", + " 0.936412\n", + " 93.641208\n", " nahezu vollständig redundant\n", " \n", " \n", " 446_R_24_10037_10044\n", - " 0.893994\n", - " 89.399414\n", + " 0.894447\n", + " 89.444674\n", " nahezu vollständig redundant\n", " \n", " \n", " 447_R_24_10037_10051\n", - " 0.891862\n", - " 89.186239\n", + " 0.892186\n", + " 89.218641\n", " nahezu vollständig redundant\n", " \n", " \n", " 448_R_24_10037_10036\n", - " 0.934904\n", - " 93.490351\n", + " 0.946605\n", + " 94.660476\n", " nahezu vollständig redundant\n", " \n", " \n", " 449_R_24_10037_10035\n", - " 0.884672\n", - " 88.467241\n", + " 0.886946\n", + " 88.694614\n", " nahezu vollständig redundant\n", " \n", " \n", " 450_R_24_10037_10038\n", - " 0.929693\n", - " 92.969253\n", + " 0.930999\n", + " 93.099881\n", " nahezu vollständig redundant\n", " \n", " \n", " 451_R_24_10037_10039\n", - " 0.904516\n", - " 90.451645\n", + " 0.905000\n", + " 90.500018\n", " nahezu vollständig redundant\n", " \n", " \n", " 452_R_24_10037_10040\n", - " 0.926272\n", - " 92.627230\n", + " 0.936413\n", + " 93.641282\n", " nahezu vollständig redundant\n", " \n", " \n", " 453_R_24_10037_10044\n", - " 0.893994\n", - " 89.399414\n", + " 0.894447\n", + " 89.444674\n", " nahezu vollständig redundant\n", " \n", " \n", " 454_R_24_10037_10051\n", - " 0.891862\n", - " 89.186174\n", + " 0.892186\n", + " 89.218577\n", " nahezu vollständig redundant\n", " \n", " \n", " 455_R_24_10037_10036\n", - " 0.934904\n", - " 93.490414\n", + " 0.946605\n", + " 94.660528\n", " nahezu vollständig redundant\n", " \n", " \n", " 456_R_24_10037_10035\n", - " 0.884673\n", - " 88.467301\n", + " 0.886947\n", + " 88.694672\n", " nahezu vollständig redundant\n", " \n", " \n", " 457_R_24_10037_10038\n", - " 0.929692\n", - " 92.969231\n", + " 0.930999\n", + " 93.099860\n", " nahezu vollständig redundant\n", " \n", " \n", " 458_R_24_10037_10039\n", - " 0.904514\n", - " 90.451422\n", + " 0.904998\n", + " 90.499796\n", " nahezu vollständig redundant\n", " \n", " \n", " 459_R_24_10037_10040\n", - " 0.926270\n", - " 92.627030\n", + " 0.936411\n", + " 93.641109\n", " nahezu vollständig redundant\n", " \n", " \n", " 460_R_25_10052_10043\n", - " 0.850493\n", - " 85.049288\n", + " 0.850593\n", + " 85.059339\n", " nahezu vollständig redundant\n", " \n", " \n", " 461_R_25_10052_10059\n", - " 0.797313\n", - " 79.731305\n", + " 0.797505\n", + " 79.750482\n", " nahezu vollständig redundant\n", " \n", " \n", " 462_R_25_10052_10053\n", - " 0.934751\n", - " 93.475071\n", + " 0.934763\n", + " 93.476316\n", " nahezu vollständig redundant\n", " \n", " \n", " 463_R_25_10052_10050\n", - " 0.916650\n", - " 91.665030\n", + " 0.916784\n", + " 91.678410\n", " nahezu vollständig redundant\n", " \n", " \n", " 464_R_25_10052_10051\n", - " 0.930444\n", - " 93.044355\n", + " 0.930451\n", + " 93.045103\n", " nahezu vollständig redundant\n", " \n", " \n", " 465_R_25_10052_10044\n", - " 0.933547\n", - " 93.354676\n", + " 0.933675\n", + " 93.367519\n", " nahezu vollständig redundant\n", " \n", " \n", " 466_R_25_10052_10043\n", - " 0.850492\n", - " 85.049200\n", + " 0.850593\n", + " 85.059252\n", " nahezu vollständig redundant\n", " \n", " \n", " 467_R_25_10052_10059\n", - " 0.797312\n", - " 79.731245\n", + " 0.797504\n", + " 79.750423\n", " nahezu vollständig redundant\n", " \n", " \n", " 468_R_25_10052_10053\n", - " 0.934750\n", - " 93.475014\n", + " 0.934763\n", + " 93.476259\n", " nahezu vollständig redundant\n", " \n", " \n", " 469_R_25_10052_10050\n", - " 0.916651\n", - " 91.665070\n", + " 0.916784\n", + " 91.678449\n", " nahezu vollständig redundant\n", " \n", " \n", " 470_R_25_10052_10051\n", - " 0.930443\n", - " 93.044262\n", + " 0.930450\n", + " 93.045010\n", " nahezu vollständig redundant\n", " \n", " \n", " 471_R_25_10052_10044\n", - " 0.933546\n", - " 93.354605\n", + " 0.933674\n", + " 93.367448\n", " nahezu vollständig redundant\n", " \n", " \n", " 472_R_25_10052_10043\n", - " 0.850492\n", - " 85.049156\n", + " 0.850592\n", + " 85.059208\n", " nahezu vollständig redundant\n", " \n", " \n", " 473_R_25_10052_10059\n", - " 0.797313\n", - " 79.731324\n", + " 0.797505\n", + " 79.750501\n", " nahezu vollständig redundant\n", " \n", " \n", " 474_R_25_10052_10053\n", - " 0.934749\n", - " 93.474939\n", + " 0.934762\n", + " 93.476184\n", " nahezu vollständig redundant\n", " \n", " \n", " 475_R_25_10052_10050\n", - " 0.916651\n", - " 91.665070\n", + " 0.916784\n", + " 91.678449\n", " nahezu vollständig redundant\n", " \n", " \n", " 476_R_25_10052_10051\n", - " 0.930442\n", - " 93.044215\n", + " 0.930450\n", + " 93.044964\n", " nahezu vollständig redundant\n", " \n", " \n", " 477_R_25_10052_10044\n", - " 0.933544\n", - " 93.354415\n", + " 0.933673\n", + " 93.367258\n", " nahezu vollständig redundant\n", " \n", " \n", " 478_R_26_10040_10037\n", - " 0.839233\n", - " 83.923286\n", + " 0.857583\n", + " 85.758298\n", " nahezu vollständig redundant\n", " \n", " \n", " 479_R_26_10040_10041\n", - " 0.869925\n", - " 86.992526\n", + " 0.874381\n", + " 87.438084\n", " nahezu vollständig redundant\n", " \n", " \n", " 480_R_26_10040_10042\n", - " 0.869039\n", - " 86.903923\n", + " 0.870683\n", + " 87.068290\n", " nahezu vollständig redundant\n", " \n", " \n", " 481_R_26_10040_10044\n", - " 0.854652\n", - " 85.465158\n", + " 0.859614\n", + " 85.961353\n", " nahezu vollständig redundant\n", " \n", " \n", " 482_R_26_10040_10037\n", - " 0.839234\n", - " 83.923411\n", + " 0.857584\n", + " 85.758409\n", " nahezu vollständig redundant\n", " \n", " \n", " 483_R_26_10040_10041\n", - " 0.869928\n", - " 86.992816\n", + " 0.874384\n", + " 87.438363\n", " nahezu vollständig redundant\n", " \n", " \n", " 484_R_26_10040_10042\n", - " 0.869038\n", - " 86.903810\n", + " 0.870682\n", + " 87.068179\n", " nahezu vollständig redundant\n", " \n", " \n", " 485_R_26_10040_10044\n", - " 0.854654\n", - " 85.465445\n", + " 0.859616\n", + " 85.961629\n", " nahezu vollständig redundant\n", " \n", " \n", " 486_R_26_10040_10037\n", - " 0.839236\n", - " 83.923598\n", + " 0.857586\n", + " 85.758575\n", " nahezu vollständig redundant\n", " \n", " \n", " 487_R_26_10040_10041\n", - " 0.869926\n", - " 86.992609\n", + " 0.874382\n", + " 87.438164\n", " nahezu vollständig redundant\n", " \n", " \n", " 488_R_26_10040_10042\n", - " 0.869039\n", - " 86.903886\n", + " 0.870683\n", + " 87.068253\n", " nahezu vollständig redundant\n", " \n", " \n", " 489_R_26_10040_10044\n", - " 0.854651\n", - " 85.465076\n", + " 0.859613\n", + " 85.961274\n", " nahezu vollständig redundant\n", " \n", " \n", " 490_R_27_10051_10037\n", - " 0.774912\n", - " 77.491205\n", + " 0.774935\n", + " 77.493463\n", " nahezu vollständig redundant\n", " \n", " \n", " 491_R_27_10051_10052\n", - " 0.885710\n", - " 88.571039\n", + " 0.885736\n", + " 88.573599\n", " nahezu vollständig redundant\n", " \n", " \n", " 492_R_27_10051_10053\n", - " 0.867978\n", - " 86.797813\n", + " 0.868014\n", + " 86.801422\n", " nahezu vollständig redundant\n", " \n", " \n", " 493_R_27_10051_10050\n", - " 0.904682\n", - " 90.468241\n", + " 0.904847\n", + " 90.484653\n", " nahezu vollständig redundant\n", " \n", " \n", " 494_R_27_10051_10037\n", - " 0.774911\n", - " 77.491071\n", + " 0.774933\n", + " 77.493328\n", " nahezu vollständig redundant\n", " \n", " \n", " 495_R_27_10051_10052\n", - " 0.885710\n", - " 88.571000\n", + " 0.885736\n", + " 88.573561\n", " nahezu vollständig redundant\n", " \n", " \n", " 496_R_27_10051_10053\n", - " 0.867977\n", - " 86.797668\n", + " 0.868013\n", + " 86.801278\n", " nahezu vollständig redundant\n", " \n", " \n", " 497_R_27_10051_10050\n", - " 0.904683\n", - " 90.468280\n", + " 0.904847\n", + " 90.484693\n", " nahezu vollständig redundant\n", " \n", " \n", " 498_R_27_10051_10037\n", - " 0.774912\n", - " 77.491160\n", + " 0.774934\n", + " 77.493418\n", " nahezu vollständig redundant\n", " \n", " \n", " 499_R_27_10051_10052\n", - " 0.885708\n", - " 88.570771\n", + " 0.885733\n", + " 88.573331\n", " nahezu vollständig redundant\n", " \n", " \n", " 500_R_27_10051_10053\n", - " 0.867976\n", - " 86.797560\n", + " 0.868012\n", + " 86.801170\n", " nahezu vollständig redundant\n", " \n", " \n", " 501_R_27_10051_10050\n", - " 0.904681\n", - " 90.468122\n", + " 0.904845\n", + " 90.484535\n", " nahezu vollständig redundant\n", " \n", " \n", " 502_R_28_10011_10001\n", - " 0.825944\n", - " 82.594377\n", + " 0.826069\n", + " 82.606945\n", " nahezu vollständig redundant\n", " \n", " \n", " 503_R_28_10011_10013\n", - " 0.894234\n", - " 89.423440\n", + " 0.894265\n", + " 89.426499\n", " nahezu vollständig redundant\n", " \n", " \n", " 504_R_28_10011_10017\n", - " 0.866252\n", - " 86.625176\n", + " 0.866375\n", + " 86.637537\n", " nahezu vollständig redundant\n", " \n", " \n", " 505_R_28_10011_10028\n", - " 0.837782\n", - " 83.778223\n", + " 0.837880\n", + " 83.787950\n", " nahezu vollständig redundant\n", " \n", " \n", " 506_R_28_10011_10001\n", - " 0.825945\n", - " 82.594451\n", + " 0.826070\n", + " 82.607019\n", " nahezu vollständig redundant\n", " \n", " \n", " 507_R_28_10011_10013\n", - " 0.894233\n", - " 89.423260\n", + " 0.894263\n", + " 89.426319\n", " nahezu vollständig redundant\n", " \n", " \n", " 508_R_28_10011_10017\n", - " 0.866252\n", - " 86.625219\n", + " 0.866376\n", + " 86.637580\n", " nahezu vollständig redundant\n", " \n", " \n", " 509_R_28_10011_10028\n", - " 0.837784\n", - " 83.778386\n", + " 0.837881\n", + " 83.788113\n", " nahezu vollständig redundant\n", " \n", " \n", " 510_R_28_10011_10001\n", - " 0.825945\n", - " 82.594451\n", + " 0.826070\n", + " 82.607019\n", " nahezu vollständig redundant\n", " \n", " \n", " 511_R_28_10011_10013\n", - " 0.894233\n", - " 89.423278\n", + " 0.894263\n", + " 89.426337\n", " nahezu vollständig redundant\n", " \n", " \n", " 512_R_28_10011_10017\n", - " 0.866252\n", - " 86.625233\n", + " 0.866376\n", + " 86.637595\n", " nahezu vollständig redundant\n", " \n", " \n", " 513_R_28_10011_10028\n", - " 0.837782\n", - " 83.778243\n", + " 0.837880\n", + " 83.787971\n", " nahezu vollständig redundant\n", " \n", " \n", " 514_R_29_10017_10011\n", - " 0.839858\n", - " 83.985815\n", + " 0.840874\n", + " 84.087433\n", " nahezu vollständig redundant\n", " \n", " \n", " 515_R_29_10017_10013\n", - " 0.921975\n", - " 92.197534\n", + " 0.922105\n", + " 92.210511\n", " nahezu vollständig redundant\n", " \n", " \n", " 516_R_29_10017_10012\n", - " 0.917536\n", - " 91.753566\n", + " 0.918281\n", + " 91.828089\n", " nahezu vollständig redundant\n", " \n", " \n", " 517_R_29_10017_10014\n", - " 0.958745\n", - " 95.874491\n", + " 0.959252\n", + " 95.925201\n", " nahezu vollständig redundant\n", " \n", " \n", " 518_R_29_10017_10007\n", - " 0.874566\n", - " 87.456553\n", + " 0.878112\n", + " 87.811243\n", " nahezu vollständig redundant\n", " \n", " \n", " 519_R_29_10017_10016\n", - " 0.929324\n", - " 92.932425\n", + " 0.929367\n", + " 92.936704\n", " nahezu vollständig redundant\n", " \n", " \n", " 520_R_29_10017_10019\n", - " 0.903655\n", - " 90.365462\n", + " 0.904155\n", + " 90.415466\n", " nahezu vollständig redundant\n", " \n", " \n", " 521_R_29_10017_10031\n", - " 0.880951\n", - " 88.095108\n", + " 0.881244\n", + " 88.124375\n", " nahezu vollständig redundant\n", " \n", " \n", " 522_R_29_10017_10011\n", - " 0.839859\n", - " 83.985935\n", + " 0.840876\n", + " 84.087553\n", " nahezu vollständig redundant\n", " \n", " \n", " 523_R_29_10017_10013\n", - " 0.921975\n", - " 92.197534\n", + " 0.922105\n", + " 92.210511\n", " nahezu vollständig redundant\n", " \n", " \n", " 524_R_29_10017_10012\n", - " 0.917533\n", - " 91.753341\n", + " 0.918279\n", + " 91.827866\n", " nahezu vollständig redundant\n", " \n", " \n", " 525_R_29_10017_10014\n", - " 0.958744\n", - " 95.874393\n", + " 0.959251\n", + " 95.925104\n", " nahezu vollständig redundant\n", " \n", " \n", " 526_R_29_10017_10007\n", - " 0.874566\n", - " 87.456553\n", + " 0.878112\n", + " 87.811243\n", " nahezu vollständig redundant\n", " \n", " \n", " 527_R_29_10017_10016\n", - " 0.929325\n", - " 92.932474\n", + " 0.929368\n", + " 92.936752\n", " nahezu vollständig redundant\n", " \n", " \n", " 528_R_29_10017_10019\n", - " 0.903654\n", - " 90.365400\n", + " 0.904154\n", + " 90.415405\n", " nahezu vollständig redundant\n", " \n", " \n", " 529_R_29_10017_10031\n", - " 0.880951\n", - " 88.095083\n", + " 0.881243\n", + " 88.124350\n", " nahezu vollständig redundant\n", " \n", " \n", " 530_R_29_10017_10011\n", - " 0.839859\n", - " 83.985884\n", + " 0.840875\n", + " 84.087502\n", " nahezu vollständig redundant\n", " \n", " \n", " 531_R_29_10017_10013\n", - " 0.921976\n", - " 92.197610\n", + " 0.922106\n", + " 92.210586\n", " nahezu vollständig redundant\n", " \n", " \n", " 532_R_29_10017_10012\n", - " 0.917534\n", - " 91.753416\n", + " 0.918279\n", + " 91.827940\n", " nahezu vollständig redundant\n", " \n", " \n", " 533_R_29_10017_10014\n", - " 0.958745\n", - " 95.874459\n", + " 0.959252\n", + " 95.925169\n", " nahezu vollständig redundant\n", " \n", " \n", " 534_R_29_10017_10007\n", - " 0.874565\n", - " 87.456521\n", + " 0.878112\n", + " 87.811212\n", " nahezu vollständig redundant\n", " \n", " \n", " 535_R_29_10017_10016\n", - " 0.929325\n", - " 92.932506\n", + " 0.929368\n", + " 92.936784\n", " nahezu vollständig redundant\n", " \n", " \n", " 536_R_29_10017_10019\n", - " 0.903656\n", - " 90.365554\n", + " 0.904156\n", + " 90.415558\n", " nahezu vollständig redundant\n", " \n", " \n", " 537_R_29_10017_10031\n", - " 0.880950\n", - " 88.094981\n", + " 0.881242\n", + " 88.124248\n", " nahezu vollständig redundant\n", " \n", " \n", " 538_R_30_10013_10017\n", - " 0.834510\n", - " 83.451032\n", + " 0.834666\n", + " 83.466619\n", " nahezu vollständig redundant\n", " \n", " \n", " 539_R_30_10013_10011\n", - " 0.734245\n", - " 73.424545\n", + " 0.734383\n", + " 73.438251\n", " nahezu vollständig redundant\n", " \n", " \n", " 540_R_30_10013_10012\n", - " 0.887184\n", - " 88.718447\n", + " 0.887347\n", + " 88.734728\n", " nahezu vollständig redundant\n", " \n", " \n", " 541_R_30_10013_10017\n", - " 0.834511\n", - " 83.451139\n", + " 0.834667\n", + " 83.466725\n", " nahezu vollständig redundant\n", " \n", " \n", " 542_R_30_10013_10011\n", - " 0.734248\n", - " 73.424816\n", + " 0.734385\n", + " 73.438523\n", " nahezu vollständig redundant\n", " \n", " \n", " 543_R_30_10013_10012\n", - " 0.887182\n", - " 88.718243\n", + " 0.887345\n", + " 88.734524\n", " nahezu vollständig redundant\n", " \n", " \n", " 544_R_30_10013_10017\n", - " 0.834511\n", - " 83.451085\n", + " 0.834667\n", + " 83.466672\n", " nahezu vollständig redundant\n", " \n", " \n", " 545_R_30_10013_10011\n", - " 0.734243\n", - " 73.424319\n", + " 0.734380\n", + " 73.438026\n", " nahezu vollständig redundant\n", " \n", " \n", " 546_R_30_10013_10012\n", - " 0.887181\n", - " 88.718141\n", + " 0.887344\n", + " 88.734422\n", " nahezu vollständig redundant\n", " \n", " \n", " 547_R_31_10007_10008\n", - " 0.840426\n", - " 84.042588\n", + " 0.844841\n", + " 84.484082\n", " nahezu vollständig redundant\n", " \n", " \n", " 548_R_31_10007_10016\n", - " 0.934766\n", - " 93.476645\n", + " 0.937183\n", + " 93.718272\n", " nahezu vollständig redundant\n", " \n", " \n", " 549_R_31_10007_10017\n", - " 0.824813\n", - " 82.481323\n", + " 0.826570\n", + " 82.656961\n", " nahezu vollständig redundant\n", " \n", " \n", " 550_R_31_10007_10015\n", - " 0.908024\n", - " 90.802379\n", + " 0.909877\n", + " 90.987732\n", " nahezu vollständig redundant\n", " \n", " \n", " 551_R_31_10007_10003\n", - " 0.902475\n", - " 90.247460\n", + " 0.913024\n", + " 91.302384\n", " nahezu vollständig redundant\n", " \n", " \n", " 552_R_31_10007_10008\n", - " 0.840426\n", - " 84.042588\n", + " 0.844841\n", + " 84.484082\n", " nahezu vollständig redundant\n", " \n", " \n", " 553_R_31_10007_10016\n", - " 0.934767\n", - " 93.476666\n", + " 0.937183\n", + " 93.718293\n", " nahezu vollständig redundant\n", " \n", " \n", " 554_R_31_10007_10017\n", - " 0.824813\n", - " 82.481254\n", + " 0.826569\n", + " 82.656894\n", " nahezu vollständig redundant\n", " \n", " \n", " 555_R_31_10007_10015\n", - " 0.908024\n", - " 90.802428\n", + " 0.909878\n", + " 90.987780\n", " nahezu vollständig redundant\n", " \n", " \n", " 556_R_31_10007_10003\n", - " 0.902476\n", - " 90.247572\n", + " 0.913025\n", + " 91.302483\n", " nahezu vollständig redundant\n", " \n", " \n", " 557_R_31_10007_10008\n", - " 0.840426\n", - " 84.042588\n", + " 0.844841\n", + " 84.484082\n", " nahezu vollständig redundant\n", " \n", " \n", " 558_R_31_10007_10016\n", - " 0.934767\n", - " 93.476666\n", + " 0.937183\n", + " 93.718293\n", " nahezu vollständig redundant\n", " \n", " \n", " 559_R_31_10007_10017\n", - " 0.824812\n", - " 82.481209\n", + " 0.826568\n", + " 82.656848\n", " nahezu vollständig redundant\n", " \n", " \n", " 560_R_31_10007_10015\n", - " 0.908023\n", - " 90.802330\n", + " 0.909877\n", + " 90.987684\n", " nahezu vollständig redundant\n", " \n", " \n", " 561_R_31_10007_10003\n", - " 0.902475\n", - " 90.247460\n", + " 0.913024\n", + " 91.302384\n", " nahezu vollständig redundant\n", " \n", " \n", " 562_R_32_10016_10007\n", - " 0.915947\n", - " 91.594750\n", + " 0.919810\n", + " 91.980992\n", " nahezu vollständig redundant\n", " \n", " \n", " 563_R_32_10016_10031\n", - " 0.810364\n", - " 81.036432\n", + " 0.810448\n", + " 81.044778\n", " nahezu vollständig redundant\n", " \n", " \n", " 564_R_32_10016_10017\n", - " 0.923764\n", - " 92.376366\n", + " 0.923808\n", + " 92.380783\n", " nahezu vollständig redundant\n", " \n", " \n", " 565_R_32_10016_10014\n", - " 0.948269\n", - " 94.826896\n", + " 0.948631\n", + " 94.863065\n", " nahezu vollständig redundant\n", " \n", " \n", " 566_R_32_10016_10012\n", - " 0.913182\n", - " 91.318159\n", + " 0.913503\n", + " 91.350298\n", " nahezu vollständig redundant\n", " \n", " \n", " 567_R_32_10016_10015\n", - " 0.938631\n", - " 93.863070\n", + " 0.943010\n", + " 94.300975\n", " nahezu vollständig redundant\n", " \n", " \n", " 568_R_32_10016_10003\n", - " 0.859149\n", - " 85.914909\n", + " 0.860996\n", + " 86.099629\n", " nahezu vollständig redundant\n", " \n", " \n", " 569_R_32_10016_10007\n", - " 0.915946\n", - " 91.594585\n", + " 0.919808\n", + " 91.980834\n", " nahezu vollständig redundant\n", " \n", " \n", " 570_R_32_10016_10031\n", - " 0.810364\n", - " 81.036372\n", + " 0.810447\n", + " 81.044719\n", " nahezu vollständig redundant\n", " \n", " \n", " 571_R_32_10016_10017\n", - " 0.923766\n", - " 92.376575\n", + " 0.923810\n", + " 92.380991\n", " nahezu vollständig redundant\n", " \n", " \n", " 572_R_32_10016_10014\n", - " 0.948270\n", - " 94.826967\n", + " 0.948631\n", + " 94.863135\n", " nahezu vollständig redundant\n", " \n", " \n", " 573_R_32_10016_10012\n", - " 0.913181\n", - " 91.318115\n", + " 0.913503\n", + " 91.350254\n", " nahezu vollständig redundant\n", " \n", " \n", " 574_R_32_10016_10015\n", - " 0.938629\n", - " 93.862853\n", + " 0.943008\n", + " 94.300774\n", " nahezu vollständig redundant\n", " \n", " \n", " 575_R_32_10016_10003\n", - " 0.859148\n", - " 85.914761\n", + " 0.860995\n", + " 86.099483\n", " nahezu vollständig redundant\n", " \n", " \n", " 576_R_32_10016_10007\n", - " 0.915947\n", - " 91.594722\n", + " 0.919810\n", + " 91.980965\n", " nahezu vollständig redundant\n", " \n", " \n", " 577_R_32_10016_10031\n", - " 0.810364\n", - " 81.036372\n", + " 0.810447\n", + " 81.044719\n", " nahezu vollständig redundant\n", " \n", " \n", " 578_R_32_10016_10017\n", - " 0.923766\n", - " 92.376557\n", + " 0.923810\n", + " 92.380974\n", " nahezu vollständig redundant\n", " \n", " \n", " 579_R_32_10016_10014\n", - " 0.948269\n", - " 94.826914\n", + " 0.948631\n", + " 94.863082\n", " nahezu vollständig redundant\n", " \n", " \n", " 580_R_32_10016_10012\n", - " 0.913181\n", - " 91.318115\n", + " 0.913503\n", + " 91.350254\n", " nahezu vollständig redundant\n", " \n", " \n", " 581_R_32_10016_10015\n", - " 0.938630\n", - " 93.863034\n", + " 0.943009\n", + " 94.300941\n", " nahezu vollständig redundant\n", " \n", " \n", " 582_R_32_10016_10003\n", - " 0.859148\n", - " 85.914835\n", + " 0.860996\n", + " 86.099556\n", " nahezu vollständig redundant\n", " \n", " \n", " 583_R_33_10015_10007\n", - " 0.774522\n", - " 77.452197\n", + " 0.774927\n", + " 77.492719\n", " nahezu vollständig redundant\n", " \n", " \n", " 584_R_33_10015_10016\n", - " 0.909252\n", - " 90.925206\n", + " 0.912868\n", + " 91.286762\n", " nahezu vollständig redundant\n", " \n", " \n", " 585_R_33_10015_10014\n", - " 0.886938\n", - " 88.693796\n", + " 0.887769\n", + " 88.776892\n", " nahezu vollständig redundant\n", " \n", " \n", " 586_R_33_10015_10012\n", - " 0.862152\n", - " 86.215195\n", + " 0.864368\n", + " 86.436756\n", " nahezu vollständig redundant\n", " \n", " \n", " 587_R_33_10015_10007\n", - " 0.774526\n", - " 77.452617\n", + " 0.774931\n", + " 77.493138\n", " nahezu vollständig redundant\n", " \n", " \n", " 588_R_33_10015_10016\n", - " 0.909257\n", - " 90.925686\n", + " 0.912872\n", + " 91.287223\n", " nahezu vollständig redundant\n", " \n", " \n", " 589_R_33_10015_10014\n", - " 0.886934\n", - " 88.693439\n", + " 0.887765\n", + " 88.776537\n", " nahezu vollständig redundant\n", " \n", " \n", " 590_R_33_10015_10012\n", - " 0.862155\n", - " 86.215509\n", + " 0.864371\n", + " 86.437065\n", " nahezu vollständig redundant\n", " \n", " \n", " 591_R_33_10015_10007\n", - " 0.774527\n", - " 77.452677\n", + " 0.774932\n", + " 77.493198\n", " nahezu vollständig redundant\n", " \n", " \n", " 592_R_33_10015_10016\n", - " 0.909254\n", - " 90.925419\n", + " 0.912870\n", + " 91.286967\n", " nahezu vollständig redundant\n", " \n", " \n", " 593_R_33_10015_10014\n", - " 0.886932\n", - " 88.693201\n", + " 0.887763\n", + " 88.776301\n", " nahezu vollständig redundant\n", " \n", " \n", " 594_R_33_10015_10012\n", - " 0.862156\n", - " 86.215572\n", + " 0.864371\n", + " 86.437127\n", " nahezu vollständig redundant\n", " \n", " \n", " 595_R_34_10014_10017\n", - " 0.862348\n", - " 86.234760\n", + " 0.863458\n", + " 86.345795\n", " nahezu vollständig redundant\n", " \n", " \n", " 596_R_34_10014_10012\n", - " 0.889851\n", - " 88.985063\n", + " 0.890040\n", + " 89.003974\n", " nahezu vollständig redundant\n", " \n", " \n", " 597_R_34_10014_10015\n", - " 0.906698\n", - " 90.669754\n", + " 0.907635\n", + " 90.763490\n", " nahezu vollständig redundant\n", " \n", " \n", " 598_R_34_10014_10016\n", - " 0.850933\n", - " 85.093280\n", + " 0.851112\n", + " 85.111154\n", " nahezu vollständig redundant\n", " \n", " \n", " 599_R_34_10014_10017\n", - " 0.862345\n", - " 86.234542\n", + " 0.863456\n", + " 86.345579\n", " nahezu vollständig redundant\n", " \n", " \n", " 600_R_34_10014_10012\n", - " 0.889851\n", - " 88.985119\n", + " 0.890040\n", + " 89.004030\n", " nahezu vollständig redundant\n", " \n", " \n", " 601_R_34_10014_10015\n", - " 0.906696\n", - " 90.669607\n", + " 0.907633\n", + " 90.763344\n", " nahezu vollständig redundant\n", " \n", " \n", " 602_R_34_10014_10016\n", - " 0.850927\n", - " 85.092667\n", + " 0.851105\n", + " 85.110542\n", " nahezu vollständig redundant\n", " \n", " \n", " 603_R_34_10014_10017\n", - " 0.862347\n", - " 86.234651\n", + " 0.863457\n", + " 86.345687\n", " nahezu vollständig redundant\n", " \n", " \n", " 604_R_34_10014_10012\n", - " 0.889856\n", - " 88.985571\n", + " 0.890045\n", + " 89.004481\n", " nahezu vollständig redundant\n", " \n", " \n", " 605_R_34_10014_10015\n", - " 0.906694\n", - " 90.669411\n", + " 0.907631\n", + " 90.763149\n", " nahezu vollständig redundant\n", " \n", " \n", " 606_R_34_10014_10016\n", - " 0.850930\n", - " 85.093025\n", + " 0.851109\n", + " 85.110899\n", " nahezu vollständig redundant\n", " \n", " \n", " 607_R_35_10012_10015\n", - " 0.917002\n", - " 91.700241\n", + " 0.918779\n", + " 91.877872\n", " nahezu vollständig redundant\n", " \n", " \n", " 608_R_35_10012_10016\n", - " 0.863779\n", - " 86.377855\n", + " 0.863795\n", + " 86.379467\n", " nahezu vollständig redundant\n", " \n", " \n", " 609_R_35_10012_10014\n", - " 0.942795\n", - " 94.279478\n", + " 0.943203\n", + " 94.320257\n", " nahezu vollständig redundant\n", " \n", " \n", " 610_R_35_10012_10017\n", - " 0.844877\n", - " 84.487741\n", + " 0.845037\n", + " 84.503690\n", " nahezu vollständig redundant\n", " \n", " \n", " 611_R_35_10012_10013\n", - " 0.897293\n", - " 89.729301\n", + " 0.897305\n", + " 89.730494\n", " nahezu vollständig redundant\n", " \n", " \n", " 612_R_35_10012_10015\n", - " 0.917002\n", - " 91.700165\n", + " 0.918778\n", + " 91.877798\n", " nahezu vollständig redundant\n", " \n", " \n", " 613_R_35_10012_10016\n", - " 0.863776\n", - " 86.377575\n", + " 0.863792\n", + " 86.379188\n", " nahezu vollständig redundant\n", " \n", " \n", " 614_R_35_10012_10014\n", - " 0.942794\n", - " 94.279449\n", + " 0.943202\n", + " 94.320228\n", " nahezu vollständig redundant\n", " \n", " \n", " 615_R_35_10012_10017\n", - " 0.844878\n", - " 84.487776\n", + " 0.845037\n", + " 84.503725\n", " nahezu vollständig redundant\n", " \n", " \n", " 616_R_35_10012_10013\n", - " 0.897294\n", - " 89.729440\n", + " 0.897306\n", + " 89.730634\n", " nahezu vollständig redundant\n", " \n", " \n", " 617_R_35_10012_10015\n", - " 0.917001\n", - " 91.700127\n", + " 0.918778\n", + " 91.877761\n", " nahezu vollständig redundant\n", " \n", " \n", " 618_R_35_10012_10016\n", - " 0.863777\n", - " 86.377680\n", + " 0.863793\n", + " 86.379292\n", " nahezu vollständig redundant\n", " \n", " \n", " 619_R_35_10012_10014\n", - " 0.942796\n", - " 94.279566\n", + " 0.943203\n", + " 94.320344\n", " nahezu vollständig redundant\n", " \n", " \n", " 620_R_35_10012_10017\n", - " 0.844876\n", - " 84.487564\n", + " 0.845035\n", + " 84.503513\n", " nahezu vollständig redundant\n", " \n", " \n", " 621_R_35_10012_10013\n", - " 0.897293\n", - " 89.729347\n", + " 0.897305\n", + " 89.730541\n", " nahezu vollständig redundant\n", " \n", " \n", " 622_R_36_10033_10019\n", - " 0.828309\n", - " 82.830871\n", + " 0.828653\n", + " 82.865299\n", " nahezu vollständig redundant\n", " \n", " \n", " 623_R_36_10033_10025\n", - " 0.866767\n", - " 86.676742\n", + " 0.867721\n", + " 86.772131\n", " nahezu vollständig redundant\n", " \n", " \n", " 624_R_36_10033_10039\n", - " 0.843707\n", - " 84.370732\n", + " 0.844570\n", + " 84.456982\n", " nahezu vollständig redundant\n", " \n", " \n", " 625_R_36_10033_10032\n", - " 0.919288\n", - " 91.928796\n", + " 0.919309\n", + " 91.930863\n", " nahezu vollständig redundant\n", " \n", " \n", " 626_R_36_10033_10031\n", - " 0.891840\n", - " 89.183991\n", + " 0.894561\n", + " 89.456135\n", " nahezu vollständig redundant\n", " \n", " \n", " 627_R_36_10033_10019\n", - " 0.828312\n", - " 82.831196\n", + " 0.828656\n", + " 82.865624\n", " nahezu vollständig redundant\n", " \n", " \n", " 628_R_36_10033_10025\n", - " 0.866769\n", - " 86.676863\n", + " 0.867723\n", + " 86.772251\n", " nahezu vollständig redundant\n", " \n", " \n", " 629_R_36_10033_10039\n", - " 0.843710\n", - " 84.370995\n", + " 0.844572\n", + " 84.457244\n", " nahezu vollständig redundant\n", " \n", " \n", " 630_R_36_10033_10032\n", - " 0.919286\n", - " 91.928612\n", + " 0.919307\n", + " 91.930680\n", " nahezu vollständig redundant\n", " \n", " \n", " 631_R_36_10033_10031\n", - " 0.891843\n", - " 89.184265\n", + " 0.894564\n", + " 89.456402\n", " nahezu vollständig redundant\n", " \n", " \n", " 632_R_36_10033_10019\n", - " 0.828310\n", - " 82.830993\n", + " 0.828654\n", + " 82.865421\n", " nahezu vollständig redundant\n", " \n", " \n", " 633_R_36_10033_10025\n", - " 0.866769\n", - " 86.676903\n", + " 0.867723\n", + " 86.772291\n", " nahezu vollständig redundant\n", " \n", " \n", " 634_R_36_10033_10039\n", - " 0.843708\n", - " 84.370770\n", + " 0.844570\n", + " 84.457019\n", " nahezu vollständig redundant\n", " \n", " \n", " 635_R_36_10033_10032\n", - " 0.919284\n", - " 91.928429\n", + " 0.919305\n", + " 91.930497\n", " nahezu vollständig redundant\n", " \n", " \n", " 636_R_36_10033_10031\n", - " 0.891842\n", - " 89.184226\n", + " 0.894564\n", + " 89.456364\n", " nahezu vollständig redundant\n", " \n", " \n", " 637_R_37_10032_10033\n", - " 0.879246\n", - " 87.924567\n", + " 0.879499\n", + " 87.949869\n", " nahezu vollständig redundant\n", " \n", " \n", " 638_R_37_10032_10039\n", - " 0.884919\n", - " 88.491927\n", + " 0.886962\n", + " 88.696150\n", " nahezu vollständig redundant\n", " \n", " \n", " 639_R_37_10032_10038\n", - " 0.795049\n", - " 79.504869\n", + " 0.795662\n", + " 79.566238\n", " nahezu vollständig redundant\n", " \n", " \n", " 640_R_37_10032_10031\n", - " 0.873975\n", - " 87.397532\n", + " 0.883239\n", + " 88.323924\n", " nahezu vollständig redundant\n", " \n", " \n", " 641_R_37_10032_10033\n", - " 0.879248\n", - " 87.924773\n", + " 0.879501\n", + " 87.950075\n", " nahezu vollständig redundant\n", " \n", " \n", " 642_R_37_10032_10039\n", - " 0.884920\n", - " 88.492014\n", + " 0.886962\n", + " 88.696235\n", " nahezu vollständig redundant\n", " \n", " \n", " 643_R_37_10032_10038\n", - " 0.795051\n", - " 79.505113\n", + " 0.795665\n", + " 79.566482\n", " nahezu vollständig redundant\n", " \n", " \n", " 644_R_37_10032_10031\n", - " 0.873976\n", - " 87.397596\n", + " 0.883240\n", + " 88.323982\n", " nahezu vollständig redundant\n", " \n", " \n", " 645_R_37_10032_10033\n", - " 0.879250\n", - " 87.925047\n", + " 0.879503\n", + " 87.950349\n", " nahezu vollständig redundant\n", " \n", " \n", " 646_R_37_10032_10039\n", - " 0.884920\n", - " 88.492014\n", + " 0.886962\n", + " 88.696235\n", " nahezu vollständig redundant\n", " \n", " \n", " 647_R_37_10032_10038\n", - " 0.795050\n", - " 79.504967\n", + " 0.795663\n", + " 79.566336\n", " nahezu vollständig redundant\n", " \n", " \n", " 648_R_37_10032_10031\n", - " 0.873975\n", - " 87.397469\n", + " 0.883239\n", + " 88.323865\n", " nahezu vollständig redundant\n", " \n", " \n", " 649_R_38_10031_10017\n", - " 0.802355\n", - " 80.235518\n", + " 0.802456\n", + " 80.245597\n", " nahezu vollständig redundant\n", " \n", " \n", " 650_R_38_10031_10033\n", - " 0.889044\n", - " 88.904427\n", + " 0.892124\n", + " 89.212428\n", " nahezu vollständig redundant\n", " \n", " \n", " 651_R_38_10031_10032\n", - " 0.903994\n", - " 90.399394\n", + " 0.910625\n", + " 91.062458\n", " nahezu vollständig redundant\n", " \n", " \n", " 652_R_38_10031_10030\n", - " 0.821867\n", - " 82.186739\n", + " 0.822029\n", + " 82.202927\n", " nahezu vollständig redundant\n", " \n", " \n", " 653_R_38_10031_10017\n", - " 0.802358\n", - " 80.235771\n", + " 0.802458\n", + " 80.245850\n", " nahezu vollständig redundant\n", " \n", " \n", " 654_R_38_10031_10033\n", - " 0.889043\n", - " 88.904347\n", + " 0.892124\n", + " 89.212350\n", " nahezu vollständig redundant\n", " \n", " \n", " 655_R_38_10031_10032\n", - " 0.903995\n", - " 90.399491\n", + " 0.910625\n", + " 91.062548\n", " nahezu vollständig redundant\n", " \n", " \n", " 656_R_38_10031_10030\n", - " 0.821866\n", - " 82.186649\n", + " 0.822028\n", + " 82.202837\n", " nahezu vollständig redundant\n", " \n", " \n", " 657_R_38_10031_10017\n", - " 0.802357\n", - " 80.235687\n", + " 0.802458\n", + " 80.245766\n", " nahezu vollständig redundant\n", " \n", " \n", " 658_R_38_10031_10033\n", - " 0.889041\n", - " 88.904066\n", + " 0.892121\n", + " 89.212077\n", " nahezu vollständig redundant\n", " \n", " \n", " 659_R_38_10031_10032\n", - " 0.903995\n", - " 90.399539\n", + " 0.910626\n", + " 91.062592\n", " nahezu vollständig redundant\n", " \n", " \n", " 660_R_38_10031_10030\n", - " 0.821865\n", - " 82.186514\n", + " 0.822027\n", + " 82.202702\n", " nahezu vollständig redundant\n", " \n", " \n", " 661_R_39_10038_10041\n", - " 0.865164\n", - " 86.516425\n", + " 0.868829\n", + " 86.882946\n", " nahezu vollständig redundant\n", " \n", " \n", " 662_R_39_10038_10037\n", - " 0.895183\n", - " 89.518306\n", + " 0.898469\n", + " 89.846868\n", " nahezu vollständig redundant\n", " \n", " \n", " 663_R_39_10038_10036\n", - " 0.842885\n", - " 84.288536\n", + " 0.847054\n", + " 84.705382\n", " nahezu vollständig redundant\n", " \n", " \n", " 664_R_39_10038_10032\n", - " 0.831692\n", - " 83.169159\n", + " 0.832667\n", + " 83.266653\n", " nahezu vollständig redundant\n", " \n", " \n", " 665_R_39_10038_10039\n", - " 0.923804\n", - " 92.380391\n", + " 0.924102\n", + " 92.410169\n", " nahezu vollständig redundant\n", " \n", " \n", " 666_R_39_10038_10041\n", - " 0.865164\n", - " 86.516351\n", + " 0.868829\n", + " 86.882874\n", " nahezu vollständig redundant\n", " \n", " \n", " 667_R_39_10038_10037\n", - " 0.895185\n", - " 89.518536\n", + " 0.898471\n", + " 89.847091\n", " nahezu vollständig redundant\n", " \n", " \n", " 668_R_39_10038_10036\n", - " 0.842884\n", - " 84.288390\n", + " 0.847052\n", + " 84.705240\n", " nahezu vollständig redundant\n", " \n", " \n", " 669_R_39_10038_10032\n", - " 0.831692\n", - " 83.169240\n", + " 0.832667\n", + " 83.266732\n", " nahezu vollständig redundant\n", " \n", " \n", " 670_R_39_10038_10039\n", - " 0.923804\n", - " 92.380391\n", + " 0.924102\n", + " 92.410169\n", " nahezu vollständig redundant\n", " \n", " \n", " 671_R_39_10038_10041\n", - " 0.865162\n", - " 86.516202\n", + " 0.868827\n", + " 86.882729\n", " nahezu vollständig redundant\n", " \n", " \n", " 672_R_39_10038_10037\n", - " 0.895183\n", - " 89.518339\n", + " 0.898469\n", + " 89.846900\n", " nahezu vollständig redundant\n", " \n", " \n", " 673_R_39_10038_10036\n", - " 0.842886\n", - " 84.288646\n", + " 0.847055\n", + " 84.705489\n", " nahezu vollständig redundant\n", " \n", " \n", " 674_R_39_10038_10032\n", - " 0.831693\n", - " 83.169280\n", + " 0.832668\n", + " 83.266772\n", " nahezu vollständig redundant\n", " \n", " \n", " 675_R_39_10038_10039\n", - " 0.923806\n", - " 92.380637\n", + " 0.924104\n", + " 92.410414\n", " nahezu vollständig redundant\n", " \n", " \n", " 676_R_40_10039_10032\n", - " 0.901721\n", - " 90.172137\n", + " 0.905156\n", + " 90.515594\n", " nahezu vollständig redundant\n", " \n", " \n", " 677_R_40_10039_10033\n", - " 0.859596\n", - " 85.959601\n", + " 0.860846\n", + " 86.084575\n", " nahezu vollständig redundant\n", " \n", " \n", " 678_R_40_10039_10037\n", - " 0.843641\n", - " 84.364055\n", + " 0.844050\n", + " 84.404959\n", " nahezu vollständig redundant\n", " \n", " \n", " 679_R_40_10039_10038\n", - " 0.927596\n", - " 92.759572\n", + " 0.928012\n", + " 92.801239\n", " nahezu vollständig redundant\n", " \n", " \n", " 680_R_40_10039_10029\n", - " 0.838670\n", - " 83.866961\n", + " 0.838879\n", + " 83.887886\n", " nahezu vollständig redundant\n", " \n", " \n", " 681_R_40_10039_10032\n", - " 0.901720\n", - " 90.171952\n", + " 0.905154\n", + " 90.515416\n", " nahezu vollständig redundant\n", " \n", " \n", " 682_R_40_10039_10033\n", - " 0.859598\n", - " 85.959804\n", + " 0.860848\n", + " 86.084776\n", " nahezu vollständig redundant\n", " \n", " \n", " 683_R_40_10039_10037\n", - " 0.843643\n", - " 84.364255\n", + " 0.844052\n", + " 84.405158\n", " nahezu vollständig redundant\n", " \n", " \n", " 684_R_40_10039_10038\n", - " 0.927594\n", - " 92.759385\n", + " 0.928011\n", + " 92.801053\n", " nahezu vollständig redundant\n", " \n", " \n", " 685_R_40_10039_10029\n", - " 0.838670\n", - " 83.867022\n", + " 0.838879\n", + " 83.887948\n", " nahezu vollständig redundant\n", " \n", " \n", " 686_R_40_10039_10032\n", - " 0.901721\n", - " 90.172063\n", + " 0.905155\n", + " 90.515523\n", " nahezu vollständig redundant\n", " \n", " \n", " 687_R_40_10039_10033\n", - " 0.859598\n", - " 85.959770\n", + " 0.860847\n", + " 86.084743\n", " nahezu vollständig redundant\n", " \n", " \n", " 688_R_40_10039_10037\n", - " 0.843644\n", - " 84.364354\n", + " 0.844053\n", + " 84.405258\n", " nahezu vollständig redundant\n", " \n", " \n", " 689_R_40_10039_10038\n", - " 0.927596\n", - " 92.759619\n", + " 0.928013\n", + " 92.801286\n", " nahezu vollständig redundant\n", " \n", " \n", " 690_R_40_10039_10029\n", - " 0.838670\n", - " 83.867022\n", + " 0.838879\n", + " 83.887948\n", " nahezu vollständig redundant\n", " \n", " \n", " 691_R_41_10035_10037\n", - " 0.871495\n", - " 87.149457\n", + " 0.875074\n", + " 87.507422\n", " nahezu vollständig redundant\n", " \n", " \n", " 692_R_41_10035_10036\n", - " 0.895336\n", - " 89.533642\n", + " 0.906201\n", + " 90.620063\n", " nahezu vollständig redundant\n", " \n", " \n", " 693_R_41_10035_10034\n", - " 0.844179\n", - " 84.417879\n", + " 0.848881\n", + " 84.888068\n", " nahezu vollständig redundant\n", " \n", " \n", " 694_R_41_10035_10030\n", - " 0.864589\n", - " 86.458871\n", + " 0.866900\n", + " 86.689960\n", " nahezu vollständig redundant\n", " \n", " \n", " 695_R_41_10035_10029\n", - " 0.898786\n", - " 89.878601\n", + " 0.901351\n", + " 90.135108\n", " nahezu vollständig redundant\n", " \n", " \n", " 696_R_41_10035_10037\n", - " 0.871493\n", - " 87.149325\n", + " 0.875073\n", + " 87.507293\n", " nahezu vollständig redundant\n", " \n", " \n", " 697_R_41_10035_10036\n", - " 0.895337\n", - " 89.533722\n", + " 0.906201\n", + " 90.620135\n", " nahezu vollständig redundant\n", " \n", " \n", " 698_R_41_10035_10034\n", - " 0.844179\n", - " 84.417879\n", + " 0.848881\n", + " 84.888068\n", " nahezu vollständig redundant\n", " \n", " \n", " 699_R_41_10035_10030\n", - " 0.864589\n", - " 86.458914\n", + " 0.866900\n", + " 86.690003\n", " nahezu vollständig redundant\n", " \n", " \n", " 700_R_41_10035_10029\n", - " 0.898786\n", - " 89.878644\n", + " 0.901351\n", + " 90.135150\n", " nahezu vollständig redundant\n", " \n", " \n", " 701_R_41_10035_10037\n", - " 0.871493\n", - " 87.149325\n", + " 0.875073\n", + " 87.507293\n", " nahezu vollständig redundant\n", " \n", " \n", " 702_R_41_10035_10036\n", - " 0.895337\n", - " 89.533696\n", + " 0.906201\n", + " 90.620111\n", " nahezu vollständig redundant\n", " \n", " \n", " 703_R_41_10035_10034\n", - " 0.844179\n", - " 84.417909\n", + " 0.848881\n", + " 84.888097\n", " nahezu vollständig redundant\n", " \n", " \n", " 704_R_41_10035_10030\n", - " 0.864590\n", - " 86.458979\n", + " 0.866901\n", + " 86.690066\n", " nahezu vollständig redundant\n", " \n", " \n", " 705_R_41_10035_10029\n", - " 0.898787\n", - " 89.878665\n", + " 0.901352\n", + " 90.135170\n", " nahezu vollständig redundant\n", " \n", " \n", " 706_R_42_10036_10038\n", - " 0.876893\n", - " 87.689289\n", + " 0.884057\n", + " 88.405685\n", " nahezu vollständig redundant\n", " \n", " \n", " 707_R_42_10036_10037\n", - " 0.915308\n", - " 91.530826\n", + " 0.930679\n", + " 93.067850\n", " nahezu vollständig redundant\n", " \n", " \n", " 708_R_42_10036_10034\n", - " 0.754149\n", - " 75.414918\n", + " 0.756359\n", + " 75.635884\n", " nahezu vollständig redundant\n", " \n", " \n", " 709_R_42_10036_10035\n", - " 0.908849\n", - " 90.884937\n", + " 0.914983\n", + " 91.498320\n", " nahezu vollständig redundant\n", " \n", " \n", " 710_R_42_10036_10038\n", - " 0.876894\n", - " 87.689433\n", + " 0.884058\n", + " 88.405820\n", " nahezu vollständig redundant\n", " \n", " \n", " 711_R_42_10036_10037\n", - " 0.915307\n", - " 91.530662\n", + " 0.930677\n", + " 93.067716\n", " nahezu vollständig redundant\n", " \n", " \n", " 712_R_42_10036_10034\n", - " 0.754150\n", - " 75.414970\n", + " 0.756359\n", + " 75.635936\n", " nahezu vollständig redundant\n", " \n", " \n", " 713_R_42_10036_10035\n", - " 0.908849\n", - " 90.884914\n", + " 0.914983\n", + " 91.498298\n", " nahezu vollständig redundant\n", " \n", " \n", " 714_R_42_10036_10038\n", - " 0.876895\n", - " 87.689461\n", + " 0.884058\n", + " 88.405847\n", " nahezu vollständig redundant\n", " \n", " \n", " 715_R_42_10036_10037\n", - " 0.915306\n", - " 91.530579\n", + " 0.930676\n", + " 93.067649\n", " nahezu vollständig redundant\n", " \n", " \n", " 716_R_42_10036_10034\n", - " 0.754148\n", - " 75.414840\n", + " 0.756358\n", + " 75.635807\n", " nahezu vollständig redundant\n", " \n", " \n", " 717_R_42_10036_10035\n", - " 0.908849\n", - " 90.884891\n", + " 0.914983\n", + " 91.498276\n", " nahezu vollständig redundant\n", " \n", " \n", " 718_R_43_10028_10011\n", - " 0.830076\n", - " 83.007556\n", + " 0.830797\n", + " 83.079678\n", " nahezu vollständig redundant\n", " \n", " \n", " 719_R_43_10028_10030\n", - " 0.889388\n", - " 88.938774\n", + " 0.889785\n", + " 88.978523\n", " nahezu vollständig redundant\n", " \n", " \n", " 720_R_43_10028_10029\n", - " 0.892479\n", - " 89.247874\n", + " 0.892914\n", + " 89.291400\n", " nahezu vollständig redundant\n", " \n", " \n", " 721_R_43_10028_10034\n", - " 0.877440\n", - " 87.743968\n", + " 0.880949\n", + " 88.094870\n", " nahezu vollständig redundant\n", " \n", " \n", " 722_R_43_10028_10011\n", - " 0.830075\n", - " 83.007471\n", + " 0.830796\n", + " 83.079593\n", " nahezu vollständig redundant\n", " \n", " \n", " 723_R_43_10028_10030\n", - " 0.889388\n", - " 88.938755\n", + " 0.889785\n", + " 88.978504\n", " nahezu vollständig redundant\n", " \n", " \n", " 724_R_43_10028_10029\n", - " 0.892479\n", - " 89.247931\n", + " 0.892915\n", + " 89.291457\n", " nahezu vollständig redundant\n", " \n", " \n", " 725_R_43_10028_10034\n", - " 0.877439\n", - " 87.743863\n", + " 0.880948\n", + " 88.094769\n", " nahezu vollständig redundant\n", " \n", " \n", " 726_R_43_10028_10011\n", - " 0.830073\n", - " 83.007279\n", + " 0.830794\n", + " 83.079402\n", " nahezu vollständig redundant\n", " \n", " \n", " 727_R_43_10028_10030\n", - " 0.889387\n", - " 88.938659\n", + " 0.889784\n", + " 88.978408\n", " nahezu vollständig redundant\n", " \n", " \n", " 728_R_43_10028_10029\n", - " 0.892479\n", - " 89.247874\n", + " 0.892914\n", + " 89.291400\n", " nahezu vollständig redundant\n", " \n", " \n", " 729_R_43_10028_10034\n", - " 0.877440\n", - " 87.743968\n", + " 0.880949\n", + " 88.094870\n", " nahezu vollständig redundant\n", " \n", " \n", " 730_R_44_10034_10028\n", - " 0.892967\n", - " 89.296695\n", + " 0.898684\n", + " 89.868395\n", " nahezu vollständig redundant\n", " \n", " \n", " 731_R_44_10034_10035\n", - " 0.924972\n", - " 92.497207\n", + " 0.926993\n", + " 92.699326\n", " nahezu vollständig redundant\n", " \n", " \n", " 732_R_44_10034_10037\n", - " 0.852349\n", - " 85.234866\n", + " 0.854336\n", + " 85.433588\n", " nahezu vollständig redundant\n", " \n", " \n", " 733_R_44_10034_10036\n", - " 0.875618\n", - " 87.561830\n", + " 0.881595\n", + " 88.159535\n", " nahezu vollständig redundant\n", " \n", " \n", " 734_R_44_10034_10045\n", - " 0.875258\n", - " 87.525778\n", + " 0.879940\n", + " 87.993986\n", " nahezu vollständig redundant\n", " \n", " \n", " 735_R_44_10034_10028\n", - " 0.892966\n", - " 89.296640\n", + " 0.898683\n", + " 89.868343\n", " nahezu vollständig redundant\n", " \n", " \n", " 736_R_44_10034_10035\n", - " 0.924971\n", - " 92.497150\n", + " 0.926993\n", + " 92.699269\n", " nahezu vollständig redundant\n", " \n", " \n", " 737_R_44_10034_10037\n", - " 0.852349\n", - " 85.234904\n", + " 0.854336\n", + " 85.433625\n", " nahezu vollständig redundant\n", " \n", " \n", " 738_R_44_10034_10036\n", - " 0.875617\n", - " 87.561738\n", + " 0.881594\n", + " 88.159447\n", " nahezu vollständig redundant\n", " \n", " \n", " 739_R_44_10034_10045\n", - " 0.875257\n", - " 87.525689\n", + " 0.879939\n", + " 87.993900\n", " nahezu vollständig redundant\n", " \n", " \n", " 740_R_44_10034_10028\n", - " 0.892967\n", - " 89.296695\n", + " 0.898684\n", + " 89.868395\n", " nahezu vollständig redundant\n", " \n", " \n", " 741_R_44_10034_10035\n", - " 0.924971\n", - " 92.497135\n", + " 0.926993\n", + " 92.699255\n", " nahezu vollständig redundant\n", " \n", " \n", " 742_R_44_10034_10037\n", - " 0.852349\n", - " 85.234942\n", + " 0.854337\n", + " 85.433662\n", " nahezu vollständig redundant\n", " \n", " \n", " 743_R_44_10034_10036\n", - " 0.875618\n", - " 87.561777\n", + " 0.881595\n", + " 88.159485\n", " nahezu vollständig redundant\n", " \n", " \n", " 744_R_44_10034_10045\n", - " 0.875257\n", - " 87.525733\n", + " 0.879939\n", + " 87.993943\n", " nahezu vollständig redundant\n", " \n", " \n", " 745_R_45_10030_10028\n", - " 0.828810\n", - " 82.881045\n", + " 0.830597\n", + " 83.059667\n", " nahezu vollständig redundant\n", " \n", " \n", " 746_R_45_10030_10031\n", - " 0.841892\n", - " 84.189227\n", + " 0.842254\n", + " 84.225359\n", " nahezu vollständig redundant\n", " \n", " \n", " 747_R_45_10030_10029\n", - " 0.927134\n", - " 92.713383\n", + " 0.927153\n", + " 92.715347\n", " nahezu vollständig redundant\n", " \n", " \n", " 748_R_45_10030_10035\n", - " 0.823185\n", - " 82.318498\n", + " 0.825202\n", + " 82.520171\n", " nahezu vollständig redundant\n", " \n", " \n", " 749_R_45_10030_10028\n", - " 0.828811\n", - " 82.881105\n", + " 0.830597\n", + " 83.059726\n", " nahezu vollständig redundant\n", " \n", " \n", " 750_R_45_10030_10031\n", - " 0.841893\n", - " 84.189307\n", + " 0.842254\n", + " 84.225438\n", " nahezu vollständig redundant\n", " \n", " \n", " 751_R_45_10030_10029\n", - " 0.927135\n", - " 92.713540\n", + " 0.927155\n", + " 92.715504\n", " nahezu vollständig redundant\n", " \n", " \n", " 752_R_45_10030_10035\n", - " 0.823185\n", - " 82.318526\n", + " 0.825202\n", + " 82.520198\n", " nahezu vollständig redundant\n", " \n", " \n", " 753_R_45_10030_10028\n", - " 0.828810\n", - " 82.881045\n", + " 0.830597\n", + " 83.059667\n", " nahezu vollständig redundant\n", " \n", " \n", " 754_R_45_10030_10031\n", - " 0.841894\n", - " 84.189427\n", + " 0.842256\n", + " 84.225558\n", " nahezu vollständig redundant\n", " \n", " \n", " 755_R_45_10030_10029\n", - " 0.927136\n", - " 92.713592\n", + " 0.927156\n", + " 92.715556\n", " nahezu vollständig redundant\n", " \n", " \n", " 756_R_45_10030_10035\n", - " 0.823185\n", - " 82.318470\n", + " 0.825201\n", + " 82.520143\n", " nahezu vollständig redundant\n", " \n", " \n", " 757_R_46_10029_10030\n", - " 0.915061\n", - " 91.506105\n", + " 0.915070\n", + " 91.507046\n", " nahezu vollständig redundant\n", " \n", " \n", " 758_R_46_10029_10039\n", - " 0.818498\n", - " 81.849793\n", + " 0.819365\n", + " 81.936516\n", " nahezu vollständig redundant\n", " \n", " \n", " 759_R_46_10029_10035\n", - " 0.856553\n", - " 85.655336\n", + " 0.859625\n", + " 85.962473\n", " nahezu vollständig redundant\n", " \n", " \n", " 760_R_46_10029_10028\n", - " 0.812087\n", - " 81.208725\n", + " 0.813058\n", + " 81.305799\n", " nahezu vollständig redundant\n", " \n", " \n", " 761_R_46_10029_10030\n", - " 0.915057\n", - " 91.505739\n", + " 0.915067\n", + " 91.506681\n", " nahezu vollständig redundant\n", " \n", " \n", " 762_R_46_10029_10039\n", - " 0.818500\n", - " 81.850000\n", + " 0.819367\n", + " 81.936723\n", " nahezu vollständig redundant\n", " \n", " \n", " 763_R_46_10029_10035\n", - " 0.856552\n", - " 85.655246\n", + " 0.859624\n", + " 85.962385\n", " nahezu vollständig redundant\n", " \n", " \n", " 764_R_46_10029_10028\n", - " 0.812087\n", - " 81.208692\n", + " 0.813058\n", + " 81.305766\n", " nahezu vollständig redundant\n", " \n", " \n", " 765_R_46_10029_10030\n", - " 0.915062\n", - " 91.506227\n", + " 0.915072\n", + " 91.507168\n", " nahezu vollständig redundant\n", " \n", " \n", " 766_R_46_10029_10039\n", - " 0.818501\n", - " 81.850070\n", + " 0.819368\n", + " 81.936791\n", " nahezu vollständig redundant\n", " \n", " \n", " 767_R_46_10029_10035\n", - " 0.856552\n", - " 85.655216\n", + " 0.859624\n", + " 85.962356\n", " nahezu vollständig redundant\n", " \n", " \n", " 768_R_46_10029_10028\n", - " 0.812088\n", - " 81.208758\n", + " 0.813058\n", + " 81.305832\n", " nahezu vollständig redundant\n", " \n", " \n", " 769_R_47_10053_10044\n", - " 0.867091\n", - " 86.709054\n", + " 0.867323\n", + " 86.732336\n", " nahezu vollständig redundant\n", " \n", " \n", " 770_R_47_10053_10052\n", - " 0.923884\n", - " 92.388406\n", + " 0.923903\n", + " 92.390270\n", " nahezu vollständig redundant\n", " \n", " \n", " 771_R_47_10053_10059\n", - " 0.818121\n", - " 81.812130\n", + " 0.818339\n", + " 81.833887\n", " nahezu vollständig redundant\n", " \n", " \n", " 772_R_47_10053_10049\n", - " 0.887035\n", - " 88.703534\n", + " 0.887202\n", + " 88.720211\n", " nahezu vollständig redundant\n", " \n", " \n", " 773_R_47_10053_10050\n", - " 0.938159\n", - " 93.815870\n", + " 0.938187\n", + " 93.818661\n", " nahezu vollständig redundant\n", " \n", " \n", " 774_R_47_10053_10051\n", - " 0.918175\n", - " 91.817459\n", + " 0.918195\n", + " 91.819534\n", " nahezu vollständig redundant\n", " \n", " \n", " 775_R_47_10053_10044\n", - " 0.867093\n", - " 86.709271\n", + " 0.867326\n", + " 86.732552\n", " nahezu vollständig redundant\n", " \n", " \n", " 776_R_47_10053_10052\n", - " 0.923884\n", - " 92.388406\n", + " 0.923903\n", + " 92.390270\n", " nahezu vollständig redundant\n", " \n", " \n", " 777_R_47_10053_10059\n", - " 0.818121\n", - " 81.812130\n", + " 0.818339\n", + " 81.833887\n", " nahezu vollständig redundant\n", " \n", " \n", " 778_R_47_10053_10049\n", - " 0.887031\n", - " 88.703080\n", + " 0.887198\n", + " 88.719758\n", " nahezu vollständig redundant\n", " \n", " \n", " 779_R_47_10053_10050\n", - " 0.938159\n", - " 93.815870\n", + " 0.938187\n", + " 93.818661\n", " nahezu vollständig redundant\n", " \n", " \n", " 780_R_47_10053_10051\n", - " 0.918175\n", - " 91.817459\n", + " 0.918195\n", + " 91.819534\n", " nahezu vollständig redundant\n", " \n", " \n", " 781_R_47_10053_10044\n", - " 0.867093\n", - " 86.709271\n", + " 0.867326\n", + " 86.732552\n", " nahezu vollständig redundant\n", " \n", " \n", " 782_R_47_10053_10052\n", - " 0.923884\n", - " 92.388406\n", + " 0.923903\n", + " 92.390270\n", " nahezu vollständig redundant\n", " \n", " \n", " 783_R_47_10053_10059\n", - " 0.818121\n", - " 81.812130\n", + " 0.818339\n", + " 81.833887\n", " nahezu vollständig redundant\n", " \n", " \n", " 784_R_47_10053_10049\n", - " 0.887031\n", - " 88.703080\n", + " 0.887198\n", + " 88.719758\n", " nahezu vollständig redundant\n", " \n", " \n", " 785_R_47_10053_10050\n", - " 0.938159\n", - " 93.815870\n", + " 0.938187\n", + " 93.818661\n", " nahezu vollständig redundant\n", " \n", " \n", " 786_R_47_10053_10051\n", - " 0.918177\n", - " 91.817682\n", + " 0.918198\n", + " 91.819757\n", " nahezu vollständig redundant\n", " \n", " \n", " 787_R_48_10049_10050\n", - " 0.903842\n", - " 90.384200\n", + " 0.903971\n", + " 90.397074\n", " nahezu vollständig redundant\n", " \n", " \n", " 788_R_48_10049_10053\n", - " 0.836989\n", - " 83.698860\n", + " 0.837029\n", + " 83.702947\n", " nahezu vollständig redundant\n", " \n", " \n", " 789_R_48_10049_10047\n", - " 0.878459\n", - " 87.845880\n", + " 0.883010\n", + " 88.301026\n", " nahezu vollständig redundant\n", " \n", " \n", " 790_R_48_10049_10046\n", - " 0.820502\n", - " 82.050210\n", + " 0.822606\n", + " 82.260553\n", " nahezu vollständig redundant\n", " \n", " \n", " 791_R_48_10049_10048\n", - " 0.927891\n", - " 92.789080\n", + " 0.928985\n", + " 92.898506\n", " nahezu vollständig redundant\n", " \n", " \n", " 792_R_48_10049_10050\n", - " 0.903842\n", - " 90.384200\n", + " 0.903971\n", + " 90.397074\n", " nahezu vollständig redundant\n", " \n", " \n", " 793_R_48_10049_10053\n", - " 0.836989\n", - " 83.698860\n", + " 0.837029\n", + " 83.702947\n", " nahezu vollständig redundant\n", " \n", " \n", " 794_R_48_10049_10047\n", - " 0.878459\n", - " 87.845880\n", + " 0.883010\n", + " 88.301026\n", " nahezu vollständig redundant\n", " \n", " \n", " 795_R_48_10049_10046\n", - " 0.820502\n", - " 82.050210\n", + " 0.822606\n", + " 82.260553\n", " nahezu vollständig redundant\n", " \n", " \n", " 796_R_48_10049_10048\n", - " 0.927891\n", - " 92.789080\n", + " 0.928985\n", + " 92.898506\n", " nahezu vollständig redundant\n", " \n", " \n", " 797_R_48_10049_10050\n", - " 0.903842\n", - " 90.384200\n", + " 0.903971\n", + " 90.397074\n", " nahezu vollständig redundant\n", " \n", " \n", " 798_R_48_10049_10053\n", - " 0.836989\n", - " 83.698860\n", + " 0.837029\n", + " 83.702947\n", " nahezu vollständig redundant\n", " \n", " \n", " 799_R_48_10049_10047\n", - " 0.878459\n", - " 87.845880\n", + " 0.883010\n", + " 88.301026\n", " nahezu vollständig redundant\n", " \n", " \n", " 800_R_48_10049_10046\n", - " 0.820502\n", - " 82.050210\n", + " 0.822606\n", + " 82.260553\n", " nahezu vollständig redundant\n", " \n", " \n", " 801_R_48_10049_10048\n", - " 0.927891\n", - " 92.789080\n", + " 0.928985\n", + " 92.898506\n", " nahezu vollständig redundant\n", " \n", " \n", " 802_R_49_10050_10051\n", - " 0.911908\n", - " 91.190789\n", + " 0.912161\n", + " 91.216088\n", " nahezu vollständig redundant\n", " \n", " \n", " 803_R_49_10050_10052\n", - " 0.855915\n", - " 85.591521\n", + " 0.856040\n", + " 85.604030\n", " nahezu vollständig redundant\n", " \n", " \n", " 804_R_49_10050_10053\n", - " 0.909173\n", - " 90.917318\n", + " 0.909199\n", + " 90.919932\n", " nahezu vollständig redundant\n", " \n", " \n", " 805_R_49_10050_10049\n", - " 0.906098\n", - " 90.609757\n", + " 0.906402\n", + " 90.640188\n", " nahezu vollständig redundant\n", " \n", " \n", " 806_R_49_10050_10048\n", - " 0.807172\n", - " 80.717160\n", + " 0.807344\n", + " 80.734393\n", " nahezu vollständig redundant\n", " \n", " \n", " 807_R_49_10050_10051\n", - " 0.911912\n", - " 91.191155\n", + " 0.912165\n", + " 91.216452\n", " nahezu vollständig redundant\n", " \n", " \n", " 808_R_49_10050_10052\n", - " 0.855908\n", - " 85.590840\n", + " 0.856034\n", + " 85.603350\n", " nahezu vollständig redundant\n", " \n", " \n", " 809_R_49_10050_10053\n", - " 0.909173\n", - " 90.917318\n", + " 0.909199\n", + " 90.919932\n", " nahezu vollständig redundant\n", " \n", " \n", " 810_R_49_10050_10049\n", - " 0.906098\n", - " 90.609757\n", + " 0.906402\n", + " 90.640188\n", " nahezu vollständig redundant\n", " \n", " \n", " 811_R_49_10050_10048\n", - " 0.807172\n", - " 80.717160\n", + " 0.807344\n", + " 80.734393\n", " nahezu vollständig redundant\n", " \n", " \n", " 812_R_49_10050_10051\n", - " 0.911912\n", - " 91.191155\n", + " 0.912165\n", + " 91.216452\n", " nahezu vollständig redundant\n", " \n", " \n", " 813_R_49_10050_10052\n", - " 0.855908\n", - " 85.590840\n", + " 0.856034\n", + " 85.603350\n", " nahezu vollständig redundant\n", " \n", " \n", " 814_R_49_10050_10053\n", - " 0.909173\n", - " 90.917318\n", + " 0.909199\n", + " 90.919932\n", " nahezu vollständig redundant\n", " \n", " \n", " 815_R_49_10050_10049\n", - " 0.906094\n", - " 90.609411\n", + " 0.906398\n", + " 90.639843\n", " nahezu vollständig redundant\n", " \n", " \n", " 816_R_49_10050_10048\n", - " 0.807172\n", - " 80.717160\n", + " 0.807344\n", + " 80.734393\n", " nahezu vollständig redundant\n", " \n", " \n", " 817_R_50_10048_10050\n", - " 0.844377\n", - " 84.437724\n", + " 0.845218\n", + " 84.521751\n", " nahezu vollständig redundant\n", " \n", " \n", " 818_R_50_10048_10049\n", - " 0.912321\n", - " 91.232120\n", + " 0.913198\n", + " 91.319786\n", " nahezu vollständig redundant\n", " \n", " \n", " 819_R_50_10048_10057\n", - " 0.828800\n", - " 82.879957\n", + " 0.830794\n", + " 83.079429\n", " nahezu vollständig redundant\n", " \n", " \n", " 820_R_50_10048_10047\n", - " 0.907792\n", - " 90.779166\n", + " 0.917446\n", + " 91.744566\n", " nahezu vollständig redundant\n", " \n", " \n", " 821_R_50_10048_10046\n", - " 0.863852\n", - " 86.385234\n", + " 0.865054\n", + " 86.505419\n", " nahezu vollständig redundant\n", " \n", " \n", " 822_R_50_10048_10050\n", - " 0.844377\n", - " 84.437724\n", + " 0.845218\n", + " 84.521751\n", " nahezu vollständig redundant\n", " \n", " \n", " 823_R_50_10048_10049\n", - " 0.912321\n", - " 91.232120\n", + " 0.913198\n", + " 91.319786\n", " nahezu vollständig redundant\n", " \n", " \n", " 824_R_50_10048_10057\n", - " 0.828800\n", - " 82.879957\n", + " 0.830794\n", + " 83.079429\n", " nahezu vollständig redundant\n", " \n", " \n", " 825_R_50_10048_10047\n", - " 0.907792\n", - " 90.779166\n", + " 0.917446\n", + " 91.744566\n", " nahezu vollständig redundant\n", " \n", " \n", " 826_R_50_10048_10046\n", - " 0.863852\n", - " 86.385234\n", + " 0.865054\n", + " 86.505419\n", " nahezu vollständig redundant\n", " \n", " \n", " 827_R_50_10048_10050\n", - " 0.844380\n", - " 84.438008\n", + " 0.845220\n", + " 84.522033\n", " nahezu vollständig redundant\n", " \n", " \n", " 828_R_50_10048_10049\n", - " 0.912321\n", - " 91.232120\n", + " 0.913198\n", + " 91.319786\n", " nahezu vollständig redundant\n", " \n", " \n", " 829_R_50_10048_10057\n", - " 0.828800\n", - " 82.879957\n", + " 0.830794\n", + " 83.079429\n", " nahezu vollständig redundant\n", " \n", " \n", " 830_R_50_10048_10047\n", - " 0.907792\n", - " 90.779166\n", + " 0.917446\n", + " 91.744566\n", " nahezu vollständig redundant\n", " \n", " \n", " 831_R_50_10048_10046\n", - " 0.863855\n", - " 86.385521\n", + " 0.865057\n", + " 86.505703\n", " nahezu vollständig redundant\n", " \n", " \n", " 832_R_51_10047_10048\n", - " 0.904140\n", - " 90.413976\n", + " 0.913996\n", + " 91.399642\n", " nahezu vollständig redundant\n", " \n", " \n", " 833_R_51_10047_10049\n", - " 0.806416\n", - " 80.641599\n", + " 0.811728\n", + " 81.172783\n", " nahezu vollständig redundant\n", " \n", " \n", " 834_R_51_10047_10045\n", - " 0.773467\n", - " 77.346723\n", + " 0.779172\n", + " 77.917154\n", " nahezu vollständig redundant\n", " \n", " \n", " 835_R_51_10047_10046\n", - " 0.918214\n", - " 91.821435\n", + " 0.931731\n", + " 93.173102\n", " nahezu vollständig redundant\n", " \n", " \n", " 836_R_51_10047_10048\n", - " 0.904140\n", - " 90.413976\n", + " 0.913996\n", + " 91.399642\n", " nahezu vollständig redundant\n", " \n", " \n", " 837_R_51_10047_10049\n", - " 0.806416\n", - " 80.641599\n", + " 0.811728\n", + " 81.172783\n", " nahezu vollständig redundant\n", " \n", " \n", " 838_R_51_10047_10045\n", - " 0.773467\n", - " 77.346723\n", + " 0.779172\n", + " 77.917154\n", " nahezu vollständig redundant\n", " \n", " \n", " 839_R_51_10047_10046\n", - " 0.918214\n", - " 91.821435\n", + " 0.931731\n", + " 93.173102\n", " nahezu vollständig redundant\n", " \n", " \n", " 840_R_51_10047_10048\n", - " 0.904140\n", - " 90.413976\n", + " 0.913996\n", + " 91.399642\n", " nahezu vollständig redundant\n", " \n", " \n", " 841_R_51_10047_10049\n", - " 0.806416\n", - " 80.641599\n", + " 0.811728\n", + " 81.172783\n", " nahezu vollständig redundant\n", " \n", " \n", " 842_R_51_10047_10045\n", - " 0.773467\n", - " 77.346723\n", + " 0.779172\n", + " 77.917154\n", " nahezu vollständig redundant\n", " \n", " \n", " 843_R_51_10047_10046\n", - " 0.918214\n", - " 91.821435\n", + " 0.931731\n", + " 93.173102\n", " nahezu vollständig redundant\n", " \n", " \n", " 844_R_52_10046_10048\n", - " 0.865368\n", - " 86.536820\n", + " 0.867309\n", + " 86.730927\n", " nahezu vollständig redundant\n", " \n", " \n", " 845_R_52_10046_10047\n", - " 0.924556\n", - " 92.455578\n", + " 0.937015\n", + " 93.701537\n", " nahezu vollständig redundant\n", " \n", " \n", " 846_R_52_10046_10055\n", - " 0.799088\n", - " 79.908750\n", + " 0.801109\n", + " 80.110856\n", " nahezu vollständig redundant\n", " \n", " \n", " 847_R_52_10046_10045\n", - " 0.844162\n", - " 84.416151\n", + " 0.847336\n", + " 84.733596\n", " nahezu vollständig redundant\n", " \n", " \n", " 848_R_52_10046_10048\n", - " 0.865371\n", - " 86.537104\n", + " 0.867312\n", + " 86.731207\n", " nahezu vollständig redundant\n", " \n", " \n", " 849_R_52_10046_10047\n", - " 0.924556\n", - " 92.455578\n", + " 0.937015\n", + " 93.701537\n", " nahezu vollständig redundant\n", " \n", " \n", " 850_R_52_10046_10055\n", - " 0.799090\n", - " 79.909028\n", + " 0.801111\n", + " 80.111132\n", " nahezu vollständig redundant\n", " \n", " \n", " 851_R_52_10046_10045\n", - " 0.844162\n", - " 84.416151\n", + " 0.847336\n", + " 84.733596\n", " nahezu vollständig redundant\n", " \n", " \n", " 852_R_52_10046_10048\n", - " 0.865368\n", - " 86.536820\n", + " 0.867309\n", + " 86.730927\n", " nahezu vollständig redundant\n", " \n", " \n", " 853_R_52_10046_10047\n", - " 0.924556\n", - " 92.455578\n", + " 0.937015\n", + " 93.701537\n", " nahezu vollständig redundant\n", " \n", " \n", " 854_R_52_10046_10055\n", - " 0.799088\n", - " 79.908750\n", + " 0.801109\n", + " 80.110856\n", " nahezu vollständig redundant\n", " \n", " \n", " 855_R_52_10046_10045\n", - " 0.844162\n", - " 84.416151\n", + " 0.847336\n", + " 84.733596\n", " nahezu vollständig redundant\n", " \n", " \n", " 856_R_53_10045_10034\n", - " 0.836790\n", - " 83.679000\n", + " 0.839303\n", + " 83.930333\n", " nahezu vollständig redundant\n", " \n", " \n", " 857_R_53_10045_10046\n", - " 0.897890\n", - " 89.789003\n", + " 0.900849\n", + " 90.084920\n", " nahezu vollständig redundant\n", " \n", " \n", " 858_R_53_10045_10047\n", - " 0.861323\n", - " 86.132259\n", + " 0.865028\n", + " 86.502776\n", " nahezu vollständig redundant\n", " \n", " \n", " 859_R_53_10045_10054\n", - " 0.801855\n", - " 80.185534\n", + " 0.803198\n", + " 80.319793\n", " nahezu vollständig redundant\n", " \n", " \n", " 860_R_53_10045_10034\n", - " 0.836790\n", - " 83.679000\n", + " 0.839303\n", + " 83.930333\n", " nahezu vollständig redundant\n", " \n", " \n", " 861_R_53_10045_10046\n", - " 0.897890\n", - " 89.789003\n", + " 0.900849\n", + " 90.084920\n", " nahezu vollständig redundant\n", " \n", " \n", " 862_R_53_10045_10047\n", - " 0.861323\n", - " 86.132259\n", + " 0.865028\n", + " 86.502776\n", " nahezu vollständig redundant\n", " \n", " \n", " 863_R_53_10045_10054\n", - " 0.801858\n", - " 80.185811\n", + " 0.803201\n", + " 80.320068\n", " nahezu vollständig redundant\n", " \n", " \n", " 864_R_53_10045_10034\n", - " 0.836787\n", - " 83.678707\n", + " 0.839300\n", + " 83.930045\n", " nahezu vollständig redundant\n", " \n", " \n", " 865_R_53_10045_10046\n", - " 0.897890\n", - " 89.789003\n", + " 0.900849\n", + " 90.084920\n", " nahezu vollständig redundant\n", " \n", " \n", " 866_R_53_10045_10047\n", - " 0.861325\n", - " 86.132473\n", + " 0.865030\n", + " 86.502984\n", " nahezu vollständig redundant\n", " \n", " \n", " 867_R_53_10045_10054\n", - " 0.801858\n", - " 80.185811\n", + " 0.803201\n", + " 80.320068\n", " nahezu vollständig redundant\n", " \n", " \n", " 868_R_54_10059_10053\n", - " 0.916976\n", - " 91.697553\n", + " 0.917167\n", + " 91.716729\n", " nahezu vollständig redundant\n", " \n", " \n", " 869_R_54_10059_10052\n", - " 0.869348\n", - " 86.934846\n", + " 0.869748\n", + " 86.974774\n", " nahezu vollständig redundant\n", " \n", " \n", " 870_R_54_10059_10058\n", - " 0.916791\n", - " 91.679146\n", + " 0.916996\n", + " 91.699615\n", " nahezu vollständig redundant\n", " \n", " \n", " 871_R_54_10059_10056\n", - " 0.852028\n", - " 85.202794\n", + " 0.853128\n", + " 85.312778\n", " nahezu vollständig redundant\n", " \n", " \n", " 872_R_54_10059_10057\n", - " 0.901986\n", - " 90.198624\n", + " 0.902382\n", + " 90.238177\n", " nahezu vollständig redundant\n", " \n", " \n", " 873_R_54_10059_10053\n", - " 0.916974\n", - " 91.697426\n", + " 0.917166\n", + " 91.716602\n", " nahezu vollständig redundant\n", " \n", " \n", " 874_R_54_10059_10052\n", - " 0.869348\n", - " 86.934846\n", + " 0.869748\n", + " 86.974774\n", " nahezu vollständig redundant\n", " \n", " \n", " 875_R_54_10059_10058\n", - " 0.916791\n", - " 91.679146\n", + " 0.916996\n", + " 91.699615\n", " nahezu vollständig redundant\n", " \n", " \n", " 876_R_54_10059_10056\n", - " 0.852029\n", - " 85.202913\n", + " 0.853129\n", + " 85.312896\n", " nahezu vollständig redundant\n", " \n", " \n", " 877_R_54_10059_10057\n", - " 0.901987\n", - " 90.198740\n", + " 0.902383\n", + " 90.238293\n", " nahezu vollständig redundant\n", " \n", " \n", " 878_R_54_10059_10053\n", - " 0.916976\n", - " 91.697553\n", + " 0.917167\n", + " 91.716729\n", " nahezu vollständig redundant\n", " \n", " \n", " 879_R_54_10059_10052\n", - " 0.869347\n", - " 86.934719\n", + " 0.869746\n", + " 86.974647\n", " nahezu vollständig redundant\n", " \n", " \n", " 880_R_54_10059_10058\n", - " 0.916791\n", - " 91.679146\n", + " 0.916996\n", + " 91.699615\n", " nahezu vollständig redundant\n", " \n", " \n", " 881_R_54_10059_10056\n", - " 0.852029\n", - " 85.202913\n", + " 0.853129\n", + " 85.312896\n", " nahezu vollständig redundant\n", " \n", " \n", " 882_R_54_10059_10057\n", - " 0.901987\n", - " 90.198740\n", + " 0.902383\n", + " 90.238293\n", " nahezu vollständig redundant\n", " \n", " \n", " 883_R_55_10058_10059\n", - " 0.836580\n", - " 83.658033\n", + " 0.836889\n", + " 83.688886\n", " nahezu vollständig redundant\n", " \n", " \n", " 884_R_55_10058_10056\n", - " 0.868118\n", - " 86.811800\n", + " 0.871565\n", + " 87.156516\n", " nahezu vollständig redundant\n", " \n", " \n", " 885_R_55_10058_10055\n", - " 0.826238\n", - " 82.623841\n", + " 0.829116\n", + " 82.911567\n", " nahezu vollständig redundant\n", " \n", " \n", " 886_R_55_10058_10057\n", - " 0.919791\n", - " 91.979086\n", + " 0.919808\n", + " 91.980814\n", " nahezu vollständig redundant\n", " \n", " \n", " 887_R_55_10058_10059\n", - " 0.836580\n", - " 83.658033\n", + " 0.836889\n", + " 83.688886\n", " nahezu vollständig redundant\n", " \n", " \n", " 888_R_55_10058_10056\n", - " 0.868118\n", - " 86.811800\n", + " 0.871565\n", + " 87.156516\n", " nahezu vollständig redundant\n", " \n", " \n", " 889_R_55_10058_10055\n", - " 0.826238\n", - " 82.623841\n", + " 0.829116\n", + " 82.911567\n", " nahezu vollständig redundant\n", " \n", " \n", " 890_R_55_10058_10057\n", - " 0.919791\n", - " 91.979086\n", + " 0.919808\n", + " 91.980814\n", " nahezu vollständig redundant\n", " \n", " \n", " 891_R_55_10058_10059\n", - " 0.836576\n", - " 83.657623\n", + " 0.836885\n", + " 83.688477\n", " nahezu vollständig redundant\n", " \n", " \n", " 892_R_55_10058_10056\n", - " 0.868120\n", - " 86.811970\n", + " 0.871567\n", + " 87.156682\n", " nahezu vollständig redundant\n", " \n", " \n", " 893_R_55_10058_10055\n", - " 0.826237\n", - " 82.623661\n", + " 0.829114\n", + " 82.911390\n", " nahezu vollständig redundant\n", " \n", " \n", " 894_R_55_10058_10057\n", - " 0.919791\n", - " 91.979086\n", + " 0.919808\n", + " 91.980814\n", " nahezu vollständig redundant\n", " \n", " \n", " 895_R_56_10057_10059\n", - " 0.815405\n", - " 81.540548\n", + " 0.815844\n", + " 81.584431\n", " nahezu vollständig redundant\n", " \n", " \n", " 896_R_56_10057_10058\n", - " 0.891907\n", - " 89.190676\n", + " 0.892065\n", + " 89.206490\n", " nahezu vollständig redundant\n", " \n", " \n", " 897_R_56_10057_10056\n", - " 0.906607\n", - " 90.660650\n", + " 0.911116\n", + " 91.111557\n", " nahezu vollständig redundant\n", " \n", " \n", " 898_R_56_10057_10055\n", - " 0.884938\n", - " 88.493782\n", + " 0.888909\n", + " 88.890881\n", " nahezu vollständig redundant\n", " \n", " \n", " 899_R_56_10057_10048\n", - " 0.854837\n", - " 85.483703\n", + " 0.857338\n", + " 85.733808\n", " nahezu vollständig redundant\n", " \n", " \n", " 900_R_56_10057_10059\n", - " 0.815405\n", - " 81.540548\n", + " 0.815844\n", + " 81.584431\n", " nahezu vollständig redundant\n", " \n", " \n", " 901_R_56_10057_10058\n", - " 0.891912\n", - " 89.191151\n", + " 0.892070\n", + " 89.206964\n", " nahezu vollständig redundant\n", " \n", " \n", " 902_R_56_10057_10056\n", - " 0.906607\n", - " 90.660650\n", + " 0.911116\n", + " 91.111557\n", " nahezu vollständig redundant\n", " \n", " \n", " 903_R_56_10057_10055\n", - " 0.884935\n", - " 88.493540\n", + " 0.888906\n", + " 88.890648\n", " nahezu vollständig redundant\n", " \n", " \n", " 904_R_56_10057_10048\n", - " 0.854839\n", - " 85.483930\n", + " 0.857340\n", + " 85.734031\n", " nahezu vollständig redundant\n", " \n", " \n", " 905_R_56_10057_10059\n", - " 0.815403\n", - " 81.540330\n", + " 0.815842\n", + " 81.584213\n", " nahezu vollständig redundant\n", " \n", " \n", " 906_R_56_10057_10058\n", - " 0.891909\n", - " 89.190913\n", + " 0.892067\n", + " 89.206727\n", " nahezu vollständig redundant\n", " \n", " \n", " 907_R_56_10057_10056\n", - " 0.906604\n", - " 90.660387\n", + " 0.911113\n", + " 91.111306\n", " nahezu vollständig redundant\n", " \n", " \n", " 908_R_56_10057_10055\n", - " 0.884935\n", - " 88.493540\n", + " 0.888906\n", + " 88.890648\n", " nahezu vollständig redundant\n", " \n", " \n", " 909_R_56_10057_10048\n", - " 0.854839\n", - " 85.483930\n", + " 0.857340\n", + " 85.734031\n", " nahezu vollständig redundant\n", " \n", " \n", " 910_R_57_10055_10057\n", - " 0.914523\n", - " 91.452329\n", + " 0.917259\n", + " 91.725861\n", " nahezu vollständig redundant\n", " \n", " \n", " 911_R_57_10055_10058\n", - " 0.815840\n", - " 81.583993\n", + " 0.819063\n", + " 81.906251\n", " nahezu vollständig redundant\n", " \n", " \n", " 912_R_57_10055_10056\n", - " 0.933934\n", - " 93.393409\n", + " 0.944964\n", + " 94.496429\n", " nahezu vollständig redundant\n", " \n", " \n", " 913_R_57_10055_10054\n", - " 0.830921\n", - " 83.092060\n", + " 0.840701\n", + " 84.070077\n", " nahezu vollständig redundant\n", " \n", " \n", " 914_R_57_10055_10046\n", - " 0.849713\n", - " 84.971313\n", + " 0.857411\n", + " 85.741101\n", " nahezu vollständig redundant\n", " \n", " \n", " 915_R_57_10055_10057\n", - " 0.914523\n", - " 91.452329\n", + " 0.917259\n", + " 91.725861\n", " nahezu vollständig redundant\n", " \n", " \n", " 916_R_57_10055_10058\n", - " 0.815840\n", - " 81.583993\n", + " 0.819063\n", + " 81.906251\n", " nahezu vollständig redundant\n", " \n", " \n", " 917_R_57_10055_10056\n", - " 0.933934\n", - " 93.393409\n", + " 0.944964\n", + " 94.496429\n", " nahezu vollständig redundant\n", " \n", " \n", " 918_R_57_10055_10054\n", - " 0.830921\n", - " 83.092060\n", + " 0.840701\n", + " 84.070077\n", " nahezu vollständig redundant\n", " \n", " \n", " 919_R_57_10055_10046\n", - " 0.849715\n", - " 84.971521\n", + " 0.857413\n", + " 85.741299\n", " nahezu vollständig redundant\n", " \n", " \n", " 920_R_57_10055_10057\n", - " 0.914525\n", - " 91.452508\n", + " 0.917260\n", + " 91.726034\n", " nahezu vollständig redundant\n", " \n", " \n", " 921_R_57_10055_10058\n", - " 0.815840\n", - " 81.583993\n", + " 0.819063\n", + " 81.906251\n", " nahezu vollständig redundant\n", " \n", " \n", " 922_R_57_10055_10056\n", - " 0.933934\n", - " 93.393409\n", + " 0.944964\n", + " 94.496429\n", " nahezu vollständig redundant\n", " \n", " \n", " 923_R_57_10055_10054\n", - " 0.830921\n", - " 83.092060\n", + " 0.840701\n", + " 84.070077\n", " nahezu vollständig redundant\n", " \n", " \n", " 924_R_57_10055_10046\n", - " 0.849715\n", - " 84.971521\n", + " 0.857413\n", + " 85.741299\n", " nahezu vollständig redundant\n", " \n", " \n", " 925_R_58_10056_10058\n", - " 0.800734\n", - " 80.073353\n", + " 0.802693\n", + " 80.269303\n", " nahezu vollständig redundant\n", " \n", " \n", " 926_R_58_10056_10057\n", - " 0.911835\n", - " 91.183463\n", + " 0.915764\n", + " 91.576420\n", " nahezu vollständig redundant\n", " \n", " \n", " 927_R_58_10056_10054\n", - " 0.775278\n", - " 77.527771\n", + " 0.778749\n", + " 77.874929\n", " nahezu vollständig redundant\n", " \n", " \n", " 928_R_58_10056_10055\n", - " 0.929657\n", - " 92.965710\n", + " 0.940909\n", + " 94.090905\n", " nahezu vollständig redundant\n", " \n", " \n", " 929_R_58_10056_10058\n", - " 0.800734\n", - " 80.073353\n", + " 0.802693\n", + " 80.269303\n", " nahezu vollständig redundant\n", " \n", " \n", " 930_R_58_10056_10057\n", - " 0.911832\n", - " 91.183214\n", + " 0.915762\n", + " 91.576183\n", " nahezu vollständig redundant\n", " \n", " \n", " 931_R_58_10056_10054\n", - " 0.775278\n", - " 77.527771\n", + " 0.778749\n", + " 77.874929\n", " nahezu vollständig redundant\n", " \n", " \n", " 932_R_58_10056_10055\n", - " 0.929657\n", - " 92.965710\n", + " 0.940909\n", + " 94.090905\n", " nahezu vollständig redundant\n", " \n", " \n", " 933_R_58_10056_10058\n", - " 0.800739\n", - " 80.073867\n", + " 0.802698\n", + " 80.269812\n", " nahezu vollständig redundant\n", " \n", " \n", " 934_R_58_10056_10057\n", - " 0.911835\n", - " 91.183463\n", + " 0.915764\n", + " 91.576420\n", " nahezu vollständig redundant\n", " \n", " \n", " 935_R_58_10056_10054\n", - " 0.775278\n", - " 77.527771\n", + " 0.778749\n", + " 77.874929\n", " nahezu vollständig redundant\n", " \n", " \n", " 936_R_58_10056_10055\n", - " 0.929654\n", - " 92.965358\n", + " 0.940906\n", + " 94.090610\n", " nahezu vollständig redundant\n", " \n", " \n", " 937_R_59_10054_10045\n", - " 0.842462\n", - " 84.246227\n", + " 0.843667\n", + " 84.366663\n", " nahezu vollständig redundant\n", " \n", " \n", " 938_R_59_10054_10055\n", - " 0.879500\n", - " 87.950037\n", + " 0.884039\n", + " 88.403925\n", " nahezu vollständig redundant\n", " \n", " \n", " 939_R_59_10054_10056\n", - " 0.835853\n", - " 83.585279\n", + " 0.838853\n", + " 83.885346\n", " nahezu vollständig redundant\n", " \n", " \n", " 940_R_59_10054_10045\n", - " 0.842462\n", - " 84.246227\n", + " 0.843667\n", + " 84.366663\n", " nahezu vollständig redundant\n", " \n", " \n", " 941_R_59_10054_10055\n", - " 0.879500\n", - " 87.950037\n", + " 0.884039\n", + " 88.403925\n", " nahezu vollständig redundant\n", " \n", " \n", " 942_R_59_10054_10056\n", - " 0.835855\n", - " 83.585475\n", + " 0.838855\n", + " 83.885539\n", " nahezu vollständig redundant\n", " \n", " \n", " 943_R_59_10054_10045\n", - " 0.842462\n", - " 84.246227\n", + " 0.843667\n", + " 84.366663\n", " nahezu vollständig redundant\n", " \n", " \n", " 944_R_59_10054_10055\n", - " 0.879499\n", - " 87.949853\n", + " 0.884037\n", + " 88.403749\n", " nahezu vollständig redundant\n", " \n", " \n", " 945_R_59_10054_10056\n", - " 0.835855\n", - " 83.585475\n", + " 0.838855\n", + " 83.885539\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 946_R_60_10047_10048\n", + " 0.849846\n", + " 84.984621\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 947_R_60_10047_812\n", + " 0.797710\n", + " 79.770989\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 948_R_60_10047_816\n", + " 0.806903\n", + " 80.690323\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 949_R_60_10047_FH3\n", + " 0.818356\n", + " 81.835582\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 950_R_60_10047_10048\n", + " 0.849841\n", + " 84.984088\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 951_R_60_10047_812\n", + " 0.797710\n", + " 79.770989\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 952_R_60_10047_816\n", + " 0.806903\n", + " 80.690323\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 953_R_60_10047_FH3\n", + " 0.818356\n", + " 81.835582\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 954_R_60_10047_10048\n", + " 0.849846\n", + " 84.984621\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 955_R_60_10047_812\n", + " 0.797710\n", + " 79.770989\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 956_R_60_10047_816\n", + " 0.806903\n", + " 80.690323\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 957_R_60_10047_FH3\n", + " 0.818356\n", + " 81.835582\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 958_R_61_10046_10048\n", + " 0.789413\n", + " 78.941342\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 959_R_61_10046_FH3\n", + " 0.799469\n", + " 79.946852\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 960_R_61_10046_812\n", + " 0.831038\n", + " 83.103842\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 961_R_61_10046_10048\n", + " 0.789413\n", + " 78.941342\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 962_R_61_10046_FH3\n", + " 0.799469\n", + " 79.946852\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 963_R_61_10046_812\n", + " 0.831071\n", + " 83.107060\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 964_R_61_10046_10048\n", + " 0.789413\n", + " 78.941342\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 965_R_61_10046_FH3\n", + " 0.799469\n", + " 79.946852\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 966_R_61_10046_812\n", + " 0.831071\n", + " 83.107060\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 967_R_62_10048_10046\n", + " 0.814127\n", + " 81.412673\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 968_R_62_10048_812\n", + " 0.786667\n", + " 78.666654\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 969_R_62_10048_816\n", + " 0.819568\n", + " 81.956810\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 970_R_62_10048_FH3\n", + " 0.868346\n", + " 86.834604\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 971_R_62_10048_10046\n", + " 0.814127\n", + " 81.412673\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 972_R_62_10048_812\n", + " 0.786662\n", + " 78.666249\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 973_R_62_10048_816\n", + " 0.819568\n", + " 81.956810\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 974_R_62_10048_FH3\n", + " 0.868346\n", + " 86.834604\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 975_R_62_10048_10046\n", + " 0.814127\n", + " 81.412673\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 976_R_62_10048_812\n", + " 0.786662\n", + " 78.666249\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 977_R_62_10048_816\n", + " 0.819568\n", + " 81.956810\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 978_R_62_10048_FH3\n", + " 0.868377\n", + " 86.837655\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 979_R_63_10056_10055\n", + " 0.918597\n", + " 91.859742\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 980_R_63_10056_666\n", + " 0.701666\n", + " 70.166635\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 981_R_63_10056_10055\n", + " 0.918597\n", + " 91.859742\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 982_R_63_10056_666\n", + " 0.701672\n", + " 70.167173\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 983_R_63_10056_10055\n", + " 0.918597\n", + " 91.859742\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 984_R_63_10056_666\n", + " 0.701666\n", + " 70.166635\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 985_R_64_10055_10056\n", + " 0.856179\n", + " 85.617862\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 986_R_64_10055_666\n", + " 0.722269\n", + " 72.226851\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 987_R_64_10055_10056\n", + " 0.856179\n", + " 85.617862\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 988_R_64_10055_666\n", + " 0.722269\n", + " 72.226851\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 989_R_64_10055_10056\n", + " 0.856179\n", + " 85.617862\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 990_R_64_10055_666\n", + " 0.722269\n", + " 72.226851\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 991_R_65_10054_10055\n", + " 0.682199\n", + " 68.219932\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 992_R_65_10054_666\n", + " 0.750649\n", + " 75.064880\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 993_R_65_10054_10055\n", + " 0.682194\n", + " 68.219449\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 994_R_65_10054_666\n", + " 0.750658\n", + " 75.065800\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 995_R_65_10054_10055\n", + " 0.682194\n", + " 68.219449\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 996_R_65_10054_666\n", + " 0.750649\n", + " 75.064880\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 997_R_66_10035_10037\n", + " 0.687302\n", + " 68.730193\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 998_R_66_10035_FH11\n", + " 0.822888\n", + " 82.288779\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 999_R_66_10035_FH14\n", + " 0.848383\n", + " 84.838257\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1000_R_66_10035_10037\n", + " 0.687297\n", + " 68.729653\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1001_R_66_10035_FH11\n", + " 0.822888\n", + " 82.288779\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1002_R_66_10035_FH14\n", + " 0.848373\n", + " 84.837283\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1003_R_66_10035_10037\n", + " 0.687302\n", + " 68.730193\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1004_R_66_10035_FH11\n", + " 0.822888\n", + " 82.288779\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1005_R_66_10035_FH14\n", + " 0.848373\n", + " 84.837283\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1006_R_67_10036_10037\n", + " 0.893065\n", + " 89.306462\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1007_R_67_10036_FH11\n", + " 0.773632\n", + " 77.363196\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1008_R_67_10036_FH14\n", + " 0.774743\n", + " 77.474322\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1009_R_67_10036_10037\n", + " 0.893065\n", + " 89.306462\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1010_R_67_10036_FH11\n", + " 0.773632\n", + " 77.363196\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1011_R_67_10036_FH14\n", + " 0.774734\n", + " 77.473415\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1012_R_67_10036_10037\n", + " 0.893065\n", + " 89.306462\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1013_R_67_10036_FH11\n", + " 0.773632\n", + " 77.363196\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1014_R_67_10036_FH14\n", + " 0.774734\n", + " 77.473415\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1015_R_68_10034_10035\n", + " 0.756937\n", + " 75.693668\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1016_R_68_10034_FH14\n", + " 0.806751\n", + " 80.675148\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1017_R_68_10034_10035\n", + " 0.756932\n", + " 75.693199\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1018_R_68_10034_FH14\n", + " 0.806751\n", + " 80.675148\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1019_R_68_10034_10035\n", + " 0.756937\n", + " 75.693668\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1020_R_68_10034_FH14\n", + " 0.806747\n", + " 80.674678\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1021_R_69_10037_10040\n", + " 0.907530\n", + " 90.753034\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1022_R_69_10037_FH4\n", + " 0.761680\n", + " 76.168019\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1023_R_69_10037_FH11\n", + " 0.721842\n", + " 72.184246\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1024_R_69_10037_10040\n", + " 0.907530\n", + " 90.753034\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1025_R_69_10037_FH4\n", + " 0.761680\n", + " 76.168019\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1026_R_69_10037_FH11\n", + " 0.721842\n", + " 72.184246\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1027_R_69_10037_10040\n", + " 0.907530\n", + " 90.753034\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1028_R_69_10037_FH4\n", + " 0.761680\n", + " 76.168019\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1029_R_69_10037_FH11\n", + " 0.721842\n", + " 72.184246\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1030_R_70_10041_10040\n", + " 0.855224\n", + " 85.522433\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1031_R_70_10041_FH4\n", + " 0.719169\n", + " 71.916917\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1032_R_70_10041_10040\n", + " 0.855224\n", + " 85.522433\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1033_R_70_10041_FH4\n", + " 0.719169\n", + " 71.916917\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1034_R_70_10041_10040\n", + " 0.855220\n", + " 85.521972\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1035_R_70_10041_FH4\n", + " 0.719169\n", + " 71.916917\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1036_R_71_10007_10015\n", + " 0.669237\n", + " 66.923689\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1037_R_71_10007_FH13\n", + " 0.858248\n", + " 85.824817\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1038_R_71_10007_10015\n", + " 0.669246\n", + " 66.924569\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1039_R_71_10007_FH13\n", + " 0.858248\n", + " 85.824817\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1040_R_71_10007_10015\n", + " 0.669237\n", + " 66.923689\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1041_R_71_10007_FH13\n", + " 0.858248\n", + " 85.824817\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1042_R_72_10015_10007\n", + " 0.811645\n", + " 81.164492\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1043_R_72_10015_FH13\n", + " 0.788008\n", + " 78.800757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1044_R_72_10015_10007\n", + " 0.811645\n", + " 81.164492\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1045_R_72_10015_FH13\n", + " 0.788008\n", + " 78.800757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1046_R_72_10015_10007\n", + " 0.811645\n", + " 81.164492\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1047_R_72_10015_FH13\n", + " 0.788008\n", + " 78.800757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1048_R_73_10008_10007\n", + " 0.799264\n", + " 79.926365\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1049_R_73_10008_FH13\n", + " 0.797025\n", + " 79.702521\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1050_R_73_10008_10007\n", + " 0.799264\n", + " 79.926365\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1051_R_73_10008_FH13\n", + " 0.797025\n", + " 79.702521\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1052_R_73_10008_10007\n", + " 0.799264\n", + " 79.926365\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1053_R_73_10008_FH13\n", + " 0.797025\n", + " 79.702521\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1054_R_74_10033_10032\n", + " 0.687849\n", + " 68.784920\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1055_R_74_10033_FH15\n", + " 0.746461\n", + " 74.646085\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1056_R_74_10033_10032\n", + " 0.687831\n", + " 68.783147\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1057_R_74_10033_FH15\n", + " 0.746461\n", + " 74.646085\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1058_R_74_10033_10032\n", + " 0.687831\n", + " 68.783147\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1059_R_74_10033_FH15\n", + " 0.746461\n", + " 74.646085\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1060_R_75_10032_10033\n", + " 0.831547\n", + " 83.154727\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1061_R_75_10032_FH15\n", + " 0.742124\n", + " 74.212376\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1062_R_75_10032_10033\n", + " 0.831538\n", + " 83.153770\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1063_R_75_10032_FH15\n", + " 0.742134\n", + " 74.213362\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1064_R_75_10032_10033\n", + " 0.831547\n", + " 83.154727\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1065_R_75_10032_FH15\n", + " 0.742134\n", + " 74.213362\n", " nahezu vollständig redundant\n", " \n", " \n", " 70_ZW_1_10009_10006\n", - " 0.935599\n", - " 93.559857\n", + " 0.992807\n", + " 99.280727\n", " nahezu vollständig redundant\n", " \n", " \n", " 71_ZW_1_10009_10010\n", - " 0.935339\n", - " 93.533913\n", + " 0.987337\n", + " 98.733665\n", " nahezu vollständig redundant\n", " \n", " \n", " 72_ZW_1_10009_10018\n", - " 0.935046\n", - " 93.504553\n", + " 0.991670\n", + " 99.166953\n", " nahezu vollständig redundant\n", " \n", " \n", " 73_ZW_1_10009_10008\n", - " 0.934685\n", - " 93.468501\n", + " 0.985277\n", + " 98.527686\n", " nahezu vollständig redundant\n", " \n", " \n", " 74_ZW_1_10009_10006\n", - " 0.935597\n", - " 93.559740\n", + " 0.992807\n", + " 99.280713\n", " nahezu vollständig redundant\n", " \n", " \n", " 75_ZW_1_10009_10010\n", - " 0.935341\n", - " 93.534067\n", + " 0.987337\n", + " 98.733695\n", " nahezu vollständig redundant\n", " \n", " \n", " 76_ZW_1_10009_10018\n", - " 0.935046\n", - " 93.504575\n", + " 0.991670\n", + " 99.166956\n", " nahezu vollständig redundant\n", " \n", " \n", " 77_ZW_1_10009_10008\n", - " 0.934685\n", - " 93.468531\n", + " 0.985277\n", + " 98.527693\n", " nahezu vollständig redundant\n", " \n", " \n", " 78_ZW_1_10009_10006\n", - " 0.935600\n", - " 93.559974\n", + " 0.992807\n", + " 99.280740\n", " nahezu vollständig redundant\n", " \n", " \n", " 79_ZW_1_10009_10010\n", - " 0.935341\n", - " 93.534111\n", + " 0.987337\n", + " 98.733704\n", " nahezu vollständig redundant\n", " \n", " \n", " 80_ZW_1_10009_10018\n", - " 0.935045\n", - " 93.504542\n", + " 0.991670\n", + " 99.166952\n", " nahezu vollständig redundant\n", " \n", " \n", " 81_ZW_1_10009_10008\n", - " 0.934687\n", - " 93.468678\n", + " 0.985277\n", + " 98.527726\n", " nahezu vollständig redundant\n", " \n", " \n", " 82_ZW_2_10006_10009\n", - " 0.935608\n", - " 93.560833\n", + " 0.992808\n", + " 99.280836\n", " nahezu vollständig redundant\n", " \n", " \n", " 83_ZW_2_10006_10005\n", - " 0.946169\n", - " 94.616935\n", + " 0.993105\n", + " 99.310539\n", " nahezu vollständig redundant\n", " \n", " \n", " 84_ZW_2_10006_10003\n", - " 0.950416\n", - " 95.041645\n", + " 0.986769\n", + " 98.676879\n", " nahezu vollständig redundant\n", " \n", " \n", " 85_ZW_2_10006_10004\n", - " 0.937173\n", - " 93.717263\n", + " 0.992376\n", + " 99.237595\n", " nahezu vollständig redundant\n", " \n", " \n", " 86_ZW_2_10006_10010\n", - " 0.940248\n", - " 94.024800\n", + " 0.992307\n", + " 99.230721\n", " nahezu vollständig redundant\n", " \n", " \n", " 87_ZW_2_10006_10018\n", - " 0.936745\n", - " 93.674491\n", + " 0.988714\n", + " 98.871433\n", " nahezu vollständig redundant\n", " \n", " \n", " 88_ZW_2_10006_10009\n", - " 0.935608\n", - " 93.560833\n", + " 0.992808\n", + " 99.280836\n", " nahezu vollständig redundant\n", " \n", " \n", " 89_ZW_2_10006_10005\n", - " 0.946170\n", - " 94.617046\n", + " 0.993106\n", + " 99.310553\n", " nahezu vollständig redundant\n", " \n", " \n", " 90_ZW_2_10006_10003\n", - " 0.950416\n", - " 95.041631\n", + " 0.986769\n", + " 98.676875\n", " nahezu vollständig redundant\n", " \n", " \n", " 91_ZW_2_10006_10004\n", - " 0.937174\n", - " 93.717394\n", + " 0.992376\n", + " 99.237611\n", " nahezu vollständig redundant\n", " \n", " \n", " 92_ZW_2_10006_10010\n", - " 0.940248\n", - " 94.024781\n", + " 0.992307\n", + " 99.230719\n", " nahezu vollständig redundant\n", " \n", " \n", " 93_ZW_2_10006_10018\n", - " 0.936745\n", - " 93.674524\n", + " 0.988714\n", + " 98.871439\n", " nahezu vollständig redundant\n", " \n", " \n", " 94_ZW_2_10006_10009\n", - " 0.935608\n", - " 93.560813\n", + " 0.992808\n", + " 99.280833\n", " nahezu vollständig redundant\n", " \n", " \n", " 95_ZW_2_10006_10005\n", - " 0.946169\n", - " 94.616949\n", + " 0.993105\n", + " 99.310541\n", " nahezu vollständig redundant\n", " \n", " \n", " 96_ZW_2_10006_10003\n", - " 0.950416\n", - " 95.041650\n", + " 0.986769\n", + " 98.676880\n", " nahezu vollständig redundant\n", " \n", " \n", " 97_ZW_2_10006_10004\n", - " 0.937173\n", - " 93.717276\n", + " 0.992376\n", + " 99.237597\n", " nahezu vollständig redundant\n", " \n", " \n", " 98_ZW_2_10006_10010\n", - " 0.940248\n", - " 94.024800\n", + " 0.992307\n", + " 99.230721\n", " nahezu vollständig redundant\n", " \n", " \n", " 99_ZW_2_10006_10018\n", - " 0.936745\n", - " 93.674524\n", + " 0.988714\n", + " 98.871439\n", " nahezu vollständig redundant\n", " \n", " \n", " 100_ZW_3_10008_10009\n", - " 0.934699\n", - " 93.469858\n", + " 0.985280\n", + " 98.527992\n", " nahezu vollständig redundant\n", " \n", " \n", " 101_ZW_3_10008_10007\n", - " 0.946175\n", - " 94.617545\n", + " 0.992985\n", + " 99.298541\n", " nahezu vollständig redundant\n", " \n", " \n", " 102_ZW_3_10008_10005\n", - " 0.952356\n", - " 95.235553\n", + " 0.993337\n", + " 99.333678\n", " nahezu vollständig redundant\n", " \n", " \n", " 103_ZW_3_10008_10009\n", - " 0.934699\n", - " 93.469917\n", + " 0.985280\n", + " 98.528005\n", " nahezu vollständig redundant\n", " \n", " \n", " 104_ZW_3_10008_10007\n", - " 0.946175\n", - " 94.617528\n", + " 0.992985\n", + " 99.298539\n", " nahezu vollständig redundant\n", " \n", " \n", " 105_ZW_3_10008_10005\n", - " 0.952355\n", - " 95.235535\n", + " 0.993337\n", + " 99.333675\n", " nahezu vollständig redundant\n", " \n", " \n", " 106_ZW_3_10008_10009\n", - " 0.934697\n", - " 93.469711\n", + " 0.985280\n", + " 98.527959\n", " nahezu vollständig redundant\n", " \n", " \n", " 107_ZW_3_10008_10007\n", - " 0.946175\n", - " 94.617511\n", + " 0.992985\n", + " 99.298536\n", " nahezu vollständig redundant\n", " \n", " \n", " 108_ZW_3_10008_10005\n", - " 0.952355\n", - " 95.235535\n", + " 0.993337\n", + " 99.333675\n", " nahezu vollständig redundant\n", " \n", " \n", " 109_ZW_4_10005_10008\n", - " 0.952355\n", - " 95.235465\n", + " 0.993337\n", + " 99.333665\n", " nahezu vollständig redundant\n", " \n", " \n", " 110_ZW_4_10005_10003\n", - " 0.952992\n", - " 95.299177\n", + " 0.986731\n", + " 98.673108\n", " nahezu vollständig redundant\n", " \n", " \n", " 111_ZW_4_10005_10001\n", - " 0.955100\n", - " 95.510042\n", + " 0.984791\n", + " 98.479079\n", " nahezu vollständig redundant\n", " \n", " \n", " 112_ZW_4_10005_10002\n", - " 0.961335\n", - " 96.133501\n", + " 0.987123\n", + " 98.712329\n", " nahezu vollständig redundant\n", " \n", " \n", " 113_ZW_4_10005_10004\n", - " 0.939313\n", - " 93.931291\n", + " 0.987771\n", + " 98.777126\n", " nahezu vollständig redundant\n", " \n", " \n", " 114_ZW_4_10005_10006\n", - " 0.946166\n", - " 94.616641\n", + " 0.993105\n", + " 99.310501\n", " nahezu vollständig redundant\n", " \n", " \n", " 115_ZW_4_10005_10008\n", - " 0.952355\n", - " 95.235482\n", + " 0.993337\n", + " 99.333668\n", " nahezu vollständig redundant\n", " \n", " \n", " 116_ZW_4_10005_10003\n", - " 0.952992\n", - " 95.299207\n", + " 0.986731\n", + " 98.673117\n", " nahezu vollständig redundant\n", " \n", " \n", " 117_ZW_4_10005_10001\n", - " 0.955101\n", - " 95.510051\n", + " 0.984791\n", + " 98.479082\n", " nahezu vollständig redundant\n", " \n", " \n", " 118_ZW_4_10005_10002\n", - " 0.961335\n", - " 96.133509\n", + " 0.987123\n", + " 98.712331\n", " nahezu vollständig redundant\n", " \n", " \n", " 119_ZW_4_10005_10004\n", - " 0.939311\n", - " 93.931078\n", + " 0.987771\n", + " 98.777083\n", " nahezu vollständig redundant\n", " \n", " \n", " 120_ZW_4_10005_10006\n", - " 0.946167\n", - " 94.616683\n", + " 0.993105\n", + " 99.310507\n", " nahezu vollständig redundant\n", " \n", " \n", " 121_ZW_4_10005_10008\n", - " 0.952354\n", - " 95.235358\n", + " 0.993337\n", + " 99.333651\n", " nahezu vollständig redundant\n", " \n", " \n", " 122_ZW_4_10005_10003\n", - " 0.952992\n", - " 95.299170\n", + " 0.986731\n", + " 98.673106\n", " nahezu vollständig redundant\n", " \n", " \n", " 123_ZW_4_10005_10001\n", - " 0.955101\n", - " 95.510056\n", + " 0.984791\n", + " 98.479084\n", " nahezu vollständig redundant\n", " \n", " \n", " 124_ZW_4_10005_10002\n", - " 0.961335\n", - " 96.133473\n", + " 0.987123\n", + " 98.712319\n", " nahezu vollständig redundant\n", " \n", " \n", " 125_ZW_4_10005_10004\n", - " 0.939313\n", - " 93.931291\n", + " 0.987771\n", + " 98.777126\n", " nahezu vollständig redundant\n", " \n", " \n", " 126_ZW_4_10005_10006\n", - " 0.946167\n", - " 94.616655\n", + " 0.993105\n", + " 99.310503\n", " nahezu vollständig redundant\n", " \n", " \n", " 127_ZW_5_10004_10005\n", - " 0.939327\n", - " 93.932739\n", + " 0.987774\n", + " 98.777418\n", " nahezu vollständig redundant\n", " \n", " \n", " 128_ZW_5_10004_10003\n", - " 0.941352\n", - " 94.135215\n", + " 0.983038\n", + " 98.303817\n", " nahezu vollständig redundant\n", " \n", " \n", " 129_ZW_5_10004_10002\n", - " 0.945895\n", - " 94.589504\n", + " 0.989273\n", + " 98.927287\n", " nahezu vollständig redundant\n", " \n", " \n", " 130_ZW_5_10004_10006\n", - " 0.937172\n", - " 93.717172\n", + " 0.992376\n", + " 99.237584\n", " nahezu vollständig redundant\n", " \n", " \n", " 131_ZW_5_10004_10005\n", - " 0.939327\n", - " 93.932739\n", + " 0.987774\n", + " 98.777418\n", " nahezu vollständig redundant\n", " \n", " \n", " 132_ZW_5_10004_10003\n", - " 0.941352\n", - " 94.135171\n", + " 0.983038\n", + " 98.303804\n", " nahezu vollständig redundant\n", " \n", " \n", " 133_ZW_5_10004_10002\n", - " 0.945895\n", - " 94.589510\n", + " 0.989273\n", + " 98.927288\n", " nahezu vollständig redundant\n", " \n", " \n", " 134_ZW_5_10004_10006\n", - " 0.937171\n", - " 93.717146\n", + " 0.992376\n", + " 99.237581\n", " nahezu vollständig redundant\n", " \n", " \n", " 135_ZW_5_10004_10005\n", - " 0.939328\n", - " 93.932782\n", + " 0.987774\n", + " 98.777426\n", " nahezu vollständig redundant\n", " \n", " \n", " 136_ZW_5_10004_10003\n", - " 0.941352\n", - " 94.135171\n", + " 0.983038\n", + " 98.303804\n", " nahezu vollständig redundant\n", " \n", " \n", " 137_ZW_5_10004_10002\n", - " 0.945895\n", - " 94.589504\n", + " 0.989273\n", + " 98.927287\n", " nahezu vollständig redundant\n", " \n", " \n", " 138_ZW_5_10004_10006\n", - " 0.937172\n", - " 93.717172\n", + " 0.992376\n", + " 99.237584\n", " nahezu vollständig redundant\n", " \n", " \n", " 139_ZW_6_10003_10004\n", - " 0.941349\n", - " 94.134941\n", + " 0.983037\n", + " 98.303738\n", " nahezu vollständig redundant\n", " \n", " \n", " 140_ZW_6_10003_10006\n", - " 0.950416\n", - " 95.041567\n", + " 0.986769\n", + " 98.676858\n", " nahezu vollständig redundant\n", " \n", " \n", " 141_ZW_6_10003_10005\n", - " 0.952992\n", - " 95.299155\n", + " 0.986731\n", + " 98.673102\n", " nahezu vollständig redundant\n", " \n", " \n", " 142_ZW_6_10003_10007\n", - " 0.941916\n", - " 94.191559\n", + " 0.993242\n", + " 99.324190\n", " nahezu vollständig redundant\n", " \n", " \n", " 143_ZW_6_10003_10016\n", - " 0.947251\n", - " 94.725077\n", + " 0.988779\n", + " 98.877941\n", " nahezu vollständig redundant\n", " \n", " \n", " 144_ZW_6_10003_10001\n", - " 0.953966\n", - " 95.396561\n", + " 0.988650\n", + " 98.865042\n", " nahezu vollständig redundant\n", " \n", " \n", " 145_ZW_6_10003_10002\n", - " 0.962274\n", - " 96.227386\n", + " 0.984161\n", + " 98.416107\n", " nahezu vollständig redundant\n", " \n", " \n", " 146_ZW_6_10003_10004\n", - " 0.941350\n", - " 94.135018\n", + " 0.983038\n", + " 98.303760\n", " nahezu vollständig redundant\n", " \n", " \n", " 147_ZW_6_10003_10006\n", - " 0.950415\n", - " 95.041515\n", + " 0.986768\n", + " 98.676844\n", " nahezu vollständig redundant\n", " \n", " \n", " 148_ZW_6_10003_10005\n", - " 0.952992\n", - " 95.299185\n", + " 0.986731\n", + " 98.673111\n", " nahezu vollständig redundant\n", " \n", " \n", " 149_ZW_6_10003_10007\n", - " 0.941916\n", - " 94.191559\n", + " 0.993242\n", + " 99.324190\n", " nahezu vollständig redundant\n", " \n", " \n", " 150_ZW_6_10003_10016\n", - " 0.947251\n", - " 94.725114\n", + " 0.988779\n", + " 98.877949\n", " nahezu vollständig redundant\n", " \n", " \n", " 151_ZW_6_10003_10001\n", - " 0.953965\n", - " 95.396526\n", + " 0.988650\n", + " 98.865033\n", " nahezu vollständig redundant\n", " \n", " \n", " 152_ZW_6_10003_10002\n", - " 0.962273\n", - " 96.227340\n", + " 0.984161\n", + " 98.416088\n", " nahezu vollständig redundant\n", " \n", " \n", " 153_ZW_6_10003_10004\n", - " 0.941350\n", - " 94.134963\n", + " 0.983037\n", + " 98.303744\n", " nahezu vollständig redundant\n", " \n", " \n", " 154_ZW_6_10003_10006\n", - " 0.950416\n", - " 95.041553\n", + " 0.986769\n", + " 98.676854\n", " nahezu vollständig redundant\n", " \n", " \n", " 155_ZW_6_10003_10005\n", - " 0.952991\n", - " 95.299117\n", + " 0.986731\n", + " 98.673092\n", " nahezu vollständig redundant\n", " \n", " \n", " 156_ZW_6_10003_10007\n", - " 0.941914\n", - " 94.191426\n", + " 0.993242\n", + " 99.324174\n", " nahezu vollständig redundant\n", " \n", " \n", " 157_ZW_6_10003_10016\n", - " 0.947251\n", - " 94.725105\n", + " 0.988779\n", + " 98.877947\n", " nahezu vollständig redundant\n", " \n", " \n", " 158_ZW_6_10003_10001\n", - " 0.953966\n", - " 95.396578\n", + " 0.988650\n", + " 98.865046\n", " nahezu vollständig redundant\n", " \n", " \n", " 159_ZW_6_10003_10002\n", - " 0.962274\n", - " 96.227352\n", + " 0.984161\n", + " 98.416093\n", " nahezu vollständig redundant\n", " \n", " \n", " 160_ZW_7_10002_10003\n", - " 0.962276\n", - " 96.227581\n", + " 0.984162\n", + " 98.416189\n", " nahezu vollständig redundant\n", " \n", " \n", " 161_ZW_7_10002_10001\n", - " 0.967367\n", - " 96.736665\n", + " 0.982029\n", + " 98.202945\n", " nahezu vollständig redundant\n", " \n", " \n", " 162_ZW_7_10002_10004\n", - " 0.945896\n", - " 94.589554\n", + " 0.989273\n", + " 98.927297\n", " nahezu vollständig redundant\n", " \n", " \n", " 163_ZW_7_10002_10006\n", - " 0.957590\n", - " 95.759033\n", + " 0.989453\n", + " 98.945311\n", " nahezu vollständig redundant\n", " \n", " \n", " 164_ZW_7_10002_10005\n", - " 0.961336\n", - " 96.133560\n", + " 0.987123\n", + " 98.712348\n", " nahezu vollständig redundant\n", " \n", " \n", " 165_ZW_7_10002_10003\n", - " 0.962277\n", - " 96.227650\n", + " 0.984162\n", + " 98.416218\n", " nahezu vollständig redundant\n", " \n", " \n", " 166_ZW_7_10002_10001\n", - " 0.967366\n", - " 96.736644\n", + " 0.982029\n", + " 98.202934\n", " nahezu vollständig redundant\n", " \n", " \n", " 167_ZW_7_10002_10004\n", - " 0.945896\n", - " 94.589560\n", + " 0.989273\n", + " 98.927298\n", " nahezu vollständig redundant\n", " \n", " \n", " 168_ZW_7_10002_10006\n", - " 0.957590\n", - " 95.759041\n", + " 0.989453\n", + " 98.945313\n", " nahezu vollständig redundant\n", " \n", " \n", " 169_ZW_7_10002_10005\n", - " 0.961336\n", - " 96.133567\n", + " 0.987124\n", + " 98.712351\n", " nahezu vollständig redundant\n", " \n", " \n", " 170_ZW_7_10002_10003\n", - " 0.962276\n", - " 96.227593\n", + " 0.984162\n", + " 98.416194\n", " nahezu vollständig redundant\n", " \n", " \n", " 171_ZW_7_10002_10001\n", - " 0.967367\n", - " 96.736665\n", + " 0.982029\n", + " 98.202945\n", " nahezu vollständig redundant\n", " \n", " \n", " 172_ZW_7_10002_10004\n", - " 0.945895\n", - " 94.589504\n", + " 0.989273\n", + " 98.927287\n", " nahezu vollständig redundant\n", " \n", " \n", " 173_ZW_7_10002_10006\n", - " 0.957591\n", - " 95.759053\n", + " 0.989453\n", + " 98.945316\n", " nahezu vollständig redundant\n", " \n", " \n", " 174_ZW_7_10002_10005\n", - " 0.961336\n", - " 96.133560\n", + " 0.987123\n", + " 98.712348\n", " nahezu vollständig redundant\n", " \n", " \n", " 175_ZW_8_10001_10002\n", - " 0.967364\n", - " 96.736445\n", + " 0.982028\n", + " 98.202824\n", " nahezu vollständig redundant\n", " \n", " \n", " 176_ZW_8_10001_10005\n", - " 0.955100\n", - " 95.510014\n", + " 0.984791\n", + " 98.479070\n", " nahezu vollständig redundant\n", " \n", " \n", " 177_ZW_8_10001_10003\n", - " 0.953965\n", - " 95.396503\n", + " 0.988650\n", + " 98.865027\n", " nahezu vollständig redundant\n", " \n", " \n", " 178_ZW_8_10001_10011\n", - " 0.934818\n", - " 93.481832\n", + " 0.987499\n", + " 98.749861\n", " nahezu vollständig redundant\n", " \n", " \n", " 179_ZW_8_10001_10002\n", - " 0.967365\n", - " 96.736486\n", + " 0.982028\n", + " 98.202847\n", " nahezu vollständig redundant\n", " \n", " \n", " 180_ZW_8_10001_10005\n", - " 0.955100\n", - " 95.510045\n", + " 0.984791\n", + " 98.479080\n", " nahezu vollständig redundant\n", " \n", " \n", " 181_ZW_8_10001_10003\n", - " 0.953966\n", - " 95.396561\n", + " 0.988650\n", + " 98.865042\n", " nahezu vollständig redundant\n", " \n", " \n", " 182_ZW_8_10001_10011\n", - " 0.934818\n", - " 93.481846\n", + " 0.987499\n", + " 98.749864\n", " nahezu vollständig redundant\n", " \n", " \n", " 183_ZW_8_10001_10002\n", - " 0.967365\n", - " 96.736493\n", + " 0.982029\n", + " 98.202851\n", " nahezu vollständig redundant\n", " \n", " \n", " 184_ZW_8_10001_10005\n", - " 0.955100\n", - " 95.510023\n", + " 0.984791\n", + " 98.479073\n", " nahezu vollständig redundant\n", " \n", " \n", " 185_ZW_8_10001_10003\n", - " 0.953966\n", - " 95.396572\n", + " 0.988650\n", + " 98.865044\n", " nahezu vollständig redundant\n", " \n", " \n", " 186_ZW_8_10001_10011\n", - " 0.934819\n", - " 93.481852\n", + " 0.987499\n", + " 98.749865\n", " nahezu vollständig redundant\n", " \n", " \n", " 187_ZW_9_10010_10006\n", - " 0.940251\n", - " 94.025068\n", + " 0.992308\n", + " 99.230756\n", " nahezu vollständig redundant\n", " \n", " \n", " 188_ZW_9_10010_10026\n", - " 0.947850\n", - " 94.784982\n", + " 0.989585\n", + " 98.958465\n", " nahezu vollständig redundant\n", " \n", " \n", " 189_ZW_9_10010_10027\n", - " 0.944770\n", - " 94.477041\n", + " 0.983557\n", + " 98.355697\n", " nahezu vollständig redundant\n", " \n", " \n", " 190_ZW_9_10010_10018\n", - " 0.942622\n", - " 94.262228\n", + " 0.984438\n", + " 98.443772\n", " nahezu vollständig redundant\n", " \n", " \n", " 191_ZW_9_10010_10009\n", - " 0.935353\n", - " 93.535321\n", + " 0.987339\n", + " 98.733941\n", " nahezu vollständig redundant\n", " \n", " \n", " 192_ZW_9_10010_10006\n", - " 0.940251\n", - " 94.025126\n", + " 0.992308\n", + " 99.230763\n", " nahezu vollständig redundant\n", " \n", " \n", " 193_ZW_9_10010_10026\n", - " 0.947850\n", - " 94.784965\n", + " 0.989585\n", + " 98.958462\n", " nahezu vollständig redundant\n", " \n", " \n", " 194_ZW_9_10010_10027\n", - " 0.944771\n", - " 94.477069\n", + " 0.983557\n", + " 98.355705\n", " nahezu vollständig redundant\n", " \n", " \n", " 195_ZW_9_10010_10018\n", - " 0.942622\n", - " 94.262191\n", + " 0.984438\n", + " 98.443762\n", " nahezu vollständig redundant\n", " \n", " \n", " 196_ZW_9_10010_10009\n", - " 0.935354\n", - " 93.535365\n", + " 0.987339\n", + " 98.733949\n", " nahezu vollständig redundant\n", " \n", " \n", " 197_ZW_9_10010_10006\n", - " 0.940250\n", - " 94.024992\n", + " 0.992307\n", + " 99.230746\n", " nahezu vollständig redundant\n", " \n", " \n", " 198_ZW_9_10010_10026\n", - " 0.947849\n", - " 94.784897\n", + " 0.989584\n", + " 98.958448\n", " nahezu vollständig redundant\n", " \n", " \n", " 199_ZW_9_10010_10027\n", - " 0.944771\n", - " 94.477088\n", + " 0.983557\n", + " 98.355711\n", " nahezu vollständig redundant\n", " \n", " \n", " 200_ZW_9_10010_10018\n", - " 0.942622\n", - " 94.262173\n", + " 0.984438\n", + " 98.443757\n", " nahezu vollständig redundant\n", " \n", " \n", " 201_ZW_9_10010_10009\n", - " 0.935354\n", - " 93.535387\n", + " 0.987340\n", + " 98.733954\n", " nahezu vollständig redundant\n", " \n", " \n", " 202_ZW_10_10018_10010\n", - " 0.942615\n", - " 94.261469\n", + " 0.984436\n", + " 98.443566\n", " nahezu vollständig redundant\n", " \n", " \n", " 203_ZW_10_10018_10026\n", - " 0.948431\n", - " 94.843123\n", + " 0.983646\n", + " 98.364585\n", " nahezu vollständig redundant\n", " \n", " \n", " 204_ZW_10_10018_10043\n", - " 0.936560\n", - " 93.656027\n", + " 0.980004\n", + " 98.000411\n", " nahezu vollständig redundant\n", " \n", " \n", " 205_ZW_10_10018_10027\n", - " 0.944569\n", - " 94.456884\n", + " 0.987976\n", + " 98.797619\n", " nahezu vollständig redundant\n", " \n", " \n", " 206_ZW_10_10018_10009\n", - " 0.935046\n", - " 93.504597\n", + " 0.991670\n", + " 99.166959\n", " nahezu vollständig redundant\n", " \n", " \n", " 207_ZW_10_10018_10010\n", - " 0.942615\n", - " 94.261450\n", + " 0.984436\n", + " 98.443561\n", " nahezu vollständig redundant\n", " \n", " \n", " 208_ZW_10_10018_10026\n", - " 0.948431\n", - " 94.843057\n", + " 0.983646\n", + " 98.364564\n", " nahezu vollständig redundant\n", " \n", " \n", " 209_ZW_10_10018_10043\n", - " 0.936560\n", - " 93.656009\n", + " 0.980004\n", + " 98.000405\n", " nahezu vollständig redundant\n", " \n", " \n", " 210_ZW_10_10018_10027\n", - " 0.944569\n", - " 94.456891\n", + " 0.987976\n", + " 98.797620\n", " nahezu vollständig redundant\n", " \n", " \n", " 211_ZW_10_10018_10009\n", - " 0.935046\n", - " 93.504608\n", + " 0.991670\n", + " 99.166960\n", " nahezu vollständig redundant\n", " \n", " \n", " 212_ZW_10_10018_10010\n", - " 0.942614\n", - " 94.261376\n", + " 0.984435\n", + " 98.443541\n", " nahezu vollständig redundant\n", " \n", " \n", " 213_ZW_10_10018_10026\n", - " 0.948431\n", - " 94.843073\n", + " 0.983646\n", + " 98.364569\n", " nahezu vollständig redundant\n", " \n", " \n", " 214_ZW_10_10018_10043\n", - " 0.936560\n", - " 93.656027\n", + " 0.980004\n", + " 98.000411\n", " nahezu vollständig redundant\n", " \n", " \n", " 215_ZW_10_10018_10027\n", - " 0.944569\n", - " 94.456857\n", + " 0.987976\n", + " 98.797613\n", " nahezu vollständig redundant\n", " \n", " \n", " 216_ZW_10_10018_10009\n", - " 0.935046\n", - " 93.504586\n", + " 0.991670\n", + " 99.166957\n", " nahezu vollständig redundant\n", " \n", " \n", " 217_ZW_11_10026_10018\n", - " 0.948438\n", - " 94.843847\n", + " 0.983648\n", + " 98.364814\n", " nahezu vollständig redundant\n", " \n", " \n", " 218_ZW_11_10026_10010\n", - " 0.947850\n", - " 94.784956\n", + " 0.989585\n", + " 98.958460\n", " nahezu vollständig redundant\n", " \n", " \n", " 219_ZW_11_10026_10043\n", - " 0.955409\n", - " 95.540884\n", + " 0.988472\n", + " 98.847172\n", " nahezu vollständig redundant\n", " \n", " \n", " 220_ZW_11_10026_10044\n", - " 0.976318\n", - " 97.631843\n", + " 0.990019\n", + " 99.001869\n", " nahezu vollständig redundant\n", " \n", " \n", " 221_ZW_11_10026_10027\n", - " 0.958400\n", - " 95.839964\n", + " 0.983961\n", + " 98.396149\n", " nahezu vollständig redundant\n", " \n", " \n", " 222_ZW_11_10026_10021\n", - " 0.943810\n", - " 94.380968\n", + " 0.993079\n", + " 99.307902\n", " nahezu vollständig redundant\n", " \n", " \n", " 223_ZW_11_10026_10020\n", - " 0.944031\n", - " 94.403086\n", + " 0.993441\n", + " 99.344061\n", " nahezu vollständig redundant\n", " \n", " \n", " 224_ZW_11_10026_10018\n", - " 0.948439\n", - " 94.843896\n", + " 0.983648\n", + " 98.364830\n", " nahezu vollständig redundant\n", " \n", " \n", " 225_ZW_11_10026_10010\n", - " 0.947850\n", - " 94.784998\n", + " 0.989585\n", + " 98.958468\n", " nahezu vollständig redundant\n", " \n", " \n", " 226_ZW_11_10026_10043\n", - " 0.955409\n", - " 95.540907\n", + " 0.988472\n", + " 98.847178\n", " nahezu vollständig redundant\n", " \n", " \n", " 227_ZW_11_10026_10044\n", - " 0.976318\n", - " 97.631848\n", + " 0.990019\n", + " 99.001871\n", " nahezu vollständig redundant\n", " \n", " \n", " 228_ZW_11_10026_10027\n", - " 0.958400\n", - " 95.839964\n", + " 0.983961\n", + " 98.396149\n", " nahezu vollständig redundant\n", " \n", " \n", " 229_ZW_11_10026_10021\n", - " 0.943810\n", - " 94.380968\n", + " 0.993079\n", + " 99.307902\n", " nahezu vollständig redundant\n", " \n", " \n", " 230_ZW_11_10026_10020\n", - " 0.944030\n", - " 94.403026\n", + " 0.993441\n", + " 99.344054\n", " nahezu vollständig redundant\n", " \n", " \n", " 231_ZW_11_10026_10018\n", - " 0.948439\n", - " 94.843880\n", + " 0.983648\n", + " 98.364825\n", " nahezu vollständig redundant\n", " \n", " \n", " 232_ZW_11_10026_10010\n", - " 0.947850\n", - " 94.784956\n", + " 0.989585\n", + " 98.958460\n", " nahezu vollständig redundant\n", " \n", " \n", " 233_ZW_11_10026_10043\n", - " 0.955409\n", - " 95.540875\n", + " 0.988472\n", + " 98.847170\n", " nahezu vollständig redundant\n", " \n", " \n", " 234_ZW_11_10026_10044\n", - " 0.976318\n", - " 97.631846\n", + " 0.990019\n", + " 99.001870\n", " nahezu vollständig redundant\n", " \n", " \n", " 235_ZW_11_10026_10027\n", - " 0.958399\n", - " 95.839904\n", + " 0.983961\n", + " 98.396126\n", " nahezu vollständig redundant\n", " \n", " \n", " 236_ZW_11_10026_10021\n", - " 0.943809\n", - " 94.380910\n", + " 0.993079\n", + " 99.307895\n", " nahezu vollständig redundant\n", " \n", " \n", " 237_ZW_11_10026_10020\n", - " 0.944030\n", - " 94.402996\n", + " 0.993441\n", + " 99.344050\n", " nahezu vollständig redundant\n", " \n", " \n", " 238_ZW_12_10021_10026\n", - " 0.943811\n", - " 94.381104\n", + " 0.993079\n", + " 99.307919\n", " nahezu vollständig redundant\n", " \n", " \n", " 239_ZW_12_10021_10024\n", - " 0.948916\n", - " 94.891575\n", + " 0.988227\n", + " 98.822677\n", " nahezu vollständig redundant\n", " \n", " \n", " 240_ZW_12_10021_10025\n", - " 0.956737\n", - " 95.673657\n", + " 0.987233\n", + " 98.723344\n", " nahezu vollständig redundant\n", " \n", " \n", " 241_ZW_12_10021_10022\n", - " 0.948748\n", - " 94.874839\n", + " 0.993724\n", + " 99.372414\n", " nahezu vollständig redundant\n", " \n", " \n", " 242_ZW_12_10021_10023\n", - " 0.948829\n", - " 94.882896\n", + " 0.990175\n", + " 99.017484\n", " nahezu vollständig redundant\n", " \n", " \n", " 243_ZW_12_10021_10020\n", - " 0.958156\n", - " 95.815593\n", + " 0.989264\n", + " 98.926352\n", " nahezu vollständig redundant\n", " \n", " \n", " 244_ZW_12_10021_10019\n", - " 0.938527\n", - " 93.852653\n", + " 0.986629\n", + " 98.662898\n", " nahezu vollständig redundant\n", " \n", " \n", " 245_ZW_12_10021_10026\n", - " 0.943811\n", - " 94.381143\n", + " 0.993079\n", + " 99.307924\n", " nahezu vollständig redundant\n", " \n", " \n", " 246_ZW_12_10021_10024\n", - " 0.948916\n", - " 94.891554\n", + " 0.988227\n", + " 98.822672\n", " nahezu vollständig redundant\n", " \n", " \n", " 247_ZW_12_10021_10025\n", - " 0.956737\n", - " 95.673668\n", + " 0.987233\n", + " 98.723348\n", " nahezu vollständig redundant\n", " \n", " \n", " 248_ZW_12_10021_10022\n", - " 0.948746\n", - " 94.874606\n", + " 0.993724\n", + " 99.372386\n", " nahezu vollständig redundant\n", " \n", " \n", " 249_ZW_12_10021_10023\n", - " 0.948827\n", - " 94.882736\n", + " 0.990175\n", + " 99.017454\n", " nahezu vollständig redundant\n", " \n", " \n", " 250_ZW_12_10021_10020\n", - " 0.958157\n", - " 95.815745\n", + " 0.989264\n", + " 98.926391\n", " nahezu vollständig redundant\n", " \n", " \n", " 251_ZW_12_10021_10019\n", - " 0.938526\n", - " 93.852593\n", + " 0.986629\n", + " 98.662885\n", " nahezu vollständig redundant\n", " \n", " \n", " 252_ZW_12_10021_10026\n", - " 0.943811\n", - " 94.381104\n", + " 0.993079\n", + " 99.307919\n", " nahezu vollständig redundant\n", " \n", " \n", " 253_ZW_12_10021_10024\n", - " 0.948915\n", - " 94.891489\n", + " 0.988227\n", + " 98.822657\n", " nahezu vollständig redundant\n", " \n", " \n", " 254_ZW_12_10021_10025\n", - " 0.956737\n", - " 95.673657\n", + " 0.987233\n", + " 98.723344\n", " nahezu vollständig redundant\n", " \n", " \n", " 255_ZW_12_10021_10022\n", - " 0.948746\n", - " 94.874606\n", + " 0.993724\n", + " 99.372386\n", " nahezu vollständig redundant\n", " \n", " \n", " 256_ZW_12_10021_10023\n", - " 0.948826\n", - " 94.882576\n", + " 0.990174\n", + " 99.017423\n", " nahezu vollständig redundant\n", " \n", " \n", " 257_ZW_12_10021_10020\n", - " 0.958157\n", - " 95.815694\n", + " 0.989264\n", + " 98.926378\n", " nahezu vollständig redundant\n", " \n", " \n", " 258_ZW_12_10021_10019\n", - " 0.938526\n", - " 93.852573\n", + " 0.986629\n", + " 98.662881\n", " nahezu vollständig redundant\n", " \n", " \n", " 259_ZW_13_10020_10021\n", - " 0.958145\n", - " 95.814533\n", + " 0.989261\n", + " 98.926080\n", " nahezu vollständig redundant\n", " \n", " \n", " 260_ZW_13_10020_10022\n", - " 0.948750\n", - " 94.875016\n", + " 0.986539\n", + " 98.653883\n", " nahezu vollständig redundant\n", " \n", " \n", " 261_ZW_13_10020_10024\n", - " 0.948938\n", - " 94.893795\n", + " 0.984937\n", + " 98.493714\n", " nahezu vollständig redundant\n", " \n", " \n", " 262_ZW_13_10020_10025\n", - " 0.956733\n", - " 95.673276\n", + " 0.985495\n", + " 98.549453\n", " nahezu vollständig redundant\n", " \n", " \n", " 263_ZW_13_10020_10023\n", - " 0.948802\n", - " 94.880193\n", + " 0.985203\n", + " 98.520263\n", " nahezu vollständig redundant\n", " \n", " \n", " 264_ZW_13_10020_10019\n", - " 0.938326\n", - " 93.832575\n", + " 0.993290\n", + " 99.328994\n", " nahezu vollständig redundant\n", " \n", " \n", " 265_ZW_13_10020_10026\n", - " 0.944031\n", - " 94.403130\n", + " 0.993441\n", + " 99.344066\n", " nahezu vollständig redundant\n", " \n", " \n", " 266_ZW_13_10020_10021\n", - " 0.958145\n", - " 95.814533\n", + " 0.989261\n", + " 98.926080\n", " nahezu vollständig redundant\n", " \n", " \n", " 267_ZW_13_10020_10022\n", - " 0.948748\n", - " 94.874781\n", + " 0.986538\n", + " 98.653822\n", " nahezu vollständig redundant\n", " \n", " \n", " 268_ZW_13_10020_10024\n", - " 0.948938\n", - " 94.893774\n", + " 0.984937\n", + " 98.493708\n", " nahezu vollständig redundant\n", " \n", " \n", " 269_ZW_13_10020_10025\n", - " 0.956733\n", - " 95.673265\n", + " 0.985494\n", + " 98.549450\n", " nahezu vollständig redundant\n", " \n", " \n", " 270_ZW_13_10020_10023\n", - " 0.948802\n", - " 94.880230\n", + " 0.985203\n", + " 98.520274\n", " nahezu vollständig redundant\n", " \n", " \n", " 271_ZW_13_10020_10019\n", - " 0.938326\n", - " 93.832631\n", + " 0.993290\n", + " 99.329000\n", " nahezu vollständig redundant\n", " \n", " \n", " 272_ZW_13_10020_10026\n", - " 0.944031\n", - " 94.403116\n", + " 0.993441\n", + " 99.344064\n", " nahezu vollständig redundant\n", " \n", " \n", " 273_ZW_13_10020_10021\n", - " 0.958149\n", - " 95.814887\n", + " 0.989262\n", + " 98.926170\n", " nahezu vollständig redundant\n", " \n", " \n", " 274_ZW_13_10020_10022\n", - " 0.948746\n", - " 94.874605\n", + " 0.986538\n", + " 98.653776\n", " nahezu vollständig redundant\n", " \n", " \n", " 275_ZW_13_10020_10024\n", - " 0.948938\n", - " 94.893795\n", + " 0.984937\n", + " 98.493714\n", " nahezu vollständig redundant\n", " \n", " \n", " 276_ZW_13_10020_10025\n", - " 0.956733\n", - " 95.673276\n", + " 0.985495\n", + " 98.549453\n", " nahezu vollständig redundant\n", " \n", " \n", " 277_ZW_13_10020_10023\n", - " 0.948804\n", - " 94.880379\n", + " 0.985203\n", + " 98.520317\n", " nahezu vollständig redundant\n", " \n", " \n", " 278_ZW_13_10020_10019\n", - " 0.938326\n", - " 93.832631\n", + " 0.993290\n", + " 99.329000\n", " nahezu vollständig redundant\n", " \n", " \n", " 279_ZW_13_10020_10026\n", - " 0.944030\n", - " 94.403026\n", + " 0.993441\n", + " 99.344054\n", " nahezu vollständig redundant\n", " \n", " \n", " 280_ZW_14_10019_10020\n", - " 0.938335\n", - " 93.833468\n", + " 0.993291\n", + " 99.329091\n", " nahezu vollständig redundant\n", " \n", " \n", " 281_ZW_14_10019_10033\n", - " 0.930253\n", - " 93.025330\n", + " 0.984881\n", + " 98.488126\n", " nahezu vollständig redundant\n", " \n", " \n", " 282_ZW_14_10019_10017\n", - " 0.930910\n", - " 93.091042\n", + " 0.992933\n", + " 99.293284\n", " nahezu vollständig redundant\n", " \n", " \n", " 283_ZW_14_10019_10026\n", - " 0.939849\n", - " 93.984869\n", + " 0.990340\n", + " 99.034034\n", " nahezu vollständig redundant\n", " \n", " \n", " 284_ZW_14_10019_10021\n", - " 0.938530\n", - " 93.853037\n", + " 0.986630\n", + " 98.662982\n", " nahezu vollständig redundant\n", " \n", " \n", " 285_ZW_14_10019_10020\n", - " 0.938336\n", - " 93.833552\n", + " 0.993291\n", + " 99.329101\n", " nahezu vollständig redundant\n", " \n", " \n", " 286_ZW_14_10019_10033\n", - " 0.930253\n", - " 93.025313\n", + " 0.984881\n", + " 98.488122\n", " nahezu vollständig redundant\n", " \n", " \n", " 287_ZW_14_10019_10017\n", - " 0.930912\n", - " 93.091153\n", + " 0.992933\n", + " 99.293295\n", " nahezu vollständig redundant\n", " \n", " \n", " 288_ZW_14_10019_10026\n", - " 0.939848\n", - " 93.984839\n", + " 0.990340\n", + " 99.034029\n", " nahezu vollständig redundant\n", " \n", " \n", " 289_ZW_14_10019_10021\n", - " 0.938531\n", - " 93.853097\n", + " 0.986630\n", + " 98.662995\n", " nahezu vollständig redundant\n", " \n", " \n", " 290_ZW_14_10019_10020\n", - " 0.938335\n", - " 93.833468\n", + " 0.993291\n", + " 99.329091\n", " nahezu vollständig redundant\n", " \n", " \n", " 291_ZW_14_10019_10033\n", - " 0.930254\n", - " 93.025379\n", + " 0.984881\n", + " 98.488136\n", " nahezu vollständig redundant\n", " \n", " \n", " 292_ZW_14_10019_10017\n", - " 0.930909\n", - " 93.090932\n", + " 0.992933\n", + " 99.293273\n", " nahezu vollständig redundant\n", " \n", " \n", " 293_ZW_14_10019_10026\n", - " 0.939847\n", - " 93.984730\n", + " 0.990340\n", + " 99.034011\n", " nahezu vollständig redundant\n", " \n", " \n", " 294_ZW_14_10019_10021\n", - " 0.938530\n", - " 93.852976\n", + " 0.986630\n", + " 98.662969\n", " nahezu vollständig redundant\n", " \n", " \n", " 295_ZW_15_10027_10026\n", - " 0.958401\n", - " 95.840110\n", + " 0.983962\n", + " 98.396205\n", " nahezu vollständig redundant\n", " \n", " \n", " 296_ZW_15_10027_10010\n", - " 0.944770\n", - " 94.476956\n", + " 0.983557\n", + " 98.355671\n", " nahezu vollständig redundant\n", " \n", " \n", " 297_ZW_15_10027_10018\n", - " 0.944567\n", - " 94.456658\n", + " 0.987976\n", + " 98.797570\n", " nahezu vollständig redundant\n", " \n", " \n", " 298_ZW_15_10027_10043\n", - " 0.944024\n", - " 94.402428\n", + " 0.979179\n", + " 97.917913\n", " nahezu vollständig redundant\n", " \n", " \n", " 299_ZW_15_10027_10044\n", - " 0.958134\n", - " 95.813426\n", + " 0.985202\n", + " 98.520212\n", " nahezu vollständig redundant\n", " \n", " \n", " 300_ZW_15_10027_10025\n", - " 0.930937\n", - " 93.093705\n", + " 0.976658\n", + " 97.665798\n", " nahezu vollständig redundant\n", " \n", " \n", " 301_ZW_15_10027_10026\n", - " 0.958401\n", - " 95.840058\n", + " 0.983962\n", + " 98.396185\n", " nahezu vollständig redundant\n", " \n", " \n", " 302_ZW_15_10027_10010\n", - " 0.944769\n", - " 94.476942\n", + " 0.983557\n", + " 98.355667\n", " nahezu vollständig redundant\n", " \n", " \n", " 303_ZW_15_10027_10018\n", - " 0.944567\n", - " 94.456720\n", + " 0.987976\n", + " 98.797583\n", " nahezu vollständig redundant\n", " \n", " \n", " 304_ZW_15_10027_10043\n", - " 0.944024\n", - " 94.402392\n", + " 0.979179\n", + " 97.917900\n", " nahezu vollständig redundant\n", " \n", " \n", " 305_ZW_15_10027_10044\n", - " 0.958134\n", - " 95.813426\n", + " 0.985202\n", + " 98.520212\n", " nahezu vollständig redundant\n", " \n", " \n", " 306_ZW_15_10027_10025\n", - " 0.930937\n", - " 93.093738\n", + " 0.976658\n", + " 97.665809\n", " nahezu vollständig redundant\n", " \n", " \n", " 307_ZW_15_10027_10026\n", - " 0.958400\n", - " 95.840041\n", + " 0.983962\n", + " 98.396179\n", " nahezu vollständig redundant\n", " \n", " \n", " 308_ZW_15_10027_10010\n", - " 0.944769\n", - " 94.476942\n", + " 0.983557\n", + " 98.355667\n", " nahezu vollständig redundant\n", " \n", " \n", " 309_ZW_15_10027_10018\n", - " 0.944567\n", - " 94.456686\n", + " 0.987976\n", + " 98.797576\n", " nahezu vollständig redundant\n", " \n", " \n", " 310_ZW_15_10027_10043\n", - " 0.944023\n", - " 94.402332\n", + " 0.979179\n", + " 97.917878\n", " nahezu vollständig redundant\n", " \n", " \n", " 311_ZW_15_10027_10044\n", - " 0.958134\n", - " 95.813416\n", + " 0.985202\n", + " 98.520209\n", " nahezu vollständig redundant\n", " \n", " \n", " 312_ZW_15_10027_10025\n", - " 0.930940\n", - " 93.093972\n", + " 0.976659\n", + " 97.665888\n", " nahezu vollständig redundant\n", " \n", " \n", " 313_ZW_16_10022_10021\n", - " 0.948750\n", - " 94.875014\n", + " 0.993724\n", + " 99.372436\n", " nahezu vollständig redundant\n", " \n", " \n", " 314_ZW_16_10022_10024\n", - " 0.944421\n", - " 94.442055\n", + " 0.990194\n", + " 99.019441\n", " nahezu vollständig redundant\n", " \n", " \n", " 315_ZW_16_10022_10025\n", - " 0.948405\n", - " 94.840542\n", + " 0.987870\n", + " 98.787049\n", " nahezu vollständig redundant\n", " \n", " \n", " 316_ZW_16_10022_10023\n", - " 0.944376\n", - " 94.437640\n", + " 0.993854\n", + " 99.385413\n", " nahezu vollständig redundant\n", " \n", " \n", " 317_ZW_16_10022_10020\n", - " 0.948760\n", - " 94.876012\n", + " 0.986541\n", + " 98.654145\n", " nahezu vollständig redundant\n", " \n", " \n", " 318_ZW_16_10022_10021\n", - " 0.948748\n", - " 94.874781\n", + " 0.993724\n", + " 99.372407\n", " nahezu vollständig redundant\n", " \n", " \n", " 319_ZW_16_10022_10024\n", - " 0.944418\n", - " 94.441786\n", + " 0.990194\n", + " 99.019393\n", " nahezu vollständig redundant\n", " \n", " \n", " 320_ZW_16_10022_10025\n", - " 0.948406\n", - " 94.840576\n", + " 0.987871\n", + " 98.787057\n", " nahezu vollständig redundant\n", " \n", " \n", " 321_ZW_16_10022_10023\n", - " 0.944376\n", - " 94.437640\n", + " 0.993854\n", + " 99.385413\n", " nahezu vollständig redundant\n", " \n", " \n", " 322_ZW_16_10022_10020\n", - " 0.948757\n", - " 94.875719\n", + " 0.986541\n", + " 98.654068\n", " nahezu vollständig redundant\n", " \n", " \n", " 323_ZW_16_10022_10021\n", - " 0.948748\n", - " 94.874781\n", + " 0.993724\n", + " 99.372407\n", " nahezu vollständig redundant\n", " \n", " \n", " 324_ZW_16_10022_10024\n", - " 0.944416\n", - " 94.441618\n", + " 0.990194\n", + " 99.019364\n", " nahezu vollständig redundant\n", " \n", " \n", " 325_ZW_16_10022_10025\n", - " 0.948406\n", - " 94.840576\n", + " 0.987871\n", + " 98.787057\n", " nahezu vollständig redundant\n", " \n", " \n", " 326_ZW_16_10022_10023\n", - " 0.944373\n", - " 94.437254\n", + " 0.993854\n", + " 99.385371\n", " nahezu vollständig redundant\n", " \n", " \n", " 327_ZW_16_10022_10020\n", - " 0.948758\n", - " 94.875837\n", + " 0.986541\n", + " 98.654099\n", " nahezu vollständig redundant\n", " \n", " \n", " 328_ZW_17_10023_10022\n", - " 0.944336\n", - " 94.433627\n", + " 0.993850\n", + " 99.384970\n", " nahezu vollständig redundant\n", " \n", " \n", " 329_ZW_17_10023_10024\n", - " 0.944385\n", - " 94.438456\n", + " 0.993629\n", + " 99.362900\n", " nahezu vollständig redundant\n", " \n", " \n", " 330_ZW_17_10023_10025\n", - " 0.948290\n", - " 94.829033\n", + " 0.989636\n", + " 98.963649\n", " nahezu vollständig redundant\n", " \n", " \n", " 331_ZW_17_10023_10020\n", - " 0.948796\n", - " 94.879561\n", + " 0.985201\n", + " 98.520080\n", " nahezu vollständig redundant\n", " \n", " \n", " 332_ZW_17_10023_10021\n", - " 0.948818\n", - " 94.881840\n", + " 0.990173\n", + " 99.017282\n", " nahezu vollständig redundant\n", " \n", " \n", " 333_ZW_17_10023_10022\n", - " 0.944330\n", - " 94.433010\n", + " 0.993849\n", + " 99.384902\n", " nahezu vollständig redundant\n", " \n", " \n", " 334_ZW_17_10023_10024\n", - " 0.944382\n", - " 94.438157\n", + " 0.993629\n", + " 99.362866\n", " nahezu vollständig redundant\n", " \n", " \n", " 335_ZW_17_10023_10025\n", - " 0.948291\n", - " 94.829096\n", + " 0.989637\n", + " 98.963662\n", " nahezu vollständig redundant\n", " \n", " \n", " 336_ZW_17_10023_10020\n", - " 0.948796\n", - " 94.879561\n", + " 0.985201\n", + " 98.520080\n", " nahezu vollständig redundant\n", " \n", " \n", " 337_ZW_17_10023_10021\n", - " 0.948819\n", - " 94.881936\n", + " 0.990173\n", + " 99.017300\n", " nahezu vollständig redundant\n", " \n", " \n", " 338_ZW_17_10023_10022\n", - " 0.944329\n", - " 94.432933\n", + " 0.993849\n", + " 99.384893\n", " nahezu vollständig redundant\n", " \n", " \n", " 339_ZW_17_10023_10024\n", - " 0.944384\n", - " 94.438371\n", + " 0.993629\n", + " 99.362890\n", " nahezu vollständig redundant\n", " \n", " \n", " 340_ZW_17_10023_10025\n", - " 0.948291\n", - " 94.829096\n", + " 0.989637\n", + " 98.963662\n", " nahezu vollständig redundant\n", " \n", " \n", " 341_ZW_17_10023_10020\n", - " 0.948794\n", - " 94.879375\n", + " 0.985200\n", + " 98.520027\n", " nahezu vollständig redundant\n", " \n", " \n", " 342_ZW_17_10023_10021\n", - " 0.948820\n", - " 94.881968\n", + " 0.990173\n", + " 99.017306\n", " nahezu vollständig redundant\n", " \n", " \n", " 343_ZW_18_10024_10023\n", - " 0.944400\n", - " 94.439952\n", + " 0.993631\n", + " 99.363071\n", " nahezu vollständig redundant\n", " \n", " \n", " 344_ZW_18_10024_10020\n", - " 0.948939\n", - " 94.893875\n", + " 0.984937\n", + " 98.493738\n", " nahezu vollständig redundant\n", " \n", " \n", " 345_ZW_18_10024_10022\n", - " 0.944420\n", - " 94.441988\n", + " 0.990194\n", + " 99.019429\n", " nahezu vollständig redundant\n", " \n", " \n", " 346_ZW_18_10024_10021\n", - " 0.948916\n", - " 94.891575\n", + " 0.988227\n", + " 98.822677\n", " nahezu vollständig redundant\n", " \n", " \n", " 347_ZW_18_10024_10025\n", - " 0.948123\n", - " 94.812269\n", + " 0.993346\n", + " 99.334559\n", " nahezu vollständig redundant\n", " \n", " \n", " 348_ZW_18_10024_10023\n", - " 0.944400\n", - " 94.439995\n", + " 0.993631\n", + " 99.363076\n", " nahezu vollständig redundant\n", " \n", " \n", " 349_ZW_18_10024_10020\n", - " 0.948937\n", - " 94.893734\n", + " 0.984937\n", + " 98.493696\n", " nahezu vollständig redundant\n", " \n", " \n", " 350_ZW_18_10024_10022\n", - " 0.944423\n", - " 94.442256\n", + " 0.990195\n", + " 99.019476\n", " nahezu vollständig redundant\n", " \n", " \n", " 351_ZW_18_10024_10021\n", - " 0.948916\n", - " 94.891640\n", + " 0.988227\n", + " 98.822692\n", " nahezu vollständig redundant\n", " \n", " \n", " 352_ZW_18_10024_10025\n", - " 0.948125\n", - " 94.812476\n", + " 0.993346\n", + " 99.334586\n", " nahezu vollständig redundant\n", " \n", " \n", " 353_ZW_18_10024_10023\n", - " 0.944400\n", - " 94.439952\n", + " 0.993631\n", + " 99.363071\n", " nahezu vollständig redundant\n", " \n", " \n", " 354_ZW_18_10024_10020\n", - " 0.948938\n", - " 94.893815\n", + " 0.984937\n", + " 98.493720\n", " nahezu vollständig redundant\n", " \n", " \n", " 355_ZW_18_10024_10022\n", - " 0.944421\n", - " 94.442088\n", + " 0.990194\n", + " 99.019447\n", " nahezu vollständig redundant\n", " \n", " \n", " 356_ZW_18_10024_10021\n", - " 0.948916\n", - " 94.891618\n", + " 0.988227\n", + " 98.822687\n", " nahezu vollständig redundant\n", " \n", " \n", " 357_ZW_18_10024_10025\n", - " 0.948124\n", - " 94.812407\n", + " 0.993346\n", + " 99.334577\n", " nahezu vollständig redundant\n", " \n", " \n", " 358_ZW_19_10025_10024\n", - " 0.948103\n", - " 94.810265\n", + " 0.993343\n", + " 99.334302\n", " nahezu vollständig redundant\n", " \n", " \n", " 359_ZW_19_10025_10021\n", - " 0.956736\n", - " 95.673646\n", + " 0.987233\n", + " 98.723341\n", " nahezu vollständig redundant\n", " \n", " \n", " 360_ZW_19_10025_10022\n", - " 0.948403\n", - " 94.840255\n", + " 0.987870\n", + " 98.786982\n", " nahezu vollständig redundant\n", " \n", " \n", " 361_ZW_19_10025_10020\n", - " 0.956734\n", - " 95.673387\n", + " 0.985495\n", + " 98.549491\n", " nahezu vollständig redundant\n", " \n", " \n", " 362_ZW_19_10025_10023\n", - " 0.948291\n", - " 94.829075\n", + " 0.989637\n", + " 98.963657\n", " nahezu vollständig redundant\n", " \n", " \n", " 363_ZW_19_10025_10033\n", - " 0.927838\n", - " 92.783845\n", + " 0.992274\n", + " 99.227372\n", " nahezu vollständig redundant\n", " \n", " \n", " 364_ZW_19_10025_10027\n", - " 0.930933\n", - " 93.093305\n", + " 0.976657\n", + " 97.665663\n", " nahezu vollständig redundant\n", " \n", " \n", " 365_ZW_19_10025_10024\n", - " 0.948101\n", - " 94.810093\n", + " 0.993343\n", + " 99.334280\n", " nahezu vollständig redundant\n", " \n", " \n", " 366_ZW_19_10025_10021\n", - " 0.956737\n", - " 95.673691\n", + " 0.987234\n", + " 98.723354\n", " nahezu vollständig redundant\n", " \n", " \n", " 367_ZW_19_10025_10022\n", - " 0.948403\n", - " 94.840306\n", + " 0.987870\n", + " 98.786994\n", " nahezu vollständig redundant\n", " \n", " \n", " 368_ZW_19_10025_10020\n", - " 0.956733\n", - " 95.673309\n", + " 0.985495\n", + " 98.549465\n", " nahezu vollständig redundant\n", " \n", " \n", " 369_ZW_19_10025_10023\n", - " 0.948289\n", - " 94.828867\n", + " 0.989636\n", + " 98.963616\n", " nahezu vollständig redundant\n", " \n", " \n", " 370_ZW_19_10025_10033\n", - " 0.927839\n", - " 92.783932\n", + " 0.992274\n", + " 99.227381\n", " nahezu vollständig redundant\n", " \n", " \n", " 371_ZW_19_10025_10027\n", - " 0.930931\n", - " 93.093138\n", + " 0.976656\n", + " 97.665607\n", " nahezu vollständig redundant\n", " \n", " \n", " 372_ZW_19_10025_10024\n", - " 0.948103\n", - " 94.810300\n", + " 0.993343\n", + " 99.334307\n", " nahezu vollständig redundant\n", " \n", " \n", " 373_ZW_19_10025_10021\n", - " 0.956737\n", - " 95.673713\n", + " 0.987234\n", + " 98.723361\n", " nahezu vollständig redundant\n", " \n", " \n", " 374_ZW_19_10025_10022\n", - " 0.948403\n", - " 94.840289\n", + " 0.987870\n", + " 98.786990\n", " nahezu vollständig redundant\n", " \n", " \n", " 375_ZW_19_10025_10020\n", - " 0.956733\n", - " 95.673320\n", + " 0.985495\n", + " 98.549468\n", " nahezu vollständig redundant\n", " \n", " \n", " 376_ZW_19_10025_10023\n", - " 0.948289\n", - " 94.828929\n", + " 0.989636\n", + " 98.963628\n", " nahezu vollständig redundant\n", " \n", " \n", " 377_ZW_19_10025_10033\n", - " 0.927838\n", - " 92.783780\n", + " 0.992274\n", + " 99.227365\n", " nahezu vollständig redundant\n", " \n", " \n", " 378_ZW_19_10025_10027\n", - " 0.930932\n", - " 93.093205\n", + " 0.976656\n", + " 97.665629\n", " nahezu vollständig redundant\n", " \n", " \n", " 379_ZW_20_10043_10027\n", - " 0.944021\n", - " 94.402130\n", + " 0.979178\n", + " 97.917803\n", " nahezu vollständig redundant\n", " \n", " \n", " 380_ZW_20_10043_10026\n", - " 0.955410\n", - " 95.541006\n", + " 0.988472\n", + " 98.847204\n", " nahezu vollständig redundant\n", " \n", " \n", " 381_ZW_20_10043_10052\n", - " 0.938848\n", - " 93.884804\n", + " 0.987519\n", + " 98.751921\n", " nahezu vollständig redundant\n", " \n", " \n", " 382_ZW_20_10043_10044\n", - " 0.958888\n", - " 95.888773\n", + " 0.984555\n", + " 98.455483\n", " nahezu vollständig redundant\n", " \n", " \n", " 383_ZW_20_10043_10042\n", - " 0.929108\n", - " 92.910773\n", + " 0.978773\n", + " 97.877300\n", " nahezu vollständig redundant\n", " \n", " \n", " 384_ZW_20_10043_10027\n", - " 0.944021\n", - " 94.402058\n", + " 0.979178\n", + " 97.917776\n", " nahezu vollständig redundant\n", " \n", " \n", " 385_ZW_20_10043_10026\n", - " 0.955410\n", - " 95.540993\n", + " 0.988472\n", + " 98.847200\n", " nahezu vollständig redundant\n", " \n", " \n", " 386_ZW_20_10043_10052\n", - " 0.938848\n", - " 93.884786\n", + " 0.987519\n", + " 98.751917\n", " nahezu vollständig redundant\n", " \n", " \n", " 387_ZW_20_10043_10044\n", - " 0.958888\n", - " 95.888753\n", + " 0.984555\n", + " 98.455475\n", " nahezu vollständig redundant\n", " \n", " \n", " 388_ZW_20_10043_10042\n", - " 0.929110\n", - " 92.910980\n", + " 0.978774\n", + " 97.877362\n", " nahezu vollständig redundant\n", " \n", " \n", " 389_ZW_20_10043_10027\n", - " 0.944020\n", - " 94.402034\n", + " 0.979178\n", + " 97.917767\n", " nahezu vollständig redundant\n", " \n", " \n", " 390_ZW_20_10043_10026\n", - " 0.955410\n", - " 95.540979\n", + " 0.988472\n", + " 98.847197\n", " nahezu vollständig redundant\n", " \n", " \n", " 391_ZW_20_10043_10052\n", - " 0.938848\n", - " 93.884777\n", + " 0.987519\n", + " 98.751915\n", " nahezu vollständig redundant\n", " \n", " \n", " 392_ZW_20_10043_10044\n", - " 0.958888\n", - " 95.888773\n", + " 0.984555\n", + " 98.455483\n", " nahezu vollständig redundant\n", " \n", " \n", " 393_ZW_20_10043_10042\n", - " 0.929107\n", - " 92.910743\n", + " 0.978773\n", + " 97.877291\n", " nahezu vollständig redundant\n", " \n", " \n", " 394_ZW_21_10044_10027\n", - " 0.958131\n", - " 95.813135\n", + " 0.985201\n", + " 98.520110\n", " nahezu vollständig redundant\n", " \n", " \n", " 395_ZW_21_10044_10043\n", - " 0.958887\n", - " 95.888733\n", + " 0.984555\n", + " 98.455468\n", " nahezu vollständig redundant\n", " \n", " \n", " 396_ZW_21_10044_10052\n", - " 0.956664\n", - " 95.666427\n", + " 0.983291\n", + " 98.329135\n", " nahezu vollständig redundant\n", " \n", " \n", " 397_ZW_21_10044_10053\n", - " 0.953558\n", - " 95.355752\n", + " 0.993490\n", + " 99.349042\n", " nahezu vollständig redundant\n", " \n", " \n", " 398_ZW_21_10044_10037\n", - " 0.984212\n", - " 98.421175\n", + " 0.992856\n", + " 99.285643\n", " nahezu vollständig redundant\n", " \n", " \n", " 399_ZW_21_10044_10040\n", - " 0.945225\n", - " 94.522516\n", + " 0.994516\n", + " 99.451574\n", " nahezu vollständig redundant\n", " \n", " \n", " 400_ZW_21_10044_10042\n", - " 0.943181\n", - " 94.318094\n", + " 0.986826\n", + " 98.682593\n", " nahezu vollständig redundant\n", " \n", " \n", " 401_ZW_21_10044_10027\n", - " 0.958131\n", - " 95.813145\n", + " 0.985201\n", + " 98.520113\n", " nahezu vollständig redundant\n", " \n", " \n", " 402_ZW_21_10044_10043\n", - " 0.958889\n", - " 95.888854\n", + " 0.984555\n", + " 98.455513\n", " nahezu vollständig redundant\n", " \n", " \n", " 403_ZW_21_10044_10052\n", - " 0.956664\n", - " 95.666396\n", + " 0.983291\n", + " 98.329123\n", " nahezu vollständig redundant\n", " \n", " \n", " 404_ZW_21_10044_10053\n", - " 0.953557\n", - " 95.355706\n", + " 0.993490\n", + " 99.349036\n", " nahezu vollständig redundant\n", " \n", " \n", " 405_ZW_21_10044_10037\n", - " 0.984212\n", - " 98.421180\n", + " 0.992856\n", + " 99.285646\n", " nahezu vollständig redundant\n", " \n", " \n", " 406_ZW_21_10044_10040\n", - " 0.945225\n", - " 94.522547\n", + " 0.994516\n", + " 99.451577\n", " nahezu vollständig redundant\n", " \n", " \n", " 407_ZW_21_10044_10042\n", - " 0.943181\n", - " 94.318094\n", + " 0.986826\n", + " 98.682593\n", " nahezu vollständig redundant\n", " \n", " \n", " 408_ZW_21_10044_10027\n", - " 0.958132\n", - " 95.813168\n", + " 0.985201\n", + " 98.520121\n", " nahezu vollständig redundant\n", " \n", " \n", " 409_ZW_21_10044_10043\n", - " 0.958887\n", - " 95.888743\n", + " 0.984555\n", + " 98.455472\n", " nahezu vollständig redundant\n", " \n", " \n", " 410_ZW_21_10044_10052\n", - " 0.956663\n", - " 95.666349\n", + " 0.983291\n", + " 98.329105\n", " nahezu vollständig redundant\n", " \n", " \n", " 411_ZW_21_10044_10053\n", - " 0.953557\n", - " 95.355721\n", + " 0.993490\n", + " 99.349038\n", " nahezu vollständig redundant\n", " \n", " \n", " 412_ZW_21_10044_10037\n", - " 0.984212\n", - " 98.421168\n", + " 0.992856\n", + " 99.285640\n", " nahezu vollständig redundant\n", " \n", " \n", " 413_ZW_21_10044_10040\n", - " 0.945224\n", - " 94.522408\n", + " 0.994516\n", + " 99.451564\n", " nahezu vollständig redundant\n", " \n", " \n", " 414_ZW_21_10044_10042\n", - " 0.943182\n", - " 94.318246\n", + " 0.986826\n", + " 98.682628\n", " nahezu vollständig redundant\n", " \n", " \n", " 415_ZW_22_10042_10043\n", - " 0.929108\n", - " 92.910773\n", + " 0.978773\n", + " 97.877300\n", " nahezu vollständig redundant\n", " \n", " \n", " 416_ZW_22_10042_10044\n", - " 0.943186\n", - " 94.318600\n", + " 0.986827\n", + " 98.682710\n", " nahezu vollständig redundant\n", " \n", " \n", " 417_ZW_22_10042_10040\n", - " 0.931460\n", - " 93.146004\n", + " 0.989097\n", + " 98.909714\n", " nahezu vollständig redundant\n", " \n", " \n", " 418_ZW_22_10042_10041\n", - " 0.925097\n", - " 92.509737\n", + " 0.992757\n", + " 99.275664\n", " nahezu vollständig redundant\n", " \n", " \n", " 419_ZW_22_10042_10043\n", - " 0.929108\n", - " 92.910832\n", + " 0.978773\n", + " 97.877317\n", " nahezu vollständig redundant\n", " \n", " \n", " 420_ZW_22_10042_10044\n", - " 0.943189\n", - " 94.318904\n", + " 0.986828\n", + " 98.682781\n", " nahezu vollständig redundant\n", " \n", " \n", " 421_ZW_22_10042_10040\n", - " 0.931461\n", - " 93.146083\n", + " 0.989097\n", + " 98.909726\n", " nahezu vollständig redundant\n", " \n", " \n", " 422_ZW_22_10042_10041\n", - " 0.925096\n", - " 92.509621\n", + " 0.992757\n", + " 99.275652\n", " nahezu vollständig redundant\n", " \n", " \n", " 423_ZW_22_10042_10043\n", - " 0.929109\n", - " 92.910862\n", + " 0.978773\n", + " 97.877326\n", " nahezu vollständig redundant\n", " \n", " \n", " 424_ZW_22_10042_10044\n", - " 0.943189\n", - " 94.318853\n", + " 0.986828\n", + " 98.682769\n", " nahezu vollständig redundant\n", " \n", " \n", " 425_ZW_22_10042_10040\n", - " 0.931460\n", - " 93.145985\n", + " 0.989097\n", + " 98.909711\n", " nahezu vollständig redundant\n", " \n", " \n", " 426_ZW_22_10042_10041\n", - " 0.925096\n", - " 92.509592\n", + " 0.992756\n", + " 99.275650\n", " nahezu vollständig redundant\n", " \n", " \n", " 427_ZW_23_10041_10042\n", - " 0.925095\n", - " 92.509534\n", + " 0.992756\n", + " 99.275644\n", " nahezu vollständig redundant\n", " \n", " \n", " 428_ZW_23_10041_10044\n", - " 0.932433\n", - " 93.243285\n", + " 0.989578\n", + " 98.957841\n", " nahezu vollständig redundant\n", " \n", " \n", " 429_ZW_23_10041_10040\n", - " 0.926641\n", - " 92.664140\n", + " 0.993099\n", + " 99.309896\n", " nahezu vollständig redundant\n", " \n", " \n", " 430_ZW_23_10041_10038\n", - " 0.919363\n", - " 91.936325\n", + " 0.984390\n", + " 98.438998\n", " nahezu vollständig redundant\n", " \n", " \n", " 431_ZW_23_10041_10042\n", - " 0.925095\n", - " 92.509534\n", + " 0.992756\n", + " 99.275644\n", " nahezu vollständig redundant\n", " \n", " \n", " 432_ZW_23_10041_10044\n", - " 0.932433\n", - " 93.243285\n", + " 0.989578\n", + " 98.957841\n", " nahezu vollständig redundant\n", " \n", " \n", " 433_ZW_23_10041_10040\n", - " 0.926642\n", - " 92.664163\n", + " 0.993099\n", + " 99.309898\n", " nahezu vollständig redundant\n", " \n", " \n", " 434_ZW_23_10041_10038\n", - " 0.919363\n", - " 91.936325\n", + " 0.984390\n", + " 98.438998\n", " nahezu vollständig redundant\n", " \n", " \n", " 435_ZW_23_10041_10042\n", - " 0.925097\n", - " 92.509679\n", + " 0.992757\n", + " 99.275658\n", " nahezu vollständig redundant\n", " \n", " \n", " 436_ZW_23_10041_10044\n", - " 0.932432\n", - " 93.243164\n", + " 0.989578\n", + " 98.957822\n", " nahezu vollständig redundant\n", " \n", " \n", " 437_ZW_23_10041_10040\n", - " 0.926642\n", - " 92.664210\n", + " 0.993099\n", + " 99.309903\n", " nahezu vollständig redundant\n", " \n", " \n", " 438_ZW_23_10041_10038\n", - " 0.919364\n", - " 91.936370\n", + " 0.984390\n", + " 98.439007\n", " nahezu vollständig redundant\n", " \n", " \n", " 439_ZW_24_10037_10044\n", - " 0.984212\n", - " 98.421218\n", + " 0.992857\n", + " 99.285663\n", " nahezu vollständig redundant\n", " \n", " \n", " 440_ZW_24_10037_10051\n", - " 0.936690\n", - " 93.669033\n", + " 0.986281\n", + " 98.628057\n", " nahezu vollständig redundant\n", " \n", " \n", " 441_ZW_24_10037_10036\n", - " 0.942515\n", - " 94.251516\n", + " 0.982349\n", + " 98.234932\n", " nahezu vollständig redundant\n", " \n", " \n", " 442_ZW_24_10037_10035\n", - " 0.948108\n", - " 94.810798\n", + " 0.987429\n", + " 98.742944\n", " nahezu vollständig redundant\n", " \n", " \n", " 443_ZW_24_10037_10038\n", - " 0.949825\n", - " 94.982473\n", + " 0.993097\n", + " 99.309720\n", " nahezu vollständig redundant\n", " \n", " \n", " 444_ZW_24_10037_10039\n", - " 0.947082\n", - " 94.708212\n", + " 0.989815\n", + " 98.981495\n", " nahezu vollständig redundant\n", " \n", " \n", " 445_ZW_24_10037_10040\n", - " 0.942054\n", - " 94.205448\n", + " 0.994331\n", + " 99.433092\n", " nahezu vollständig redundant\n", " \n", " \n", " 446_ZW_24_10037_10044\n", - " 0.984212\n", - " 98.421213\n", + " 0.992857\n", + " 99.285660\n", " nahezu vollständig redundant\n", " \n", " \n", " 447_ZW_24_10037_10051\n", - " 0.936690\n", - " 93.668969\n", + " 0.986280\n", + " 98.628043\n", " nahezu vollständig redundant\n", " \n", " \n", " 448_ZW_24_10037_10036\n", - " 0.942516\n", - " 94.251628\n", + " 0.982350\n", + " 98.234966\n", " nahezu vollständig redundant\n", " \n", " \n", " 449_ZW_24_10037_10035\n", - " 0.948108\n", - " 94.810798\n", + " 0.987429\n", + " 98.742944\n", " nahezu vollständig redundant\n", " \n", " \n", " 450_ZW_24_10037_10038\n", - " 0.949825\n", - " 94.982505\n", + " 0.993097\n", + " 99.309724\n", " nahezu vollständig redundant\n", " \n", " \n", " 451_ZW_24_10037_10039\n", - " 0.947082\n", - " 94.708212\n", + " 0.989815\n", + " 98.981495\n", " nahezu vollständig redundant\n", " \n", " \n", " 452_ZW_24_10037_10040\n", - " 0.942055\n", - " 94.205516\n", + " 0.994331\n", + " 99.433098\n", " nahezu vollständig redundant\n", " \n", " \n", " 453_ZW_24_10037_10044\n", - " 0.984212\n", - " 98.421213\n", + " 0.992857\n", + " 99.285660\n", " nahezu vollständig redundant\n", " \n", " \n", " 454_ZW_24_10037_10051\n", - " 0.936689\n", - " 93.668931\n", + " 0.986280\n", + " 98.628035\n", " nahezu vollständig redundant\n", " \n", " \n", " 455_ZW_24_10037_10036\n", - " 0.942517\n", - " 94.251683\n", + " 0.982350\n", + " 98.234983\n", " nahezu vollständig redundant\n", " \n", " \n", " 456_ZW_24_10037_10035\n", - " 0.948108\n", - " 94.810825\n", + " 0.987430\n", + " 98.742950\n", " nahezu vollständig redundant\n", " \n", " \n", " 457_ZW_24_10037_10038\n", - " 0.949825\n", - " 94.982489\n", + " 0.993097\n", + " 99.309722\n", " nahezu vollständig redundant\n", " \n", " \n", " 458_ZW_24_10037_10039\n", - " 0.947081\n", - " 94.708088\n", + " 0.989815\n", + " 98.981471\n", " nahezu vollständig redundant\n", " \n", " \n", " 459_ZW_24_10037_10040\n", - " 0.942054\n", - " 94.205358\n", + " 0.994331\n", + " 99.433083\n", " nahezu vollständig redundant\n", " \n", " \n", " 460_ZW_25_10052_10043\n", - " 0.938851\n", - " 93.885119\n", + " 0.987520\n", + " 98.751985\n", " nahezu vollständig redundant\n", " \n", " \n", " 461_ZW_25_10052_10059\n", - " 0.953942\n", - " 95.394209\n", + " 0.981540\n", + " 98.154038\n", " nahezu vollständig redundant\n", " \n", " \n", " 462_ZW_25_10052_10053\n", - " 0.949724\n", - " 94.972450\n", + " 0.982692\n", + " 98.269219\n", " nahezu vollständig redundant\n", " \n", " \n", " 463_ZW_25_10052_10050\n", - " 0.940315\n", - " 94.031537\n", + " 0.980133\n", + " 98.013346\n", " nahezu vollständig redundant\n", " \n", " \n", " 464_ZW_25_10052_10051\n", - " 0.939259\n", - " 93.925891\n", + " 0.978425\n", + " 97.842531\n", " nahezu vollständig redundant\n", " \n", " \n", " 465_ZW_25_10052_10044\n", - " 0.956674\n", - " 95.667401\n", + " 0.983295\n", + " 98.329511\n", " nahezu vollständig redundant\n", " \n", " \n", " 466_ZW_25_10052_10043\n", - " 0.938851\n", - " 93.885083\n", + " 0.987520\n", + " 98.751978\n", " nahezu vollständig redundant\n", " \n", " \n", " 467_ZW_25_10052_10059\n", - " 0.953942\n", - " 95.394196\n", + " 0.981540\n", + " 98.154033\n", " nahezu vollständig redundant\n", " \n", " \n", " 468_ZW_25_10052_10053\n", - " 0.949724\n", - " 94.972406\n", + " 0.982692\n", + " 98.269204\n", " nahezu vollständig redundant\n", " \n", " \n", " 469_ZW_25_10052_10050\n", - " 0.940316\n", - " 94.031565\n", + " 0.980134\n", + " 98.013355\n", " nahezu vollständig redundant\n", " \n", " \n", " 470_ZW_25_10052_10051\n", - " 0.939258\n", - " 93.925809\n", + " 0.978425\n", + " 97.842502\n", " nahezu vollständig redundant\n", " \n", " \n", " 471_ZW_25_10052_10044\n", - " 0.956674\n", - " 95.667355\n", + " 0.983295\n", + " 98.329493\n", " nahezu vollständig redundant\n", " \n", " \n", " 472_ZW_25_10052_10043\n", - " 0.938851\n", - " 93.885065\n", + " 0.987520\n", + " 98.751974\n", " nahezu vollständig redundant\n", " \n", " \n", " 473_ZW_25_10052_10059\n", - " 0.953942\n", - " 95.394213\n", + " 0.981540\n", + " 98.154040\n", " nahezu vollständig redundant\n", " \n", " \n", " 474_ZW_25_10052_10053\n", - " 0.949723\n", - " 94.972348\n", + " 0.982692\n", + " 98.269183\n", " nahezu vollständig redundant\n", " \n", " \n", " 475_ZW_25_10052_10050\n", - " 0.940316\n", - " 94.031565\n", + " 0.980134\n", + " 98.013355\n", " nahezu vollständig redundant\n", " \n", " \n", " 476_ZW_25_10052_10051\n", - " 0.939258\n", - " 93.925769\n", + " 0.978425\n", + " 97.842487\n", " nahezu vollständig redundant\n", " \n", " \n", " 477_ZW_25_10052_10044\n", - " 0.956672\n", - " 95.667231\n", + " 0.983294\n", + " 98.329445\n", " nahezu vollständig redundant\n", " \n", " \n", " 478_ZW_26_10040_10037\n", - " 0.942048\n", - " 94.204840\n", + " 0.994330\n", + " 99.433032\n", " nahezu vollständig redundant\n", " \n", " \n", " 479_ZW_26_10040_10041\n", - " 0.926640\n", - " 92.663953\n", + " 0.993099\n", + " 99.309878\n", " nahezu vollständig redundant\n", " \n", " \n", " 480_ZW_26_10040_10042\n", - " 0.931462\n", - " 93.146162\n", + " 0.989097\n", + " 98.909739\n", " nahezu vollständig redundant\n", " \n", " \n", " 481_ZW_26_10040_10044\n", - " 0.945229\n", - " 94.522855\n", + " 0.994516\n", + " 99.451608\n", " nahezu vollständig redundant\n", " \n", " \n", " 482_ZW_26_10040_10037\n", - " 0.942049\n", - " 94.204885\n", + " 0.994330\n", + " 99.433037\n", " nahezu vollständig redundant\n", " \n", " \n", " 483_ZW_26_10040_10041\n", - " 0.926641\n", - " 92.664117\n", + " 0.993099\n", + " 99.309894\n", " nahezu vollständig redundant\n", " \n", " \n", " 484_ZW_26_10040_10042\n", - " 0.931461\n", - " 93.146103\n", + " 0.989097\n", + " 98.909730\n", " nahezu vollständig redundant\n", " \n", " \n", " 485_ZW_26_10040_10044\n", - " 0.945230\n", - " 94.522963\n", + " 0.994516\n", + " 99.451619\n", " nahezu vollständig redundant\n", " \n", " \n", " 486_ZW_26_10040_10037\n", - " 0.942050\n", - " 94.204952\n", + " 0.994330\n", + " 99.433043\n", " nahezu vollständig redundant\n", " \n", " \n", " 487_ZW_26_10040_10041\n", - " 0.926640\n", - " 92.664000\n", + " 0.993099\n", + " 99.309883\n", " nahezu vollständig redundant\n", " \n", " \n", " 488_ZW_26_10040_10042\n", - " 0.931461\n", - " 93.146142\n", + " 0.989097\n", + " 98.909736\n", " nahezu vollständig redundant\n", " \n", " \n", " 489_ZW_26_10040_10044\n", - " 0.945228\n", - " 94.522824\n", + " 0.994516\n", + " 99.451605\n", " nahezu vollständig redundant\n", " \n", " \n", " 490_ZW_27_10051_10037\n", - " 0.936690\n", - " 93.669007\n", + " 0.986281\n", + " 98.628052\n", " nahezu vollständig redundant\n", " \n", " \n", " 491_ZW_27_10051_10052\n", - " 0.939255\n", - " 93.925525\n", + " 0.978424\n", + " 97.842401\n", " nahezu vollständig redundant\n", " \n", " \n", " 492_ZW_27_10051_10053\n", - " 0.939828\n", - " 93.982812\n", + " 0.989829\n", + " 98.982919\n", " nahezu vollständig redundant\n", " \n", " \n", " 493_ZW_27_10051_10050\n", - " 0.933055\n", - " 93.305472\n", + " 0.993021\n", + " 99.302111\n", " nahezu vollständig redundant\n", " \n", " \n", " 494_ZW_27_10051_10037\n", - " 0.936690\n", - " 93.668969\n", + " 0.986280\n", + " 98.628043\n", " nahezu vollständig redundant\n", " \n", " \n", " 495_ZW_27_10051_10052\n", - " 0.939255\n", - " 93.925505\n", + " 0.978424\n", + " 97.842393\n", " nahezu vollständig redundant\n", " \n", " \n", " 496_ZW_27_10051_10053\n", - " 0.939827\n", - " 93.982746\n", + " 0.989829\n", + " 98.982908\n", " nahezu vollständig redundant\n", " \n", " \n", " 497_ZW_27_10051_10050\n", - " 0.933055\n", - " 93.305500\n", + " 0.993021\n", + " 99.302114\n", " nahezu vollständig redundant\n", " \n", " \n", " 498_ZW_27_10051_10037\n", - " 0.936690\n", - " 93.668995\n", + " 0.986280\n", + " 98.628049\n", " nahezu vollständig redundant\n", " \n", " \n", " 499_ZW_27_10051_10052\n", - " 0.939254\n", - " 93.925383\n", + " 0.978424\n", + " 97.842350\n", " nahezu vollständig redundant\n", " \n", " \n", " 500_ZW_27_10051_10053\n", - " 0.939827\n", - " 93.982697\n", + " 0.989829\n", + " 98.982900\n", " nahezu vollständig redundant\n", " \n", " \n", " 501_ZW_27_10051_10050\n", - " 0.933054\n", - " 93.305389\n", + " 0.993021\n", + " 99.302102\n", " nahezu vollständig redundant\n", " \n", " \n", " 502_ZW_28_10011_10001\n", - " 0.934818\n", - " 93.481825\n", + " 0.987499\n", + " 98.749860\n", " nahezu vollständig redundant\n", " \n", " \n", " 503_ZW_28_10011_10013\n", - " 0.918110\n", - " 91.811045\n", + " 0.979027\n", + " 97.902749\n", " nahezu vollständig redundant\n", " \n", " \n", " 504_ZW_28_10011_10017\n", - " 0.940734\n", - " 94.073361\n", + " 0.981764\n", + " 98.176431\n", " nahezu vollständig redundant\n", " \n", " \n", " 505_ZW_28_10011_10028\n", - " 0.933503\n", - " 93.350278\n", + " 0.987700\n", + " 98.769983\n", " nahezu vollständig redundant\n", " \n", " \n", " 506_ZW_28_10011_10001\n", - " 0.934819\n", - " 93.481852\n", + " 0.987499\n", + " 98.749865\n", " nahezu vollständig redundant\n", " \n", " \n", " 507_ZW_28_10011_10013\n", - " 0.918109\n", - " 91.810906\n", + " 0.979027\n", + " 97.902714\n", " nahezu vollständig redundant\n", " \n", " \n", " 508_ZW_28_10011_10017\n", - " 0.940734\n", - " 94.073380\n", + " 0.981764\n", + " 98.176437\n", " nahezu vollständig redundant\n", " \n", " \n", " 509_ZW_28_10011_10028\n", - " 0.933503\n", - " 93.350345\n", + " 0.987700\n", + " 98.769995\n", " nahezu vollständig redundant\n", " \n", " \n", " 510_ZW_28_10011_10001\n", - " 0.934819\n", - " 93.481852\n", + " 0.987499\n", + " 98.749865\n", " nahezu vollständig redundant\n", " \n", " \n", " 511_ZW_28_10011_10013\n", - " 0.918109\n", - " 91.810920\n", + " 0.979027\n", + " 97.902717\n", " nahezu vollständig redundant\n", " \n", " \n", " 512_ZW_28_10011_10017\n", - " 0.940734\n", - " 94.073386\n", + " 0.981764\n", + " 98.176439\n", " nahezu vollständig redundant\n", " \n", " \n", " 513_ZW_28_10011_10028\n", - " 0.933503\n", - " 93.350287\n", + " 0.987700\n", + " 98.769984\n", " nahezu vollständig redundant\n", " \n", " \n", " 514_ZW_29_10017_10011\n", - " 0.940734\n", - " 94.073386\n", + " 0.981764\n", + " 98.176439\n", " nahezu vollständig redundant\n", " \n", " \n", " 515_ZW_29_10017_10013\n", - " 0.928445\n", - " 92.844476\n", + " 0.993009\n", + " 99.300880\n", " nahezu vollständig redundant\n", " \n", " \n", " 516_ZW_29_10017_10012\n", - " 0.948989\n", - " 94.898933\n", + " 0.990293\n", + " 99.029298\n", " nahezu vollständig redundant\n", " \n", " \n", " 517_ZW_29_10017_10014\n", - " 0.962352\n", - " 96.235229\n", + " 0.989851\n", + " 98.985103\n", " nahezu vollständig redundant\n", " \n", " \n", " 518_ZW_29_10017_10007\n", - " 0.946424\n", - " 94.642390\n", + " 0.986885\n", + " 98.688500\n", " nahezu vollständig redundant\n", " \n", " \n", " 519_ZW_29_10017_10016\n", - " 0.954362\n", - " 95.436161\n", + " 0.986074\n", + " 98.607370\n", " nahezu vollständig redundant\n", " \n", " \n", " 520_ZW_29_10017_10019\n", - " 0.930926\n", - " 93.092612\n", + " 0.992934\n", + " 99.293445\n", " nahezu vollständig redundant\n", " \n", " \n", " 521_ZW_29_10017_10031\n", - " 0.935928\n", - " 93.592785\n", + " 0.993029\n", + " 99.302853\n", " nahezu vollständig redundant\n", " \n", " \n", " 522_ZW_29_10017_10011\n", - " 0.940734\n", - " 94.073431\n", + " 0.981765\n", + " 98.176453\n", " nahezu vollständig redundant\n", " \n", " \n", " 523_ZW_29_10017_10013\n", - " 0.928445\n", - " 92.844476\n", + " 0.993009\n", + " 99.300880\n", " nahezu vollständig redundant\n", " \n", " \n", " 524_ZW_29_10017_10012\n", - " 0.948988\n", - " 94.898793\n", + " 0.990293\n", + " 99.029272\n", " nahezu vollständig redundant\n", " \n", " \n", " 525_ZW_29_10017_10014\n", - " 0.962351\n", - " 96.235140\n", + " 0.989851\n", + " 98.985078\n", " nahezu vollständig redundant\n", " \n", " \n", " 526_ZW_29_10017_10007\n", - " 0.946424\n", - " 94.642390\n", + " 0.986885\n", + " 98.688500\n", " nahezu vollständig redundant\n", " \n", " \n", " 527_ZW_29_10017_10016\n", - " 0.954362\n", - " 95.436192\n", + " 0.986074\n", + " 98.607380\n", " nahezu vollständig redundant\n", " \n", " \n", " 528_ZW_29_10017_10019\n", - " 0.930926\n", - " 93.092568\n", + " 0.992934\n", + " 99.293440\n", " nahezu vollständig redundant\n", " \n", " \n", " 529_ZW_29_10017_10031\n", - " 0.935928\n", - " 93.592771\n", + " 0.993029\n", + " 99.302852\n", " nahezu vollständig redundant\n", " \n", " \n", " 530_ZW_29_10017_10011\n", - " 0.940734\n", - " 94.073412\n", + " 0.981764\n", + " 98.176447\n", " nahezu vollständig redundant\n", " \n", " \n", " 531_ZW_29_10017_10013\n", - " 0.928445\n", - " 92.844545\n", + " 0.993009\n", + " 99.300887\n", " nahezu vollständig redundant\n", " \n", " \n", " 532_ZW_29_10017_10012\n", - " 0.948988\n", - " 94.898840\n", + " 0.990293\n", + " 99.029280\n", " nahezu vollständig redundant\n", " \n", " \n", " 533_ZW_29_10017_10014\n", - " 0.962352\n", - " 96.235200\n", + " 0.989851\n", + " 98.985095\n", " nahezu vollständig redundant\n", " \n", " \n", " 534_ZW_29_10017_10007\n", - " 0.946424\n", - " 94.642376\n", + " 0.986885\n", + " 98.688496\n", " nahezu vollständig redundant\n", " \n", " \n", " 535_ZW_29_10017_10016\n", - " 0.954362\n", - " 95.436213\n", + " 0.986074\n", + " 98.607386\n", " nahezu vollständig redundant\n", " \n", " \n", " 536_ZW_29_10017_10019\n", - " 0.930927\n", - " 93.092678\n", + " 0.992935\n", + " 99.293451\n", " nahezu vollständig redundant\n", " \n", " \n", " 537_ZW_29_10017_10031\n", - " 0.935927\n", - " 93.592717\n", + " 0.993028\n", + " 99.302846\n", " nahezu vollständig redundant\n", " \n", " \n", " 538_ZW_30_10013_10017\n", - " 0.928445\n", - " 92.844545\n", + " 0.993009\n", + " 99.300887\n", " nahezu vollständig redundant\n", " \n", " \n", " 539_ZW_30_10013_10011\n", - " 0.918109\n", - " 91.810947\n", + " 0.979027\n", + " 97.902724\n", " nahezu vollständig redundant\n", " \n", " \n", " 540_ZW_30_10013_10012\n", - " 0.920615\n", - " 92.061479\n", + " 0.993220\n", + " 99.321976\n", " nahezu vollständig redundant\n", " \n", " \n", " 541_ZW_30_10013_10017\n", - " 0.928446\n", - " 92.844591\n", + " 0.993009\n", + " 99.300892\n", " nahezu vollständig redundant\n", " \n", " \n", " 542_ZW_30_10013_10011\n", - " 0.918110\n", - " 91.811031\n", + " 0.979027\n", + " 97.902746\n", " nahezu vollständig redundant\n", " \n", " \n", " 543_ZW_30_10013_10012\n", - " 0.920613\n", - " 92.061335\n", + " 0.993220\n", + " 99.321964\n", " nahezu vollständig redundant\n", " \n", " \n", " 544_ZW_30_10013_10017\n", - " 0.928446\n", - " 92.844568\n", + " 0.993009\n", + " 99.300889\n", " nahezu vollständig redundant\n", " \n", " \n", " 545_ZW_30_10013_10011\n", - " 0.918109\n", - " 91.810878\n", + " 0.979027\n", + " 97.902706\n", " nahezu vollständig redundant\n", " \n", " \n", " 546_ZW_30_10013_10012\n", - " 0.920613\n", - " 92.061263\n", + " 0.993220\n", + " 99.321958\n", " nahezu vollständig redundant\n", " \n", " \n", " 547_ZW_31_10007_10008\n", - " 0.946180\n", - " 94.617976\n", + " 0.992986\n", + " 99.298597\n", " nahezu vollständig redundant\n", " \n", " \n", " 548_ZW_31_10007_10016\n", - " 0.947611\n", - " 94.761144\n", + " 0.993481\n", + " 99.348099\n", " nahezu vollständig redundant\n", " \n", " \n", " 549_ZW_31_10007_10017\n", - " 0.946424\n", - " 94.642424\n", + " 0.986885\n", + " 98.688508\n", " nahezu vollständig redundant\n", " \n", " \n", " 550_ZW_31_10007_10015\n", - " 0.934713\n", - " 93.471325\n", + " 0.990813\n", + " 99.081251\n", " nahezu vollständig redundant\n", " \n", " \n", " 551_ZW_31_10007_10003\n", - " 0.941906\n", - " 94.190565\n", + " 0.993241\n", + " 99.324074\n", " nahezu vollständig redundant\n", " \n", " \n", " 552_ZW_31_10007_10008\n", - " 0.946180\n", - " 94.617976\n", + " 0.992986\n", + " 99.298597\n", " nahezu vollständig redundant\n", " \n", " \n", " 553_ZW_31_10007_10016\n", - " 0.947612\n", - " 94.761161\n", + " 0.993481\n", + " 99.348101\n", " nahezu vollständig redundant\n", " \n", " \n", " 554_ZW_31_10007_10017\n", - " 0.946424\n", - " 94.642403\n", + " 0.986885\n", + " 98.688503\n", " nahezu vollständig redundant\n", " \n", " \n", " 555_ZW_31_10007_10015\n", - " 0.934714\n", - " 93.471360\n", + " 0.990813\n", + " 99.081256\n", " nahezu vollständig redundant\n", " \n", " \n", " 556_ZW_31_10007_10003\n", - " 0.941906\n", - " 94.190631\n", + " 0.993241\n", + " 99.324082\n", " nahezu vollständig redundant\n", " \n", " \n", " 557_ZW_31_10007_10008\n", - " 0.946180\n", - " 94.617976\n", + " 0.992986\n", + " 99.298597\n", " nahezu vollständig redundant\n", " \n", " \n", " 558_ZW_31_10007_10016\n", - " 0.947612\n", - " 94.761161\n", + " 0.993481\n", + " 99.348101\n", " nahezu vollständig redundant\n", " \n", " \n", " 559_ZW_31_10007_10017\n", - " 0.946424\n", - " 94.642390\n", + " 0.986885\n", + " 98.688500\n", " nahezu vollständig redundant\n", " \n", " \n", " 560_ZW_31_10007_10015\n", - " 0.934713\n", - " 93.471290\n", + " 0.990812\n", + " 99.081246\n", " nahezu vollständig redundant\n", " \n", " \n", " 561_ZW_31_10007_10003\n", - " 0.941906\n", - " 94.190565\n", + " 0.993241\n", + " 99.324074\n", " nahezu vollständig redundant\n", " \n", " \n", " 562_ZW_32_10016_10007\n", - " 0.947614\n", - " 94.761435\n", + " 0.993481\n", + " 99.348135\n", " nahezu vollständig redundant\n", " \n", " \n", " 563_ZW_32_10016_10031\n", - " 0.927627\n", - " 92.762746\n", + " 0.984913\n", + " 98.491252\n", " nahezu vollständig redundant\n", " \n", " \n", " 564_ZW_32_10016_10017\n", - " 0.954361\n", - " 95.436129\n", + " 0.986074\n", + " 98.607361\n", " nahezu vollständig redundant\n", " \n", " \n", " 565_ZW_32_10016_10014\n", - " 0.959740\n", - " 95.973970\n", + " 0.991007\n", + " 99.100665\n", " nahezu vollständig redundant\n", " \n", " \n", " 566_ZW_32_10016_10012\n", - " 0.945912\n", - " 94.591187\n", + " 0.987208\n", + " 98.720763\n", " nahezu vollständig redundant\n", " \n", " \n", " 567_ZW_32_10016_10015\n", - " 0.941448\n", - " 94.144763\n", + " 0.993829\n", + " 99.382860\n", " nahezu vollständig redundant\n", " \n", " \n", " 568_ZW_32_10016_10003\n", - " 0.947246\n", - " 94.724644\n", + " 0.988778\n", + " 98.877849\n", " nahezu vollständig redundant\n", " \n", " \n", " 569_ZW_32_10016_10007\n", - " 0.947613\n", - " 94.761333\n", + " 0.993481\n", + " 99.348122\n", " nahezu vollständig redundant\n", " \n", " \n", " 570_ZW_32_10016_10031\n", - " 0.927627\n", - " 92.762724\n", + " 0.984912\n", + " 98.491248\n", " nahezu vollständig redundant\n", " \n", " \n", " 571_ZW_32_10016_10017\n", - " 0.954363\n", - " 95.436254\n", + " 0.986074\n", + " 98.607399\n", " nahezu vollständig redundant\n", " \n", " \n", " 572_ZW_32_10016_10014\n", - " 0.959740\n", - " 95.974025\n", + " 0.991007\n", + " 99.100677\n", " nahezu vollständig redundant\n", " \n", " \n", " 573_ZW_32_10016_10012\n", - " 0.945912\n", - " 94.591160\n", + " 0.987208\n", + " 98.720757\n", " nahezu vollständig redundant\n", " \n", " \n", " 574_ZW_32_10016_10015\n", - " 0.941446\n", - " 94.144557\n", + " 0.993828\n", + " 99.382838\n", " nahezu vollständig redundant\n", " \n", " \n", " 575_ZW_32_10016_10003\n", - " 0.947246\n", - " 94.724589\n", + " 0.988778\n", + " 98.877838\n", " nahezu vollständig redundant\n", " \n", " \n", " 576_ZW_32_10016_10007\n", - " 0.947614\n", - " 94.761418\n", + " 0.993481\n", + " 99.348133\n", " nahezu vollständig redundant\n", " \n", " \n", " 577_ZW_32_10016_10031\n", - " 0.927627\n", - " 92.762724\n", + " 0.984912\n", + " 98.491248\n", " nahezu vollständig redundant\n", " \n", " \n", " 578_ZW_32_10016_10017\n", - " 0.954362\n", - " 95.436244\n", + " 0.986074\n", + " 98.607396\n", " nahezu vollständig redundant\n", " \n", " \n", " 579_ZW_32_10016_10014\n", - " 0.959740\n", - " 95.973984\n", + " 0.991007\n", + " 99.100668\n", " nahezu vollständig redundant\n", " \n", " \n", " 580_ZW_32_10016_10012\n", - " 0.945912\n", - " 94.591160\n", + " 0.987208\n", + " 98.720757\n", " nahezu vollständig redundant\n", " \n", " \n", " 581_ZW_32_10016_10015\n", - " 0.941447\n", - " 94.144729\n", + " 0.993829\n", + " 99.382856\n", " nahezu vollständig redundant\n", " \n", " \n", " 582_ZW_32_10016_10003\n", - " 0.947246\n", - " 94.724617\n", + " 0.988778\n", + " 98.877843\n", " nahezu vollständig redundant\n", " \n", " \n", " 583_ZW_33_10015_10007\n", - " 0.934712\n", - " 93.471186\n", + " 0.990812\n", + " 99.081231\n", " nahezu vollständig redundant\n", " \n", " \n", " 584_ZW_33_10015_10016\n", - " 0.941444\n", - " 94.144419\n", + " 0.993828\n", + " 99.382824\n", " nahezu vollständig redundant\n", " \n", " \n", " 585_ZW_33_10015_10014\n", - " 0.942961\n", - " 94.296137\n", + " 0.993724\n", + " 99.372434\n", " nahezu vollständig redundant\n", " \n", " \n", " 586_ZW_33_10015_10012\n", - " 0.933921\n", - " 93.392053\n", + " 0.988942\n", + " 98.894189\n", " nahezu vollständig redundant\n", " \n", " \n", " 587_ZW_33_10015_10007\n", - " 0.934713\n", - " 93.471308\n", + " 0.990812\n", + " 99.081248\n", " nahezu vollständig redundant\n", " \n", " \n", " 588_ZW_33_10015_10016\n", - " 0.941447\n", - " 94.144729\n", + " 0.993829\n", + " 99.382856\n", " nahezu vollständig redundant\n", " \n", " \n", " 589_ZW_33_10015_10014\n", - " 0.942960\n", - " 94.295957\n", + " 0.993724\n", + " 99.372415\n", " nahezu vollständig redundant\n", " \n", " \n", " 590_ZW_33_10015_10012\n", - " 0.933922\n", - " 93.392204\n", + " 0.988942\n", + " 98.894214\n", " nahezu vollständig redundant\n", " \n", " \n", " 591_ZW_33_10015_10007\n", - " 0.934713\n", - " 93.471325\n", + " 0.990813\n", + " 99.081251\n", " nahezu vollständig redundant\n", " \n", " \n", " 592_ZW_33_10015_10016\n", - " 0.941446\n", - " 94.144557\n", + " 0.993828\n", + " 99.382838\n", " nahezu vollständig redundant\n", " \n", " \n", " 593_ZW_33_10015_10014\n", - " 0.942958\n", - " 94.295837\n", + " 0.993724\n", + " 99.372401\n", " nahezu vollständig redundant\n", " \n", " \n", " 594_ZW_33_10015_10012\n", - " 0.933922\n", - " 93.392234\n", + " 0.988942\n", + " 98.894219\n", " nahezu vollständig redundant\n", " \n", " \n", " 595_ZW_34_10014_10017\n", - " 0.962351\n", - " 96.235140\n", + " 0.989851\n", + " 98.985078\n", " nahezu vollständig redundant\n", " \n", " \n", " 596_ZW_34_10014_10012\n", - " 0.949512\n", - " 94.951227\n", + " 0.993558\n", + " 99.355801\n", " nahezu vollständig redundant\n", " \n", " \n", " 597_ZW_34_10014_10015\n", - " 0.942960\n", - " 94.295957\n", + " 0.993724\n", + " 99.372415\n", " nahezu vollständig redundant\n", " \n", " \n", " 598_ZW_34_10014_10016\n", - " 0.959740\n", - " 95.973998\n", + " 0.991007\n", + " 99.100671\n", " nahezu vollständig redundant\n", " \n", " \n", " 599_ZW_34_10014_10017\n", - " 0.962351\n", - " 96.235080\n", + " 0.989851\n", + " 98.985062\n", " nahezu vollständig redundant\n", " \n", " \n", " 600_ZW_34_10014_10012\n", - " 0.949513\n", - " 94.951253\n", + " 0.993558\n", + " 99.355804\n", " nahezu vollständig redundant\n", " \n", " \n", " 601_ZW_34_10014_10015\n", - " 0.942959\n", - " 94.295867\n", + " 0.993724\n", + " 99.372405\n", " nahezu vollständig redundant\n", " \n", " \n", " 602_ZW_34_10014_10016\n", - " 0.959738\n", - " 95.973833\n", + " 0.991006\n", + " 99.100634\n", " nahezu vollständig redundant\n", " \n", " \n", " 603_ZW_34_10014_10017\n", - " 0.962351\n", - " 96.235110\n", + " 0.989851\n", + " 98.985070\n", " nahezu vollständig redundant\n", " \n", " \n", " 604_ZW_34_10014_10012\n", - " 0.949515\n", - " 94.951461\n", + " 0.993558\n", + " 99.355830\n", " nahezu vollständig redundant\n", " \n", " \n", " 605_ZW_34_10014_10015\n", - " 0.942957\n", - " 94.295747\n", + " 0.993724\n", + " 99.372392\n", " nahezu vollständig redundant\n", " \n", " \n", " 606_ZW_34_10014_10016\n", - " 0.959739\n", - " 95.973929\n", + " 0.991007\n", + " 99.100656\n", " nahezu vollständig redundant\n", " \n", " \n", " 607_ZW_35_10012_10015\n", - " 0.933924\n", - " 93.392414\n", + " 0.988942\n", + " 98.894249\n", " nahezu vollständig redundant\n", " \n", " \n", " 608_ZW_35_10012_10016\n", - " 0.945913\n", - " 94.591271\n", + " 0.987208\n", + " 98.720783\n", " nahezu vollständig redundant\n", " \n", " \n", " 609_ZW_35_10012_10014\n", - " 0.949512\n", - " 94.951227\n", + " 0.993558\n", + " 99.355801\n", " nahezu vollständig redundant\n", " \n", " \n", " 610_ZW_35_10012_10017\n", - " 0.948989\n", - " 94.898933\n", + " 0.990293\n", + " 99.029298\n", " nahezu vollständig redundant\n", " \n", " \n", " 611_ZW_35_10012_10013\n", - " 0.920609\n", - " 92.060868\n", + " 0.993219\n", + " 99.321924\n", " nahezu vollständig redundant\n", " \n", " \n", " 612_ZW_35_10012_10015\n", - " 0.933924\n", - " 93.392354\n", + " 0.988942\n", + " 98.894239\n", " nahezu vollständig redundant\n", " \n", " \n", " 613_ZW_35_10012_10016\n", - " 0.945912\n", - " 94.591160\n", + " 0.987208\n", + " 98.720757\n", " nahezu vollständig redundant\n", " \n", " \n", " 614_ZW_35_10012_10014\n", - " 0.949512\n", - " 94.951202\n", + " 0.993558\n", + " 99.355797\n", " nahezu vollständig redundant\n", " \n", " \n", " 615_ZW_35_10012_10017\n", - " 0.948989\n", - " 94.898945\n", + " 0.990293\n", + " 99.029300\n", " nahezu vollständig redundant\n", " \n", " \n", " 616_ZW_35_10012_10013\n", - " 0.920610\n", - " 92.060975\n", + " 0.993219\n", + " 99.321934\n", " nahezu vollständig redundant\n", " \n", " \n", " 617_ZW_35_10012_10015\n", - " 0.933923\n", - " 93.392324\n", + " 0.988942\n", + " 98.894234\n", " nahezu vollständig redundant\n", " \n", " \n", " 618_ZW_35_10012_10016\n", - " 0.945912\n", - " 94.591201\n", + " 0.987208\n", + " 98.720766\n", " nahezu vollständig redundant\n", " \n", " \n", " 619_ZW_35_10012_10014\n", - " 0.949513\n", - " 94.951305\n", + " 0.993558\n", + " 99.355810\n", " nahezu vollständig redundant\n", " \n", " \n", " 620_ZW_35_10012_10017\n", - " 0.948989\n", - " 94.898875\n", + " 0.990293\n", + " 99.029287\n", " nahezu vollständig redundant\n", " \n", " \n", " 621_ZW_35_10012_10013\n", - " 0.920609\n", - " 92.060904\n", + " 0.993219\n", + " 99.321927\n", " nahezu vollständig redundant\n", " \n", " \n", " 622_ZW_36_10033_10019\n", - " 0.930249\n", - " 93.024916\n", + " 0.984880\n", + " 98.488036\n", " nahezu vollständig redundant\n", " \n", " \n", " 623_ZW_36_10033_10025\n", - " 0.927862\n", - " 92.786151\n", + " 0.992276\n", + " 99.227619\n", " nahezu vollständig redundant\n", " \n", " \n", " 624_ZW_36_10033_10039\n", - " 0.934905\n", - " 93.490487\n", + " 0.984167\n", + " 98.416741\n", " nahezu vollständig redundant\n", " \n", " \n", " 625_ZW_36_10033_10032\n", - " 0.932089\n", - " 93.208909\n", + " 0.986731\n", + " 98.673102\n", " nahezu vollständig redundant\n", " \n", " \n", " 626_ZW_36_10033_10031\n", - " 0.933223\n", - " 93.322340\n", + " 0.990196\n", + " 99.019570\n", " nahezu vollständig redundant\n", " \n", " \n", " 627_ZW_36_10033_10019\n", - " 0.930250\n", - " 93.025049\n", + " 0.984881\n", + " 98.488065\n", " nahezu vollständig redundant\n", " \n", " \n", " 628_ZW_36_10033_10025\n", - " 0.927862\n", - " 92.786216\n", + " 0.992276\n", + " 99.227626\n", " nahezu vollständig redundant\n", " \n", " \n", " 629_ZW_36_10033_10039\n", - " 0.934906\n", - " 93.490597\n", + " 0.984168\n", + " 98.416767\n", " nahezu vollständig redundant\n", " \n", " \n", " 630_ZW_36_10033_10032\n", - " 0.932088\n", - " 93.208755\n", + " 0.986731\n", + " 98.673072\n", " nahezu vollständig redundant\n", " \n", " \n", " 631_ZW_36_10033_10031\n", - " 0.933225\n", - " 93.322509\n", + " 0.990196\n", + " 99.019594\n", " nahezu vollständig redundant\n", " \n", " \n", " 632_ZW_36_10033_10019\n", - " 0.930250\n", - " 93.024966\n", + " 0.984880\n", + " 98.488047\n", " nahezu vollständig redundant\n", " \n", " \n", " 633_ZW_36_10033_10025\n", - " 0.927862\n", - " 92.786238\n", + " 0.992276\n", + " 99.227628\n", " nahezu vollständig redundant\n", " \n", " \n", " 634_ZW_36_10033_10039\n", - " 0.934905\n", - " 93.490502\n", + " 0.984167\n", + " 98.416745\n", " nahezu vollständig redundant\n", " \n", " \n", " 635_ZW_36_10033_10032\n", - " 0.932086\n", - " 93.208600\n", + " 0.986730\n", + " 98.673042\n", " nahezu vollständig redundant\n", " \n", " \n", " 636_ZW_36_10033_10031\n", - " 0.933225\n", - " 93.322485\n", + " 0.990196\n", + " 99.019591\n", " nahezu vollständig redundant\n", " \n", " \n", " 637_ZW_37_10032_10033\n", - " 0.932103\n", - " 93.210297\n", + " 0.986734\n", + " 98.673374\n", " nahezu vollständig redundant\n", " \n", " \n", " 638_ZW_37_10032_10039\n", - " 0.934161\n", - " 93.416087\n", + " 0.993097\n", + " 99.309682\n", " nahezu vollständig redundant\n", " \n", " \n", " 639_ZW_37_10032_10038\n", - " 0.928452\n", - " 92.845237\n", + " 0.989598\n", + " 98.959751\n", " nahezu vollständig redundant\n", " \n", " \n", " 640_ZW_37_10032_10031\n", - " 0.927492\n", - " 92.749223\n", + " 0.993575\n", + " 99.357541\n", " nahezu vollständig redundant\n", " \n", " \n", " 641_ZW_37_10032_10033\n", - " 0.932104\n", - " 93.210413\n", + " 0.986734\n", + " 98.673396\n", " nahezu vollständig redundant\n", " \n", " \n", " 642_ZW_37_10032_10039\n", - " 0.934161\n", - " 93.416136\n", + " 0.993097\n", + " 99.309687\n", " nahezu vollständig redundant\n", " \n", " \n", " 643_ZW_37_10032_10038\n", - " 0.928453\n", - " 92.845323\n", + " 0.989598\n", + " 98.959764\n", " nahezu vollständig redundant\n", " \n", " \n", " 644_ZW_37_10032_10031\n", - " 0.927493\n", - " 92.749260\n", + " 0.993575\n", + " 99.357545\n", " nahezu vollständig redundant\n", " \n", " \n", " 645_ZW_37_10032_10033\n", - " 0.932106\n", - " 93.210567\n", + " 0.986734\n", + " 98.673426\n", " nahezu vollständig redundant\n", " \n", " \n", " 646_ZW_37_10032_10039\n", - " 0.934161\n", - " 93.416136\n", + " 0.993097\n", + " 99.309687\n", " nahezu vollständig redundant\n", " \n", " \n", " 647_ZW_37_10032_10038\n", - " 0.928453\n", - " 92.845272\n", + " 0.989598\n", + " 98.959756\n", " nahezu vollständig redundant\n", " \n", " \n", " 648_ZW_37_10032_10031\n", - " 0.927492\n", - " 92.749187\n", + " 0.993575\n", + " 99.357538\n", " nahezu vollständig redundant\n", " \n", " \n", " 649_ZW_38_10031_10017\n", - " 0.935924\n", - " 93.592430\n", + " 0.993028\n", + " 99.302814\n", " nahezu vollständig redundant\n", " \n", " \n", " 650_ZW_38_10031_10033\n", - " 0.933227\n", - " 93.322702\n", + " 0.990196\n", + " 99.019623\n", " nahezu vollständig redundant\n", " \n", " \n", " 651_ZW_38_10031_10032\n", - " 0.927479\n", - " 92.747914\n", + " 0.993574\n", + " 99.357425\n", " nahezu vollständig redundant\n", " \n", " \n", " 652_ZW_38_10031_10030\n", - " 0.921308\n", - " 92.130771\n", + " 0.992361\n", + " 99.236053\n", " nahezu vollständig redundant\n", " \n", " \n", " 653_ZW_38_10031_10017\n", - " 0.935925\n", - " 93.592512\n", + " 0.993028\n", + " 99.302823\n", " nahezu vollständig redundant\n", " \n", " \n", " 654_ZW_38_10031_10033\n", - " 0.933227\n", - " 93.322654\n", + " 0.990196\n", + " 99.019616\n", " nahezu vollständig redundant\n", " \n", " \n", " 655_ZW_38_10031_10032\n", - " 0.927480\n", - " 92.747987\n", + " 0.993574\n", + " 99.357432\n", " nahezu vollständig redundant\n", " \n", " \n", " 656_ZW_38_10031_10030\n", - " 0.921307\n", - " 92.130731\n", + " 0.992360\n", + " 99.236049\n", " nahezu vollständig redundant\n", " \n", " \n", " 657_ZW_38_10031_10017\n", - " 0.935925\n", - " 93.592484\n", + " 0.993028\n", + " 99.302820\n", " nahezu vollständig redundant\n", " \n", " \n", " 658_ZW_38_10031_10033\n", - " 0.933225\n", - " 93.322485\n", + " 0.990196\n", + " 99.019591\n", " nahezu vollständig redundant\n", " \n", " \n", " 659_ZW_38_10031_10032\n", - " 0.927480\n", - " 92.748024\n", + " 0.993574\n", + " 99.357435\n", " nahezu vollständig redundant\n", " \n", " \n", " 660_ZW_38_10031_10030\n", - " 0.921307\n", - " 92.130671\n", + " 0.992360\n", + " 99.236043\n", " nahezu vollständig redundant\n", " \n", " \n", " 661_ZW_39_10038_10041\n", - " 0.919349\n", - " 91.934924\n", + " 0.984387\n", + " 98.438727\n", " nahezu vollständig redundant\n", " \n", " \n", " 662_ZW_39_10038_10037\n", - " 0.949832\n", - " 94.983181\n", + " 0.993098\n", + " 99.309817\n", " nahezu vollständig redundant\n", " \n", " \n", " 663_ZW_39_10038_10036\n", - " 0.927752\n", - " 92.775155\n", + " 0.979967\n", + " 97.996720\n", " nahezu vollständig redundant\n", " \n", " \n", " 664_ZW_39_10038_10032\n", - " 0.928444\n", - " 92.844350\n", + " 0.989596\n", + " 98.959622\n", " nahezu vollständig redundant\n", " \n", " \n", " 665_ZW_39_10038_10039\n", - " 0.937628\n", - " 93.762784\n", + " 0.993456\n", + " 99.345604\n", " nahezu vollständig redundant\n", " \n", " \n", " 666_ZW_39_10038_10041\n", - " 0.919349\n", - " 91.934879\n", + " 0.984387\n", + " 98.438719\n", " nahezu vollständig redundant\n", " \n", " \n", " 667_ZW_39_10038_10037\n", - " 0.949833\n", - " 94.983291\n", + " 0.993098\n", + " 99.309832\n", " nahezu vollständig redundant\n", " \n", " \n", " 668_ZW_39_10038_10036\n", - " 0.927751\n", - " 92.775087\n", + " 0.979967\n", + " 97.996701\n", " nahezu vollständig redundant\n", " \n", " \n", " 669_ZW_39_10038_10032\n", - " 0.928444\n", - " 92.844384\n", + " 0.989596\n", + " 98.959627\n", " nahezu vollständig redundant\n", " \n", " \n", " 670_ZW_39_10038_10039\n", - " 0.937628\n", - " 93.762784\n", + " 0.993456\n", + " 99.345604\n", " nahezu vollständig redundant\n", " \n", " \n", " 671_ZW_39_10038_10041\n", - " 0.919348\n", - " 91.934790\n", + " 0.984387\n", + " 98.438701\n", " nahezu vollständig redundant\n", " \n", " \n", " 672_ZW_39_10038_10037\n", - " 0.949832\n", - " 94.983197\n", + " 0.993098\n", + " 99.309819\n", " nahezu vollständig redundant\n", " \n", " \n", " 673_ZW_39_10038_10036\n", - " 0.927752\n", - " 92.775205\n", + " 0.979967\n", + " 97.996734\n", " nahezu vollständig redundant\n", " \n", " \n", " 674_ZW_39_10038_10032\n", - " 0.928444\n", - " 92.844401\n", + " 0.989596\n", + " 98.959630\n", " nahezu vollständig redundant\n", " \n", " \n", " 675_ZW_39_10038_10039\n", - " 0.937630\n", - " 93.762985\n", + " 0.993456\n", + " 99.345626\n", " nahezu vollständig redundant\n", " \n", " \n", " 676_ZW_40_10039_10032\n", - " 0.934150\n", - " 93.414951\n", + " 0.993096\n", + " 99.309563\n", " nahezu vollständig redundant\n", " \n", " \n", " 677_ZW_40_10039_10033\n", - " 0.934904\n", - " 93.490440\n", + " 0.984167\n", + " 98.416729\n", " nahezu vollständig redundant\n", " \n", " \n", " 678_ZW_40_10039_10037\n", - " 0.947084\n", - " 94.708437\n", + " 0.989815\n", + " 98.981538\n", " nahezu vollständig redundant\n", " \n", " \n", " 679_ZW_40_10039_10038\n", - " 0.937631\n", - " 93.763106\n", + " 0.993456\n", + " 99.345638\n", " nahezu vollständig redundant\n", " \n", " \n", " 680_ZW_40_10039_10029\n", - " 0.925180\n", - " 92.518026\n", + " 0.983778\n", + " 98.377816\n", " nahezu vollständig redundant\n", " \n", " \n", " 681_ZW_40_10039_10032\n", - " 0.934148\n", - " 93.414828\n", + " 0.993096\n", + " 99.309550\n", " nahezu vollständig redundant\n", " \n", " \n", " 682_ZW_40_10039_10033\n", - " 0.934905\n", - " 93.490534\n", + " 0.984168\n", + " 98.416752\n", " nahezu vollständig redundant\n", " \n", " \n", " 683_ZW_40_10039_10037\n", - " 0.947085\n", - " 94.708504\n", + " 0.989816\n", + " 98.981551\n", " nahezu vollständig redundant\n", " \n", " \n", " 684_ZW_40_10039_10038\n", - " 0.937629\n", - " 93.762945\n", + " 0.993456\n", + " 99.345621\n", " nahezu vollständig redundant\n", " \n", " \n", " 685_ZW_40_10039_10029\n", - " 0.925181\n", - " 92.518055\n", + " 0.983778\n", + " 98.377822\n", " nahezu vollständig redundant\n", " \n", " \n", " 686_ZW_40_10039_10032\n", - " 0.934149\n", - " 93.414902\n", + " 0.993096\n", + " 99.309558\n", " nahezu vollständig redundant\n", " \n", " \n", " 687_ZW_40_10039_10033\n", - " 0.934905\n", - " 93.490518\n", + " 0.984167\n", + " 98.416748\n", " nahezu vollständig redundant\n", " \n", " \n", " 688_ZW_40_10039_10037\n", - " 0.947085\n", - " 94.708538\n", + " 0.989816\n", + " 98.981558\n", " nahezu vollständig redundant\n", " \n", " \n", " 689_ZW_40_10039_10038\n", - " 0.937631\n", - " 93.763146\n", + " 0.993456\n", + " 99.345642\n", " nahezu vollständig redundant\n", " \n", " \n", " 690_ZW_40_10039_10029\n", - " 0.925181\n", - " 92.518055\n", + " 0.983778\n", + " 98.377822\n", " nahezu vollständig redundant\n", " \n", " \n", " 691_ZW_41_10035_10037\n", - " 0.948113\n", - " 94.811344\n", + " 0.987431\n", + " 98.743076\n", " nahezu vollständig redundant\n", " \n", " \n", " 692_ZW_41_10035_10036\n", - " 0.932517\n", - " 93.251703\n", + " 0.992008\n", + " 99.200826\n", " nahezu vollständig redundant\n", " \n", " \n", " 693_ZW_41_10035_10034\n", - " 0.934919\n", - " 93.491892\n", + " 0.993979\n", + " 99.397874\n", " nahezu vollständig redundant\n", " \n", " \n", " 694_ZW_41_10035_10030\n", - " 0.931967\n", - " 93.196680\n", + " 0.989331\n", + " 98.933067\n", " nahezu vollständig redundant\n", " \n", " \n", " 695_ZW_41_10035_10029\n", - " 0.932158\n", - " 93.215799\n", + " 0.992397\n", + " 99.239747\n", " nahezu vollständig redundant\n", " \n", " \n", " 696_ZW_41_10035_10037\n", - " 0.948113\n", - " 94.811290\n", + " 0.987431\n", + " 98.743063\n", " nahezu vollständig redundant\n", " \n", " \n", " 697_ZW_41_10035_10036\n", - " 0.932518\n", - " 93.251755\n", + " 0.992008\n", + " 99.200832\n", " nahezu vollständig redundant\n", " \n", " \n", " 698_ZW_41_10035_10034\n", - " 0.934919\n", - " 93.491892\n", + " 0.993979\n", + " 99.397874\n", " nahezu vollständig redundant\n", " \n", " \n", " 699_ZW_41_10035_10030\n", - " 0.931967\n", - " 93.196702\n", + " 0.989331\n", + " 98.933070\n", " nahezu vollständig redundant\n", " \n", " \n", " 700_ZW_41_10035_10029\n", - " 0.932158\n", - " 93.215828\n", + " 0.992398\n", + " 99.239751\n", " nahezu vollständig redundant\n", " \n", " \n", " 701_ZW_41_10035_10037\n", - " 0.948113\n", - " 94.811290\n", + " 0.987431\n", + " 98.743063\n", " nahezu vollständig redundant\n", " \n", " \n", " 702_ZW_41_10035_10036\n", - " 0.932517\n", - " 93.251738\n", + " 0.992008\n", + " 99.200830\n", " nahezu vollständig redundant\n", " \n", " \n", " 703_ZW_41_10035_10034\n", - " 0.934919\n", - " 93.491904\n", + " 0.993979\n", + " 99.397875\n", " nahezu vollständig redundant\n", " \n", " \n", " 704_ZW_41_10035_10030\n", - " 0.931967\n", - " 93.196734\n", + " 0.989331\n", + " 98.933075\n", " nahezu vollständig redundant\n", " \n", " \n", " 705_ZW_41_10035_10029\n", - " 0.932158\n", - " 93.215842\n", + " 0.992398\n", + " 99.239752\n", " nahezu vollständig redundant\n", " \n", " \n", " 706_ZW_42_10036_10038\n", - " 0.927755\n", - " 92.775491\n", + " 0.979968\n", + " 97.996813\n", " nahezu vollständig redundant\n", " \n", " \n", " 707_ZW_42_10036_10037\n", - " 0.942525\n", - " 94.252547\n", + " 0.982352\n", + " 98.235249\n", " nahezu vollständig redundant\n", " \n", " \n", " 708_ZW_42_10036_10034\n", - " 0.932702\n", - " 93.270151\n", + " 0.988091\n", + " 98.809095\n", " nahezu vollständig redundant\n", " \n", " \n", " 709_ZW_42_10036_10035\n", - " 0.932518\n", - " 93.251841\n", + " 0.992008\n", + " 99.200842\n", " nahezu vollständig redundant\n", " \n", " \n", " 710_ZW_42_10036_10038\n", - " 0.927756\n", - " 92.775576\n", + " 0.979968\n", + " 97.996836\n", " nahezu vollständig redundant\n", " \n", " \n", " 711_ZW_42_10036_10037\n", - " 0.942524\n", - " 94.252436\n", + " 0.982352\n", + " 98.235214\n", " nahezu vollständig redundant\n", " \n", " \n", " 712_ZW_42_10036_10034\n", - " 0.932702\n", - " 93.270165\n", + " 0.988091\n", + " 98.809098\n", " nahezu vollständig redundant\n", " \n", " \n", " 713_ZW_42_10036_10035\n", - " 0.932518\n", - " 93.251824\n", + " 0.992008\n", + " 99.200840\n", " nahezu vollständig redundant\n", " \n", " \n", " 714_ZW_42_10036_10038\n", - " 0.927756\n", - " 92.775592\n", + " 0.979968\n", + " 97.996841\n", " nahezu vollständig redundant\n", " \n", " \n", " 715_ZW_42_10036_10037\n", - " 0.942524\n", - " 94.252380\n", + " 0.982352\n", + " 98.235197\n", " nahezu vollständig redundant\n", " \n", " \n", " 716_ZW_42_10036_10034\n", - " 0.932701\n", - " 93.270129\n", + " 0.988091\n", + " 98.809091\n", " nahezu vollständig redundant\n", " \n", " \n", " 717_ZW_42_10036_10035\n", - " 0.932518\n", - " 93.251807\n", + " 0.992008\n", + " 99.200838\n", " nahezu vollständig redundant\n", " \n", " \n", " 718_ZW_43_10028_10011\n", - " 0.933511\n", - " 93.351137\n", + " 0.987701\n", + " 98.770142\n", " nahezu vollständig redundant\n", " \n", " \n", " 719_ZW_43_10028_10030\n", - " 0.936942\n", - " 93.694245\n", + " 0.984242\n", + " 98.424150\n", " nahezu vollständig redundant\n", " \n", " \n", " 720_ZW_43_10028_10029\n", - " 0.936959\n", - " 93.695871\n", + " 0.985108\n", + " 98.510811\n", " nahezu vollständig redundant\n", " \n", " \n", " 721_ZW_43_10028_10034\n", - " 0.938765\n", - " 93.876497\n", + " 0.992069\n", + " 99.206866\n", " nahezu vollständig redundant\n", " \n", " \n", " 722_ZW_43_10028_10011\n", - " 0.933511\n", - " 93.351104\n", + " 0.987701\n", + " 98.770135\n", " nahezu vollständig redundant\n", " \n", " \n", " 723_ZW_43_10028_10030\n", - " 0.936942\n", - " 93.694234\n", + " 0.984241\n", + " 98.424147\n", " nahezu vollständig redundant\n", " \n", " \n", " 724_ZW_43_10028_10029\n", - " 0.936959\n", - " 93.695904\n", + " 0.985108\n", + " 98.510819\n", " nahezu vollständig redundant\n", " \n", " \n", " 725_ZW_43_10028_10034\n", - " 0.938764\n", - " 93.876445\n", + " 0.992069\n", + " 99.206859\n", " nahezu vollständig redundant\n", " \n", " \n", " 726_ZW_43_10028_10011\n", - " 0.933510\n", - " 93.351029\n", + " 0.987701\n", + " 98.770121\n", " nahezu vollständig redundant\n", " \n", " \n", " 727_ZW_43_10028_10030\n", - " 0.936942\n", - " 93.694179\n", + " 0.984241\n", + " 98.424134\n", " nahezu vollständig redundant\n", " \n", " \n", " 728_ZW_43_10028_10029\n", - " 0.936959\n", - " 93.695871\n", + " 0.985108\n", + " 98.510811\n", " nahezu vollständig redundant\n", " \n", " \n", " 729_ZW_43_10028_10034\n", - " 0.938765\n", - " 93.876497\n", + " 0.992069\n", + " 99.206866\n", " nahezu vollständig redundant\n", " \n", " \n", " 730_ZW_44_10034_10028\n", - " 0.938762\n", - " 93.876195\n", + " 0.992068\n", + " 99.206827\n", " nahezu vollständig redundant\n", " \n", " \n", " 731_ZW_44_10034_10035\n", - " 0.934923\n", - " 93.492306\n", + " 0.993979\n", + " 99.397912\n", " nahezu vollständig redundant\n", " \n", " \n", " 732_ZW_44_10034_10037\n", - " 0.947579\n", - " 94.757927\n", + " 0.988316\n", + " 98.831632\n", " nahezu vollständig redundant\n", " \n", " \n", " 733_ZW_44_10034_10036\n", - " 0.932702\n", - " 93.270200\n", + " 0.988091\n", + " 98.809104\n", " nahezu vollständig redundant\n", " \n", " \n", " 734_ZW_44_10034_10045\n", - " 0.916092\n", - " 91.609196\n", + " 0.995136\n", + " 99.513635\n", " nahezu vollständig redundant\n", " \n", " \n", " 735_ZW_44_10034_10028\n", - " 0.938762\n", - " 93.876164\n", + " 0.992068\n", + " 99.206823\n", " nahezu vollständig redundant\n", " \n", " \n", " 736_ZW_44_10034_10035\n", - " 0.934923\n", - " 93.492256\n", + " 0.993979\n", + " 99.397907\n", " nahezu vollständig redundant\n", " \n", " \n", " 737_ZW_44_10034_10037\n", - " 0.947579\n", - " 94.757941\n", + " 0.988316\n", + " 98.831635\n", " nahezu vollständig redundant\n", " \n", " \n", " 738_ZW_44_10034_10036\n", - " 0.932702\n", - " 93.270151\n", + " 0.988091\n", + " 98.809095\n", " nahezu vollständig redundant\n", " \n", " \n", " 739_ZW_44_10034_10045\n", - " 0.916091\n", - " 91.609136\n", + " 0.995136\n", + " 99.513631\n", " nahezu vollständig redundant\n", " \n", " \n", " 740_ZW_44_10034_10028\n", - " 0.938762\n", - " 93.876195\n", + " 0.992068\n", + " 99.206827\n", " nahezu vollständig redundant\n", " \n", " \n", " 741_ZW_44_10034_10035\n", - " 0.934922\n", - " 93.492243\n", + " 0.993979\n", + " 99.397906\n", " nahezu vollständig redundant\n", " \n", " \n", " 742_ZW_44_10034_10037\n", - " 0.947580\n", - " 94.757954\n", + " 0.988316\n", + " 98.831638\n", " nahezu vollständig redundant\n", " \n", " \n", " 743_ZW_44_10034_10036\n", - " 0.932702\n", - " 93.270172\n", + " 0.988091\n", + " 98.809099\n", " nahezu vollständig redundant\n", " \n", " \n", " 744_ZW_44_10034_10045\n", - " 0.916092\n", - " 91.609166\n", + " 0.995136\n", + " 99.513633\n", " nahezu vollständig redundant\n", " \n", " \n", " 745_ZW_45_10030_10028\n", - " 0.936943\n", - " 93.694300\n", + " 0.984242\n", + " 98.424164\n", " nahezu vollständig redundant\n", " \n", " \n", " 746_ZW_45_10030_10031\n", - " 0.921309\n", - " 92.130890\n", + " 0.992361\n", + " 99.236065\n", " nahezu vollständig redundant\n", " \n", " \n", " 747_ZW_45_10030_10029\n", - " 0.929267\n", - " 92.926656\n", + " 0.993357\n", + " 99.335702\n", " nahezu vollständig redundant\n", " \n", " \n", " 748_ZW_45_10030_10035\n", - " 0.931970\n", - " 93.196951\n", + " 0.989331\n", + " 98.933109\n", " nahezu vollständig redundant\n", " \n", " \n", " 749_ZW_45_10030_10028\n", - " 0.936943\n", - " 93.694322\n", + " 0.984242\n", + " 98.424169\n", " nahezu vollständig redundant\n", " \n", " \n", " 750_ZW_45_10030_10031\n", - " 0.921309\n", - " 92.130930\n", + " 0.992361\n", + " 99.236068\n", " nahezu vollständig redundant\n", " \n", " \n", " 751_ZW_45_10030_10029\n", - " 0.929268\n", - " 92.926808\n", + " 0.993357\n", + " 99.335716\n", " nahezu vollständig redundant\n", " \n", " \n", " 752_ZW_45_10030_10035\n", - " 0.931970\n", - " 93.196962\n", + " 0.989331\n", + " 98.933111\n", " nahezu vollständig redundant\n", " \n", " \n", " 753_ZW_45_10030_10028\n", - " 0.936943\n", - " 93.694300\n", + " 0.984242\n", + " 98.424164\n", " nahezu vollständig redundant\n", " \n", " \n", " 754_ZW_45_10030_10031\n", - " 0.921310\n", - " 92.130990\n", + " 0.992361\n", + " 99.236074\n", " nahezu vollständig redundant\n", " \n", " \n", " 755_ZW_45_10030_10029\n", - " 0.929269\n", - " 92.926859\n", + " 0.993357\n", + " 99.335721\n", " nahezu vollständig redundant\n", " \n", " \n", " 756_ZW_45_10030_10035\n", - " 0.931969\n", - " 93.196940\n", + " 0.989331\n", + " 98.933108\n", " nahezu vollständig redundant\n", " \n", " \n", " 757_ZW_46_10029_10030\n", - " 0.929273\n", - " 92.927265\n", + " 0.993358\n", + " 99.335759\n", " nahezu vollständig redundant\n", " \n", " \n", " 758_ZW_46_10029_10039\n", - " 0.925182\n", - " 92.518240\n", + " 0.983779\n", + " 98.377862\n", " nahezu vollständig redundant\n", " \n", " \n", " 759_ZW_46_10029_10035\n", - " 0.932161\n", - " 93.216083\n", + " 0.992398\n", + " 99.239779\n", " nahezu vollständig redundant\n", " \n", " \n", " 760_ZW_46_10029_10028\n", - " 0.936959\n", - " 93.695882\n", + " 0.985108\n", + " 98.510814\n", " nahezu vollständig redundant\n", " \n", " \n", " 761_ZW_46_10029_10030\n", - " 0.929270\n", - " 92.926960\n", + " 0.993357\n", + " 99.335730\n", " nahezu vollständig redundant\n", " \n", " \n", " 762_ZW_46_10029_10039\n", - " 0.925183\n", - " 92.518326\n", + " 0.983779\n", + " 98.377881\n", " nahezu vollständig redundant\n", " \n", " \n", " 763_ZW_46_10029_10035\n", - " 0.932160\n", - " 93.216040\n", + " 0.992398\n", + " 99.239774\n", " nahezu vollständig redundant\n", " \n", " \n", " 764_ZW_46_10029_10028\n", - " 0.936959\n", - " 93.695871\n", + " 0.985108\n", + " 98.510811\n", " nahezu vollständig redundant\n", " \n", " \n", " 765_ZW_46_10029_10030\n", - " 0.929274\n", - " 92.927366\n", + " 0.993358\n", + " 99.335768\n", " nahezu vollständig redundant\n", " \n", " \n", " 766_ZW_46_10029_10039\n", - " 0.925184\n", - " 92.518354\n", + " 0.983779\n", + " 98.377887\n", " nahezu vollständig redundant\n", " \n", " \n", " 767_ZW_46_10029_10035\n", - " 0.932160\n", - " 93.216026\n", + " 0.992398\n", + " 99.239773\n", " nahezu vollständig redundant\n", " \n", " \n", " 768_ZW_46_10029_10028\n", - " 0.936959\n", - " 93.695893\n", + " 0.985108\n", + " 98.510817\n", " nahezu vollständig redundant\n", " \n", " \n", " 769_ZW_47_10053_10044\n", - " 0.953552\n", - " 95.355184\n", + " 0.993490\n", + " 99.348963\n", " nahezu vollständig redundant\n", " \n", " \n", " 770_ZW_47_10053_10052\n", - " 0.949720\n", - " 94.971969\n", + " 0.982691\n", + " 98.269053\n", " nahezu vollständig redundant\n", " \n", " \n", " 771_ZW_47_10053_10059\n", - " 0.950470\n", - " 95.046984\n", + " 0.989893\n", + " 98.989340\n", " nahezu vollständig redundant\n", " \n", " \n", " 772_ZW_47_10053_10049\n", - " 0.932463\n", - " 93.246285\n", + " 0.992108\n", + " 99.210803\n", " nahezu vollständig redundant\n", " \n", " \n", " 773_ZW_47_10053_10050\n", - " 0.944728\n", - " 94.472801\n", + " 0.993499\n", + " 99.349891\n", " nahezu vollständig redundant\n", " \n", " \n", " 774_ZW_47_10053_10051\n", - " 0.939823\n", - " 93.982270\n", + " 0.989828\n", + " 98.982827\n", " nahezu vollständig redundant\n", " \n", " \n", " 775_ZW_47_10053_10044\n", - " 0.953553\n", - " 95.355259\n", + " 0.993490\n", + " 99.348973\n", " nahezu vollständig redundant\n", " \n", " \n", " 776_ZW_47_10053_10052\n", - " 0.949720\n", - " 94.971969\n", + " 0.982691\n", + " 98.269053\n", " nahezu vollständig redundant\n", " \n", " \n", " 777_ZW_47_10053_10059\n", - " 0.950470\n", - " 95.046984\n", + " 0.989893\n", + " 98.989340\n", " nahezu vollständig redundant\n", " \n", " \n", " 778_ZW_47_10053_10049\n", - " 0.932460\n", - " 93.246014\n", + " 0.992108\n", + " 99.210772\n", " nahezu vollständig redundant\n", " \n", " \n", " 779_ZW_47_10053_10050\n", - " 0.944728\n", - " 94.472801\n", + " 0.993499\n", + " 99.349891\n", " nahezu vollständig redundant\n", " \n", " \n", " 780_ZW_47_10053_10051\n", - " 0.939823\n", - " 93.982270\n", + " 0.989828\n", + " 98.982827\n", " nahezu vollständig redundant\n", " \n", " \n", " 781_ZW_47_10053_10044\n", - " 0.953553\n", - " 95.355259\n", + " 0.993490\n", + " 99.348973\n", " nahezu vollständig redundant\n", " \n", " \n", " 782_ZW_47_10053_10052\n", - " 0.949720\n", - " 94.971969\n", + " 0.982691\n", + " 98.269053\n", " nahezu vollständig redundant\n", " \n", " \n", " 783_ZW_47_10053_10059\n", - " 0.950470\n", - " 95.046984\n", + " 0.989893\n", + " 98.989340\n", " nahezu vollständig redundant\n", " \n", " \n", " 784_ZW_47_10053_10049\n", - " 0.932460\n", - " 93.246014\n", + " 0.992108\n", + " 99.210772\n", " nahezu vollständig redundant\n", " \n", " \n", " 785_ZW_47_10053_10050\n", - " 0.944728\n", - " 94.472801\n", + " 0.993499\n", + " 99.349891\n", " nahezu vollständig redundant\n", " \n", " \n", " 786_ZW_47_10053_10051\n", - " 0.939824\n", - " 93.982434\n", + " 0.989829\n", + " 98.982855\n", " nahezu vollständig redundant\n", " \n", " \n", " 787_ZW_48_10049_10050\n", - " 0.934181\n", - " 93.418125\n", + " 0.987010\n", + " 98.701021\n", " nahezu vollständig redundant\n", " \n", " \n", " 788_ZW_48_10049_10053\n", - " 0.932463\n", - " 93.246285\n", + " 0.992108\n", + " 99.210803\n", " nahezu vollständig redundant\n", " \n", " \n", " 789_ZW_48_10049_10047\n", - " 0.929179\n", - " 92.917911\n", + " 0.985910\n", + " 98.591006\n", " nahezu vollständig redundant\n", " \n", " \n", " 790_ZW_48_10049_10046\n", - " 0.925606\n", - " 92.560563\n", + " 0.985464\n", + " 98.546364\n", " nahezu vollständig redundant\n", " \n", " \n", " 791_ZW_48_10049_10048\n", - " 0.938207\n", - " 93.820683\n", + " 0.985246\n", + " 98.524598\n", " nahezu vollständig redundant\n", " \n", " \n", " 792_ZW_48_10049_10050\n", - " 0.934181\n", - " 93.418125\n", + " 0.987010\n", + " 98.701021\n", " nahezu vollständig redundant\n", " \n", " \n", " 793_ZW_48_10049_10053\n", - " 0.932463\n", - " 93.246285\n", + " 0.992108\n", + " 99.210803\n", " nahezu vollständig redundant\n", " \n", " \n", " 794_ZW_48_10049_10047\n", - " 0.929179\n", - " 92.917911\n", + " 0.985910\n", + " 98.591006\n", " nahezu vollständig redundant\n", " \n", " \n", " 795_ZW_48_10049_10046\n", - " 0.925606\n", - " 92.560563\n", + " 0.985464\n", + " 98.546364\n", " nahezu vollständig redundant\n", " \n", " \n", " 796_ZW_48_10049_10048\n", - " 0.938207\n", - " 93.820683\n", + " 0.985246\n", + " 98.524598\n", " nahezu vollständig redundant\n", " \n", " \n", " 797_ZW_48_10049_10050\n", - " 0.934181\n", - " 93.418125\n", + " 0.987010\n", + " 98.701021\n", " nahezu vollständig redundant\n", " \n", " \n", " 798_ZW_48_10049_10053\n", - " 0.932463\n", - " 93.246285\n", + " 0.992108\n", + " 99.210803\n", " nahezu vollständig redundant\n", " \n", " \n", " 799_ZW_48_10049_10047\n", - " 0.929179\n", - " 92.917911\n", + " 0.985910\n", + " 98.591006\n", " nahezu vollständig redundant\n", " \n", " \n", " 800_ZW_48_10049_10046\n", - " 0.925606\n", - " 92.560563\n", + " 0.985464\n", + " 98.546364\n", " nahezu vollständig redundant\n", " \n", " \n", " 801_ZW_48_10049_10048\n", - " 0.938207\n", - " 93.820683\n", + " 0.985246\n", + " 98.524598\n", " nahezu vollständig redundant\n", " \n", " \n", " 802_ZW_49_10050_10051\n", - " 0.933064\n", - " 93.306362\n", + " 0.993022\n", + " 99.302204\n", " nahezu vollständig redundant\n", " \n", " \n", " 803_ZW_49_10050_10052\n", - " 0.940322\n", - " 94.032199\n", + " 0.980136\n", + " 98.013566\n", " nahezu vollständig redundant\n", " \n", " \n", " 804_ZW_49_10050_10053\n", - " 0.944735\n", - " 94.473499\n", + " 0.993500\n", + " 99.349974\n", " nahezu vollständig redundant\n", " \n", " \n", " 805_ZW_49_10050_10049\n", - " 0.934186\n", - " 93.418609\n", + " 0.987011\n", + " 98.701117\n", " nahezu vollständig redundant\n", " \n", " \n", " 806_ZW_49_10050_10048\n", - " 0.931876\n", - " 93.187617\n", + " 0.980190\n", + " 98.018976\n", " nahezu vollständig redundant\n", " \n", " \n", " 807_ZW_49_10050_10051\n", - " 0.933066\n", - " 93.306640\n", + " 0.993022\n", + " 99.302233\n", " nahezu vollständig redundant\n", " \n", " \n", " 808_ZW_49_10050_10052\n", - " 0.940319\n", - " 94.031917\n", + " 0.980135\n", + " 98.013472\n", " nahezu vollständig redundant\n", " \n", " \n", " 809_ZW_49_10050_10053\n", - " 0.944735\n", - " 94.473499\n", + " 0.993500\n", + " 99.349974\n", " nahezu vollständig redundant\n", " \n", " \n", " 810_ZW_49_10050_10049\n", - " 0.934186\n", - " 93.418609\n", + " 0.987011\n", + " 98.701117\n", " nahezu vollständig redundant\n", " \n", " \n", " 811_ZW_49_10050_10048\n", - " 0.931876\n", - " 93.187617\n", + " 0.980190\n", + " 98.018976\n", " nahezu vollständig redundant\n", " \n", " \n", " 812_ZW_49_10050_10051\n", - " 0.933066\n", - " 93.306640\n", + " 0.993022\n", + " 99.302233\n", " nahezu vollständig redundant\n", " \n", " \n", " 813_ZW_49_10050_10052\n", - " 0.940319\n", - " 94.031917\n", + " 0.980135\n", + " 98.013472\n", " nahezu vollständig redundant\n", " \n", " \n", " 814_ZW_49_10050_10053\n", - " 0.944735\n", - " 94.473499\n", + " 0.993500\n", + " 99.349974\n", " nahezu vollständig redundant\n", " \n", " \n", " 815_ZW_49_10050_10049\n", - " 0.934184\n", - " 93.418367\n", + " 0.987011\n", + " 98.701069\n", " nahezu vollständig redundant\n", " \n", " \n", " 816_ZW_49_10050_10048\n", - " 0.931876\n", - " 93.187617\n", + " 0.980190\n", + " 98.018976\n", " nahezu vollständig redundant\n", " \n", " \n", " 817_ZW_50_10048_10050\n", - " 0.931876\n", - " 93.187617\n", + " 0.980190\n", + " 98.018976\n", " nahezu vollständig redundant\n", " \n", " \n", " 818_ZW_50_10048_10049\n", - " 0.938211\n", - " 93.821120\n", + " 0.985247\n", + " 98.524703\n", " nahezu vollständig redundant\n", " \n", " \n", " 819_ZW_50_10048_10057\n", - " 0.924231\n", - " 92.423139\n", + " 0.974603\n", + " 97.460350\n", " nahezu vollständig redundant\n", " \n", " \n", " 820_ZW_50_10048_10047\n", - " 0.932911\n", - " 93.291063\n", + " 0.989917\n", + " 98.991711\n", " nahezu vollständig redundant\n", " \n", " \n", " 821_ZW_50_10048_10046\n", - " 0.935845\n", - " 93.584514\n", + " 0.988318\n", + " 98.831776\n", " nahezu vollständig redundant\n", " \n", " \n", " 822_ZW_50_10048_10050\n", - " 0.931876\n", - " 93.187617\n", + " 0.980190\n", + " 98.018976\n", " nahezu vollständig redundant\n", " \n", " \n", " 823_ZW_50_10048_10049\n", - " 0.938211\n", - " 93.821120\n", + " 0.985247\n", + " 98.524703\n", " nahezu vollständig redundant\n", " \n", " \n", " 824_ZW_50_10048_10057\n", - " 0.924231\n", - " 92.423139\n", + " 0.974603\n", + " 97.460350\n", " nahezu vollständig redundant\n", " \n", " \n", " 825_ZW_50_10048_10047\n", - " 0.932911\n", - " 93.291063\n", + " 0.989917\n", + " 98.991711\n", " nahezu vollständig redundant\n", " \n", " \n", " 826_ZW_50_10048_10046\n", - " 0.935845\n", - " 93.584514\n", + " 0.988318\n", + " 98.831776\n", " nahezu vollständig redundant\n", " \n", " \n", " 827_ZW_50_10048_10050\n", - " 0.931877\n", - " 93.187741\n", + " 0.980190\n", + " 98.019013\n", " nahezu vollständig redundant\n", " \n", " \n", " 828_ZW_50_10048_10049\n", - " 0.938211\n", - " 93.821120\n", + " 0.985247\n", + " 98.524703\n", " nahezu vollständig redundant\n", " \n", " \n", " 829_ZW_50_10048_10057\n", - " 0.924231\n", - " 92.423139\n", + " 0.974603\n", + " 97.460350\n", " nahezu vollständig redundant\n", " \n", " \n", " 830_ZW_50_10048_10047\n", - " 0.932911\n", - " 93.291063\n", + " 0.989917\n", + " 98.991711\n", " nahezu vollständig redundant\n", " \n", " \n", " 831_ZW_50_10048_10046\n", - " 0.935846\n", - " 93.584649\n", + " 0.988318\n", + " 98.831801\n", " nahezu vollständig redundant\n", " \n", " \n", " 832_ZW_51_10047_10048\n", - " 0.932915\n", - " 93.291539\n", + " 0.989918\n", + " 98.991783\n", " nahezu vollständig redundant\n", " \n", " \n", " 833_ZW_51_10047_10049\n", - " 0.929182\n", - " 92.918159\n", + " 0.985911\n", + " 98.591055\n", " nahezu vollständig redundant\n", " \n", " \n", " 834_ZW_51_10047_10045\n", - " 0.923635\n", - " 92.363479\n", + " 0.990973\n", + " 99.097276\n", " nahezu vollständig redundant\n", " \n", " \n", " 835_ZW_51_10047_10046\n", - " 0.933027\n", - " 93.302730\n", + " 0.993806\n", + " 99.380601\n", " nahezu vollständig redundant\n", " \n", " \n", " 836_ZW_51_10047_10048\n", - " 0.932915\n", - " 93.291539\n", + " 0.989918\n", + " 98.991783\n", " nahezu vollständig redundant\n", " \n", " \n", " 837_ZW_51_10047_10049\n", - " 0.929182\n", - " 92.918159\n", + " 0.985911\n", + " 98.591055\n", " nahezu vollständig redundant\n", " \n", " \n", " 838_ZW_51_10047_10045\n", - " 0.923635\n", - " 92.363479\n", + " 0.990973\n", + " 99.097276\n", " nahezu vollständig redundant\n", " \n", " \n", " 839_ZW_51_10047_10046\n", - " 0.933027\n", - " 93.302730\n", + " 0.993806\n", + " 99.380601\n", " nahezu vollständig redundant\n", " \n", " \n", " 840_ZW_51_10047_10048\n", - " 0.932915\n", - " 93.291539\n", + " 0.989918\n", + " 98.991783\n", " nahezu vollständig redundant\n", " \n", " \n", " 841_ZW_51_10047_10049\n", - " 0.929182\n", - " 92.918159\n", + " 0.985911\n", + " 98.591055\n", " nahezu vollständig redundant\n", " \n", " \n", " 842_ZW_51_10047_10045\n", - " 0.923635\n", - " 92.363479\n", + " 0.990973\n", + " 99.097276\n", " nahezu vollständig redundant\n", " \n", " \n", " 843_ZW_51_10047_10046\n", - " 0.933027\n", - " 93.302730\n", + " 0.993806\n", + " 99.380601\n", " nahezu vollständig redundant\n", " \n", " \n", " 844_ZW_52_10046_10048\n", - " 0.935846\n", - " 93.584649\n", + " 0.988318\n", + " 98.831801\n", " nahezu vollständig redundant\n", " \n", " \n", " 845_ZW_52_10046_10047\n", - " 0.933027\n", - " 93.302730\n", + " 0.993806\n", + " 99.380601\n", " nahezu vollständig redundant\n", " \n", " \n", " 846_ZW_52_10046_10055\n", - " 0.922867\n", - " 92.286749\n", + " 0.975248\n", + " 97.524840\n", " nahezu vollständig redundant\n", " \n", " \n", " 847_ZW_52_10046_10045\n", - " 0.927670\n", - " 92.766992\n", + " 0.993116\n", + " 99.311591\n", " nahezu vollständig redundant\n", " \n", " \n", " 848_ZW_52_10046_10048\n", - " 0.935848\n", - " 93.584784\n", + " 0.988318\n", + " 98.831826\n", " nahezu vollständig redundant\n", " \n", " \n", " 849_ZW_52_10046_10047\n", - " 0.933027\n", - " 93.302730\n", + " 0.993806\n", + " 99.380601\n", " nahezu vollständig redundant\n", " \n", " \n", " 850_ZW_52_10046_10055\n", - " 0.922869\n", - " 92.286855\n", + " 0.975249\n", + " 97.524874\n", " nahezu vollständig redundant\n", " \n", " \n", " 851_ZW_52_10046_10045\n", - " 0.927670\n", - " 92.766992\n", + " 0.993116\n", + " 99.311591\n", " nahezu vollständig redundant\n", " \n", " \n", " 852_ZW_52_10046_10048\n", - " 0.935846\n", - " 93.584649\n", + " 0.988318\n", + " 98.831801\n", " nahezu vollständig redundant\n", " \n", " \n", " 853_ZW_52_10046_10047\n", - " 0.933027\n", - " 93.302730\n", + " 0.993806\n", + " 99.380601\n", " nahezu vollständig redundant\n", " \n", " \n", " 854_ZW_52_10046_10055\n", - " 0.922867\n", - " 92.286749\n", + " 0.975248\n", + " 97.524840\n", " nahezu vollständig redundant\n", " \n", " \n", " 855_ZW_52_10046_10045\n", - " 0.927670\n", - " 92.766992\n", + " 0.993116\n", + " 99.311591\n", " nahezu vollständig redundant\n", " \n", " \n", " 856_ZW_53_10045_10034\n", - " 0.916085\n", - " 91.608518\n", + " 0.995136\n", + " 99.513595\n", " nahezu vollständig redundant\n", " \n", " \n", " 857_ZW_53_10045_10046\n", - " 0.927667\n", - " 92.766674\n", + " 0.993116\n", + " 99.311561\n", " nahezu vollständig redundant\n", " \n", " \n", " 858_ZW_53_10045_10047\n", - " 0.923634\n", - " 92.363361\n", + " 0.990973\n", + " 99.097262\n", " nahezu vollständig redundant\n", " \n", " \n", " 859_ZW_53_10045_10054\n", - " 0.929328\n", - " 92.932799\n", + " 0.977097\n", + " 97.709675\n", " nahezu vollständig redundant\n", " \n", " \n", " 860_ZW_53_10045_10034\n", - " 0.916085\n", - " 91.608518\n", + " 0.995136\n", + " 99.513595\n", " nahezu vollständig redundant\n", " \n", " \n", " 861_ZW_53_10045_10046\n", - " 0.927667\n", - " 92.766674\n", + " 0.993116\n", + " 99.311561\n", " nahezu vollständig redundant\n", " \n", " \n", " 862_ZW_53_10045_10047\n", - " 0.923634\n", - " 92.363361\n", + " 0.990973\n", + " 99.097262\n", " nahezu vollständig redundant\n", " \n", " \n", " 863_ZW_53_10045_10054\n", - " 0.929329\n", - " 92.932897\n", + " 0.977097\n", + " 97.709707\n", " nahezu vollständig redundant\n", " \n", " \n", " 864_ZW_53_10045_10034\n", - " 0.916084\n", - " 91.608368\n", + " 0.995136\n", + " 99.513586\n", " nahezu vollständig redundant\n", " \n", " \n", " 865_ZW_53_10045_10046\n", - " 0.927667\n", - " 92.766674\n", + " 0.993116\n", + " 99.311561\n", " nahezu vollständig redundant\n", " \n", " \n", " 866_ZW_53_10045_10047\n", - " 0.923635\n", - " 92.363479\n", + " 0.990973\n", + " 99.097276\n", " nahezu vollständig redundant\n", " \n", " \n", " 867_ZW_53_10045_10054\n", - " 0.929329\n", - " 92.932897\n", + " 0.977097\n", + " 97.709707\n", " nahezu vollständig redundant\n", " \n", " \n", " 868_ZW_54_10059_10053\n", - " 0.950471\n", - " 95.047060\n", + " 0.989894\n", + " 98.989355\n", " nahezu vollständig redundant\n", " \n", " \n", " 869_ZW_54_10059_10052\n", - " 0.953941\n", - " 95.394061\n", + " 0.981540\n", + " 98.153979\n", " nahezu vollständig redundant\n", " \n", " \n", " 870_ZW_54_10059_10058\n", - " 0.933349\n", - " 93.334894\n", + " 0.978576\n", + " 97.857588\n", " nahezu vollständig redundant\n", " \n", " \n", " 871_ZW_54_10059_10056\n", - " 0.940003\n", - " 94.000326\n", + " 0.981188\n", + " 98.118791\n", " nahezu vollständig redundant\n", " \n", " \n", " 872_ZW_54_10059_10057\n", - " 0.943593\n", - " 94.359345\n", + " 0.988077\n", + " 98.807686\n", " nahezu vollständig redundant\n", " \n", " \n", " 873_ZW_54_10059_10053\n", - " 0.950470\n", - " 95.046984\n", + " 0.989893\n", + " 98.989340\n", " nahezu vollständig redundant\n", " \n", " \n", " 874_ZW_54_10059_10052\n", - " 0.953941\n", - " 95.394061\n", + " 0.981540\n", + " 98.153979\n", " nahezu vollständig redundant\n", " \n", " \n", " 875_ZW_54_10059_10058\n", - " 0.933349\n", - " 93.334894\n", + " 0.978576\n", + " 97.857588\n", " nahezu vollständig redundant\n", " \n", " \n", " 876_ZW_54_10059_10056\n", - " 0.940004\n", - " 94.000374\n", + " 0.981188\n", + " 98.118806\n", " nahezu vollständig redundant\n", " \n", " \n", " 877_ZW_54_10059_10057\n", - " 0.943594\n", - " 94.359412\n", + " 0.988077\n", + " 98.807700\n", " nahezu vollständig redundant\n", " \n", " \n", " 878_ZW_54_10059_10053\n", - " 0.950471\n", - " 95.047060\n", + " 0.989894\n", + " 98.989355\n", " nahezu vollständig redundant\n", " \n", " \n", " 879_ZW_54_10059_10052\n", - " 0.953940\n", - " 95.394017\n", + " 0.981540\n", + " 98.153961\n", " nahezu vollständig redundant\n", " \n", " \n", " 880_ZW_54_10059_10058\n", - " 0.933349\n", - " 93.334894\n", + " 0.978576\n", + " 97.857588\n", " nahezu vollständig redundant\n", " \n", " \n", " 881_ZW_54_10059_10056\n", - " 0.940004\n", - " 94.000374\n", + " 0.981188\n", + " 98.118806\n", " nahezu vollständig redundant\n", " \n", " \n", " 882_ZW_54_10059_10057\n", - " 0.943594\n", - " 94.359412\n", + " 0.988077\n", + " 98.807700\n", " nahezu vollständig redundant\n", " \n", " \n", " 883_ZW_55_10058_10059\n", - " 0.933349\n", - " 93.334894\n", + " 0.978576\n", + " 97.857588\n", " nahezu vollständig redundant\n", " \n", " \n", " 884_ZW_55_10058_10056\n", - " 0.935642\n", - " 93.564239\n", + " 0.987136\n", + " 98.713592\n", " nahezu vollständig redundant\n", " \n", " \n", " 885_ZW_55_10058_10055\n", - " 0.936949\n", - " 93.694946\n", + " 0.981231\n", + " 98.123051\n", " nahezu vollständig redundant\n", " \n", " \n", " 886_ZW_55_10058_10057\n", - " 0.936246\n", - " 93.624607\n", + " 0.979324\n", + " 97.932356\n", " nahezu vollständig redundant\n", " \n", " \n", " 887_ZW_55_10058_10059\n", - " 0.933349\n", - " 93.334894\n", + " 0.978576\n", + " 97.857588\n", " nahezu vollständig redundant\n", " \n", " \n", " 888_ZW_55_10058_10056\n", - " 0.935642\n", - " 93.564239\n", + " 0.987136\n", + " 98.713592\n", " nahezu vollständig redundant\n", " \n", " \n", " 889_ZW_55_10058_10055\n", - " 0.936949\n", - " 93.694946\n", + " 0.981231\n", + " 98.123051\n", " nahezu vollständig redundant\n", " \n", " \n", " 890_ZW_55_10058_10057\n", - " 0.936246\n", - " 93.624607\n", + " 0.979324\n", + " 97.932356\n", " nahezu vollständig redundant\n", " \n", " \n", " 891_ZW_55_10058_10059\n", - " 0.933347\n", - " 93.334727\n", + " 0.978575\n", + " 97.857535\n", " nahezu vollständig redundant\n", " \n", " \n", " 892_ZW_55_10058_10056\n", - " 0.935643\n", - " 93.564322\n", + " 0.987136\n", + " 98.713608\n", " nahezu vollständig redundant\n", " \n", " \n", " 893_ZW_55_10058_10055\n", - " 0.936949\n", - " 93.694880\n", + " 0.981230\n", + " 98.123032\n", " nahezu vollständig redundant\n", " \n", " \n", " 894_ZW_55_10058_10057\n", - " 0.936246\n", - " 93.624607\n", + " 0.979324\n", + " 97.932356\n", " nahezu vollständig redundant\n", " \n", " \n", " 895_ZW_56_10057_10059\n", - " 0.943595\n", - " 94.359545\n", + " 0.988077\n", + " 98.807728\n", " nahezu vollständig redundant\n", " \n", " \n", " 896_ZW_56_10057_10058\n", - " 0.936249\n", - " 93.624887\n", + " 0.979324\n", + " 97.932447\n", " nahezu vollständig redundant\n", " \n", " \n", " 897_ZW_56_10057_10056\n", - " 0.938300\n", - " 93.829963\n", + " 0.982097\n", + " 98.209716\n", " nahezu vollständig redundant\n", " \n", " \n", " 898_ZW_56_10057_10055\n", - " 0.940705\n", - " 94.070478\n", + " 0.991846\n", + " 99.184616\n", " nahezu vollständig redundant\n", " \n", " \n", " 899_ZW_56_10057_10048\n", - " 0.924231\n", - " 92.423139\n", + " 0.974603\n", + " 97.460350\n", " nahezu vollständig redundant\n", " \n", " \n", " 900_ZW_56_10057_10059\n", - " 0.943595\n", - " 94.359545\n", + " 0.988077\n", + " 98.807728\n", " nahezu vollständig redundant\n", " \n", " \n", " 901_ZW_56_10057_10058\n", - " 0.936252\n", - " 93.625167\n", + " 0.979325\n", + " 97.932537\n", " nahezu vollständig redundant\n", " \n", " \n", " 902_ZW_56_10057_10056\n", - " 0.938300\n", - " 93.829963\n", + " 0.982097\n", + " 98.209716\n", " nahezu vollständig redundant\n", " \n", " \n", " 903_ZW_56_10057_10055\n", - " 0.940704\n", - " 94.070354\n", + " 0.991846\n", + " 99.184599\n", " nahezu vollständig redundant\n", " \n", " \n", " 904_ZW_56_10057_10048\n", - " 0.924233\n", - " 92.423257\n", + " 0.974604\n", + " 97.460389\n", " nahezu vollständig redundant\n", " \n", " \n", " 905_ZW_56_10057_10059\n", - " 0.943595\n", - " 94.359479\n", + " 0.988077\n", + " 98.807714\n", " nahezu vollständig redundant\n", " \n", " \n", " 906_ZW_56_10057_10058\n", - " 0.936250\n", - " 93.625027\n", + " 0.979325\n", + " 97.932492\n", " nahezu vollständig redundant\n", " \n", " \n", " 907_ZW_56_10057_10056\n", - " 0.938298\n", - " 93.829789\n", + " 0.982097\n", + " 98.209665\n", " nahezu vollständig redundant\n", " \n", " \n", " 908_ZW_56_10057_10055\n", - " 0.940704\n", - " 94.070354\n", + " 0.991846\n", + " 99.184599\n", " nahezu vollständig redundant\n", " \n", " \n", " 909_ZW_56_10057_10048\n", - " 0.924233\n", - " 92.423257\n", + " 0.974604\n", + " 97.460389\n", " nahezu vollständig redundant\n", " \n", " \n", " 910_ZW_57_10055_10057\n", - " 0.940705\n", - " 94.070478\n", + " 0.991846\n", + " 99.184616\n", " nahezu vollständig redundant\n", " \n", " \n", " 911_ZW_57_10055_10058\n", - " 0.936950\n", - " 93.695011\n", + " 0.981231\n", + " 98.123071\n", " nahezu vollständig redundant\n", " \n", " \n", " 912_ZW_57_10055_10056\n", - " 0.938530\n", - " 93.852985\n", + " 0.984541\n", + " 98.454071\n", " nahezu vollständig redundant\n", " \n", " \n", " 913_ZW_57_10055_10054\n", - " 0.938841\n", - " 93.884067\n", + " 0.989377\n", + " 98.937727\n", " nahezu vollständig redundant\n", " \n", " \n", " 914_ZW_57_10055_10046\n", - " 0.922866\n", - " 92.286642\n", + " 0.975248\n", + " 97.524806\n", " nahezu vollständig redundant\n", " \n", " \n", " 915_ZW_57_10055_10057\n", - " 0.940705\n", - " 94.070478\n", + " 0.991846\n", + " 99.184616\n", " nahezu vollständig redundant\n", " \n", " \n", " 916_ZW_57_10055_10058\n", - " 0.936950\n", - " 93.695011\n", + " 0.981231\n", + " 98.123071\n", " nahezu vollständig redundant\n", " \n", " \n", " 917_ZW_57_10055_10056\n", - " 0.938530\n", - " 93.852985\n", + " 0.984541\n", + " 98.454071\n", " nahezu vollständig redundant\n", " \n", " \n", " 918_ZW_57_10055_10054\n", - " 0.938841\n", - " 93.884067\n", + " 0.989377\n", + " 98.937727\n", " nahezu vollständig redundant\n", " \n", " \n", " 919_ZW_57_10055_10046\n", - " 0.922867\n", - " 92.286749\n", + " 0.975248\n", + " 97.524840\n", " nahezu vollständig redundant\n", " \n", " \n", " 920_ZW_57_10055_10057\n", - " 0.940706\n", - " 94.070602\n", + " 0.991846\n", + " 99.184633\n", " nahezu vollständig redundant\n", " \n", " \n", " 921_ZW_57_10055_10058\n", - " 0.936950\n", - " 93.695011\n", + " 0.981231\n", + " 98.123071\n", " nahezu vollständig redundant\n", " \n", " \n", " 922_ZW_57_10055_10056\n", - " 0.938530\n", - " 93.852985\n", + " 0.984541\n", + " 98.454071\n", " nahezu vollständig redundant\n", " \n", " \n", " 923_ZW_57_10055_10054\n", - " 0.938841\n", - " 93.884067\n", + " 0.989377\n", + " 98.937727\n", " nahezu vollständig redundant\n", " \n", " \n", " 924_ZW_57_10055_10046\n", - " 0.922867\n", - " 92.286749\n", + " 0.975248\n", + " 97.524840\n", " nahezu vollständig redundant\n", " \n", " \n", " 925_ZW_58_10056_10058\n", - " 0.935646\n", - " 93.564571\n", + " 0.987137\n", + " 98.713658\n", " nahezu vollständig redundant\n", " \n", " \n", " 926_ZW_58_10056_10057\n", - " 0.938305\n", - " 93.830484\n", + " 0.982099\n", + " 98.209867\n", " nahezu vollständig redundant\n", " \n", " \n", " 927_ZW_58_10056_10054\n", - " 0.937179\n", - " 93.717880\n", + " 0.988475\n", + " 98.847492\n", " nahezu vollständig redundant\n", " \n", " \n", " 928_ZW_58_10056_10055\n", - " 0.938536\n", - " 93.853600\n", + " 0.984542\n", + " 98.454226\n", " nahezu vollständig redundant\n", " \n", " \n", " 929_ZW_58_10056_10058\n", - " 0.935646\n", - " 93.564571\n", + " 0.987137\n", + " 98.713658\n", " nahezu vollständig redundant\n", " \n", " \n", " 930_ZW_58_10056_10057\n", - " 0.938303\n", - " 93.830310\n", + " 0.982098\n", + " 98.209816\n", " nahezu vollständig redundant\n", " \n", " \n", " 931_ZW_58_10056_10054\n", - " 0.937179\n", - " 93.717880\n", + " 0.988475\n", + " 98.847492\n", " nahezu vollständig redundant\n", " \n", " \n", " 932_ZW_58_10056_10055\n", - " 0.938536\n", - " 93.853600\n", + " 0.984542\n", + " 98.454226\n", " nahezu vollständig redundant\n", " \n", " \n", " 933_ZW_58_10056_10058\n", - " 0.935647\n", - " 93.564737\n", + " 0.987137\n", + " 98.713691\n", " nahezu vollständig redundant\n", " \n", " \n", " 934_ZW_58_10056_10057\n", - " 0.938305\n", - " 93.830484\n", + " 0.982099\n", + " 98.209867\n", " nahezu vollständig redundant\n", " \n", " \n", " 935_ZW_58_10056_10054\n", - " 0.937179\n", - " 93.717880\n", + " 0.988475\n", + " 98.847492\n", " nahezu vollständig redundant\n", " \n", " \n", " 936_ZW_58_10056_10055\n", - " 0.938533\n", - " 93.853292\n", + " 0.984541\n", + " 98.454149\n", " nahezu vollständig redundant\n", " \n", " \n", " 937_ZW_59_10054_10045\n", - " 0.929327\n", - " 92.932700\n", + " 0.977096\n", + " 97.709643\n", " nahezu vollständig redundant\n", " \n", " \n", " 938_ZW_59_10054_10055\n", - " 0.938840\n", - " 93.883974\n", + " 0.989377\n", + " 98.937711\n", " nahezu vollständig redundant\n", " \n", " \n", " 939_ZW_59_10054_10056\n", - " 0.937177\n", - " 93.717655\n", + " 0.988475\n", + " 98.847451\n", " nahezu vollständig redundant\n", " \n", " \n", " 940_ZW_59_10054_10045\n", - " 0.929327\n", - " 92.932700\n", + " 0.977096\n", + " 97.709643\n", " nahezu vollständig redundant\n", " \n", " \n", " 941_ZW_59_10054_10055\n", - " 0.938840\n", - " 93.883974\n", + " 0.989377\n", + " 98.937711\n", " nahezu vollständig redundant\n", " \n", " \n", " 942_ZW_59_10054_10056\n", - " 0.937177\n", - " 93.717730\n", + " 0.988475\n", + " 98.847464\n", " nahezu vollständig redundant\n", " \n", " \n", " 943_ZW_59_10054_10045\n", - " 0.929327\n", - " 92.932700\n", + " 0.977096\n", + " 97.709643\n", " nahezu vollständig redundant\n", " \n", " \n", " 944_ZW_59_10054_10055\n", - " 0.938839\n", - " 93.883881\n", + " 0.989377\n", + " 98.937695\n", " nahezu vollständig redundant\n", " \n", " \n", " 945_ZW_59_10054_10056\n", - " 0.937177\n", - " 93.717730\n", + " 0.988475\n", + " 98.847464\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 946_ZW_60_10047_10048\n", + " 0.989917\n", + " 98.991711\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 947_ZW_60_10047_812\n", + " 0.993990\n", + " 99.399021\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 948_ZW_60_10047_816\n", + " 0.988522\n", + " 98.852187\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 949_ZW_60_10047_FH3\n", + " 0.987648\n", + " 98.764764\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 950_ZW_60_10047_10048\n", + " 0.989917\n", + " 98.991676\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 951_ZW_60_10047_812\n", + " 0.993990\n", + " 99.399021\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 952_ZW_60_10047_816\n", + " 0.988522\n", + " 98.852187\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 953_ZW_60_10047_FH3\n", + " 0.987648\n", + " 98.764764\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 954_ZW_60_10047_10048\n", + " 0.989917\n", + " 98.991711\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 955_ZW_60_10047_812\n", + " 0.993990\n", + " 99.399021\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 956_ZW_60_10047_816\n", + " 0.988522\n", + " 98.852187\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 957_ZW_60_10047_FH3\n", + " 0.987648\n", + " 98.764764\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 958_ZW_61_10046_10048\n", + " 0.988316\n", + " 98.831629\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 959_ZW_61_10046_FH3\n", + " 0.986447\n", + " 98.644744\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 960_ZW_61_10046_812\n", + " 0.991014\n", + " 99.101365\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 961_ZW_61_10046_10048\n", + " 0.988316\n", + " 98.831629\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 962_ZW_61_10046_FH3\n", + " 0.986447\n", + " 98.644744\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 963_ZW_61_10046_812\n", + " 0.991015\n", + " 99.101537\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 964_ZW_61_10046_10048\n", + " 0.988316\n", + " 98.831629\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 965_ZW_61_10046_FH3\n", + " 0.986447\n", + " 98.644744\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 966_ZW_61_10046_812\n", + " 0.991015\n", + " 99.101537\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 967_ZW_62_10048_10046\n", + " 0.988316\n", + " 98.831629\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 968_ZW_62_10048_812\n", + " 0.994413\n", + " 99.441335\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 969_ZW_62_10048_816\n", + " 0.994063\n", + " 99.406291\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 970_ZW_62_10048_FH3\n", + " 0.981570\n", + " 98.156966\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 971_ZW_62_10048_10046\n", + " 0.988316\n", + " 98.831629\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 972_ZW_62_10048_812\n", + " 0.994413\n", + " 99.441324\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 973_ZW_62_10048_816\n", + " 0.994063\n", + " 99.406291\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 974_ZW_62_10048_FH3\n", + " 0.981570\n", + " 98.156966\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 975_ZW_62_10048_10046\n", + " 0.988316\n", + " 98.831629\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 976_ZW_62_10048_812\n", + " 0.994413\n", + " 99.441324\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 977_ZW_62_10048_816\n", + " 0.994063\n", + " 99.406291\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 978_ZW_62_10048_FH3\n", + " 0.981574\n", + " 98.157393\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 979_ZW_63_10056_10055\n", + " 0.984544\n", + " 98.454380\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 980_ZW_63_10056_666\n", + " 0.984840\n", + " 98.484007\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 981_ZW_63_10056_10055\n", + " 0.984544\n", + " 98.454380\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 982_ZW_63_10056_666\n", + " 0.984840\n", + " 98.484034\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 983_ZW_63_10056_10055\n", + " 0.984544\n", + " 98.454380\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 984_ZW_63_10056_666\n", + " 0.984840\n", + " 98.484007\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 985_ZW_64_10055_10056\n", + " 0.984542\n", + " 98.454226\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 986_ZW_64_10055_666\n", + " 0.992311\n", + " 99.231061\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 987_ZW_64_10055_10056\n", + " 0.984542\n", + " 98.454226\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 988_ZW_64_10055_666\n", + " 0.992311\n", + " 99.231061\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 989_ZW_64_10055_10056\n", + " 0.984542\n", + " 98.454226\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 990_ZW_64_10055_666\n", + " 0.992311\n", + " 99.231061\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 991_ZW_65_10054_10055\n", + " 0.989377\n", + " 98.937727\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 992_ZW_65_10054_666\n", + " 0.992672\n", + " 99.267197\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 993_ZW_65_10054_10055\n", + " 0.989377\n", + " 98.937711\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 994_ZW_65_10054_666\n", + " 0.992672\n", + " 99.267224\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 995_ZW_65_10054_10055\n", + " 0.989377\n", + " 98.937711\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 996_ZW_65_10054_666\n", + " 0.992672\n", + " 99.267197\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 997_ZW_66_10035_10037\n", + " 0.987431\n", + " 98.743076\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 998_ZW_66_10035_FH11\n", + " 0.993331\n", + " 99.333095\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 999_ZW_66_10035_FH14\n", + " 0.990012\n", + " 99.001240\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1000_ZW_66_10035_10037\n", + " 0.987431\n", + " 98.743054\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1001_ZW_66_10035_FH11\n", + " 0.993331\n", + " 99.333095\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1002_ZW_66_10035_FH14\n", + " 0.990012\n", + " 99.001176\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1003_ZW_66_10035_10037\n", + " 0.987431\n", + " 98.743076\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1004_ZW_66_10035_FH11\n", + " 0.993331\n", + " 99.333095\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1005_ZW_66_10035_FH14\n", + " 0.990012\n", + " 99.001176\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1006_ZW_67_10036_10037\n", + " 0.982350\n", + " 98.235009\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1007_ZW_67_10036_FH11\n", + " 0.986310\n", + " 98.631009\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1008_ZW_67_10036_FH14\n", + " 0.983744\n", + " 98.374370\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1009_ZW_67_10036_10037\n", + " 0.982350\n", + " 98.235009\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1010_ZW_67_10036_FH11\n", + " 0.986310\n", + " 98.631009\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1011_ZW_67_10036_FH14\n", + " 0.983743\n", + " 98.374305\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1012_ZW_67_10036_10037\n", + " 0.982350\n", + " 98.235009\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1013_ZW_67_10036_FH11\n", + " 0.986310\n", + " 98.631009\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1014_ZW_67_10036_FH14\n", + " 0.983743\n", + " 98.374305\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1015_ZW_68_10034_10035\n", + " 0.993979\n", + " 99.397872\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1016_ZW_68_10034_FH14\n", + " 0.992438\n", + " 99.243784\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1017_ZW_68_10034_10035\n", + " 0.993979\n", + " 99.397861\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1018_ZW_68_10034_FH14\n", + " 0.992438\n", + " 99.243784\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1019_ZW_68_10034_10035\n", + " 0.993979\n", + " 99.397872\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1020_ZW_68_10034_FH14\n", + " 0.992438\n", + " 99.243765\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1021_ZW_69_10037_10040\n", + " 0.994330\n", + " 99.432997\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1022_ZW_69_10037_FH4\n", + " 0.986169\n", + " 98.616935\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1023_ZW_69_10037_FH11\n", + " 0.983003\n", + " 98.300269\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1024_ZW_69_10037_10040\n", + " 0.994330\n", + " 99.432997\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1025_ZW_69_10037_FH4\n", + " 0.986169\n", + " 98.616935\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1026_ZW_69_10037_FH11\n", + " 0.983003\n", + " 98.300269\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1027_ZW_69_10037_10040\n", + " 0.994330\n", + " 99.432997\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1028_ZW_69_10037_FH4\n", + " 0.986169\n", + " 98.616935\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1029_ZW_69_10037_FH11\n", + " 0.983003\n", + " 98.300269\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1030_ZW_70_10041_10040\n", + " 0.993098\n", + " 99.309835\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1031_ZW_70_10041_FH4\n", + " 0.984008\n", + " 98.400821\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1032_ZW_70_10041_10040\n", + " 0.993098\n", + " 99.309835\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1033_ZW_70_10041_FH4\n", + " 0.984008\n", + " 98.400821\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1034_ZW_70_10041_10040\n", + " 0.993098\n", + " 99.309813\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1035_ZW_70_10041_FH4\n", + " 0.984008\n", + " 98.400821\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1036_ZW_71_10007_10015\n", + " 0.990812\n", + " 99.081217\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1037_ZW_71_10007_FH13\n", + " 0.990517\n", + " 99.051703\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1038_ZW_71_10007_10015\n", + " 0.990812\n", + " 99.081241\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1039_ZW_71_10007_FH13\n", + " 0.990517\n", + " 99.051703\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1040_ZW_71_10007_10015\n", + " 0.990812\n", + " 99.081217\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1041_ZW_71_10007_FH13\n", + " 0.990517\n", + " 99.051703\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1042_ZW_72_10015_10007\n", + " 0.990812\n", + " 99.081192\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1043_ZW_72_10015_FH13\n", + " 0.983841\n", + " 98.384089\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1044_ZW_72_10015_10007\n", + " 0.990812\n", + " 99.081192\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1045_ZW_72_10015_FH13\n", + " 0.983841\n", + " 98.384089\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1046_ZW_72_10015_10007\n", + " 0.990812\n", + " 99.081192\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1047_ZW_72_10015_FH13\n", + " 0.983841\n", + " 98.384089\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1048_ZW_73_10008_10007\n", + " 0.992985\n", + " 99.298530\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1049_ZW_73_10008_FH13\n", + " 0.986021\n", + " 98.602120\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1050_ZW_73_10008_10007\n", + " 0.992985\n", + " 99.298530\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1051_ZW_73_10008_FH13\n", + " 0.986021\n", + " 98.602120\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1052_ZW_73_10008_10007\n", + " 0.992985\n", + " 99.298530\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1053_ZW_73_10008_FH13\n", + " 0.986021\n", + " 98.602120\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1054_ZW_74_10033_10032\n", + " 0.986734\n", + " 98.673449\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1055_ZW_74_10033_FH15\n", + " 0.992288\n", + " 99.228845\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1056_ZW_74_10033_10032\n", + " 0.986734\n", + " 98.673374\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1057_ZW_74_10033_FH15\n", + " 0.992288\n", + " 99.228845\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1058_ZW_74_10033_10032\n", + " 0.986734\n", + " 98.673374\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1059_ZW_74_10033_FH15\n", + " 0.992288\n", + " 99.228845\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1060_ZW_75_10032_10033\n", + " 0.986738\n", + " 98.673750\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1061_ZW_75_10032_FH15\n", + " 0.987733\n", + " 98.773304\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1062_ZW_75_10032_10033\n", + " 0.986737\n", + " 98.673675\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1063_ZW_75_10032_FH15\n", + " 0.987734\n", + " 98.773351\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1064_ZW_75_10032_10033\n", + " 0.986738\n", + " 98.673750\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1065_ZW_75_10032_FH15\n", + " 0.987734\n", + " 98.773351\n", " nahezu vollständig redundant\n", " \n", " \n", " 1_gnssbx_0645_10002\n", - " 0.934779\n", - " 93.477882\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 1_gnssby_0645_10002\n", - " 0.911068\n", - " 91.106761\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 1_gnssbz_0645_10002\n", - " 0.884148\n", - " 88.414758\n", + " 0.935371\n", + " 93.537130\n", " nahezu vollständig redundant\n", " \n", " \n", " 2_gnssbx_0645_10026\n", - " 0.917448\n", - " 91.744791\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 2_gnssby_0645_10026\n", - " 0.869725\n", - " 86.972519\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 2_gnssbz_0645_10026\n", - " 0.820400\n", - " 82.039977\n", + " 0.921058\n", + " 92.105846\n", " nahezu vollständig redundant\n", " \n", " \n", " 3_gnssbx_0645_10014\n", - " 0.861212\n", - " 86.121236\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 3_gnssby_0645_10014\n", - " 0.788960\n", - " 78.895963\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 3_gnssbz_0645_10014\n", - " 0.921375\n", - " 92.137490\n", + " 0.864574\n", + " 86.457354\n", " nahezu vollständig redundant\n", " \n", " \n", " 4_gnssbx_0645_10044\n", - " 0.721338\n", - " 72.133840\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 4_gnssby_0645_10044\n", - " 0.789458\n", - " 78.945792\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 4_gnssbz_0645_10044\n", - " 0.733056\n", - " 73.305572\n", + " 0.723043\n", + " 72.304287\n", " nahezu vollständig redundant\n", " \n", " \n", " 5_gnssbx_0645_10037\n", - " 0.789713\n", - " 78.971329\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 5_gnssby_0645_10037\n", - " 0.831205\n", - " 83.120538\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 5_gnssbz_0645_10037\n", - " 0.815946\n", - " 81.594579\n", + " 0.794927\n", + " 79.492729\n", " nahezu vollständig redundant\n", " \n", " \n", " 6_gnssbx_0645_10002\n", - " 0.845285\n", - " 84.528456\n", + " 0.848376\n", + " 84.837605\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 7_gnssbx_0645_10008\n", + " 0.866242\n", + " 86.624193\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 8_gnssbx_0645_10044\n", + " 0.868376\n", + " 86.837587\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 9_gnssbx_0648_10014\n", + " 0.813683\n", + " 81.368298\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 10_gnssbx_0648_10002\n", + " 0.794715\n", + " 79.471468\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 11_gnssbx_0648_10014\n", + " 0.838279\n", + " 83.827919\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 12_gnssbx_0648_10044\n", + " 0.618348\n", + " 61.834814\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 13_gnssbx_0648_10002\n", + " 0.859306\n", + " 85.930574\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 14_gnssbx_0648_10008\n", + " 0.881364\n", + " 88.136372\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 15_gnssbx_0656_10014\n", + " 0.651234\n", + " 65.123351\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 16_gnssbx_0656_10002\n", + " 0.638252\n", + " 63.825175\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 17_gnssbx_0656_10026\n", + " 0.768438\n", + " 76.843802\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 18_gnssbx_0656_10001\n", + " 0.752115\n", + " 75.211480\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 19_gnssbx_0656_10028\n", + " 0.633294\n", + " 63.329380\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 20_gnssbx_0656_10014\n", + " 0.740555\n", + " 74.055504\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 21_gnssbx_0656_10037\n", + " 0.893204\n", + " 89.320450\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 22_gnssbx_0656_10001\n", + " 0.634508\n", + " 63.450846\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 23_gnssbx_0656_10059\n", + " 0.687161\n", + " 68.716087\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 24_gnssbx_0656_10044\n", + " 0.603442\n", + " 60.344159\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 25_gnssbx_0656_10037\n", + " 0.472865\n", + " 47.286479\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 26_gnssbx_0656_10002\n", + " 0.842658\n", + " 84.265821\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 27_gnssbx_0656_10026\n", + " 0.864924\n", + " 86.492381\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 28_gnssbx_0656_10059\n", + " 0.637943\n", + " 63.794277\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 29_gnssbx_0656_10008\n", + " 0.552319\n", + " 55.231868\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 30_gnssbx_0656_10054\n", + " 0.546653\n", + " 54.665328\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 31_gnssbx_0656_10044\n", + " 0.773137\n", + " 77.313746\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 32_gnssbx_0656_10054\n", + " 0.668019\n", + " 66.801926\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 33_gnssbx_0656_10028\n", + " 0.707350\n", + " 70.735032\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 34_gnssbx_0656_10008\n", + " 0.828165\n", + " 82.816485\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 35_gnssbx_0995_10014\n", + " 0.801031\n", + " 80.103080\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 36_gnssbx_0995_10002\n", + " 0.806330\n", + " 80.632951\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 37_gnssbx_0995_10026\n", + " 0.896039\n", + " 89.603938\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 38_gnssbx_0995_10014\n", + " 0.835122\n", + " 83.512204\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 39_gnssbx_0995_10037\n", + " 0.955497\n", + " 95.549668\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 40_gnssbx_0995_10002\n", + " 0.807009\n", + " 80.700859\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 41_gnssbx_0995_10059\n", + " 0.824674\n", + " 82.467425\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 42_gnssbx_0995_10008\n", + " 0.850557\n", + " 85.055725\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 43_gnssbx_1675_10014\n", + " 0.877668\n", + " 87.766804\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 44_gnssbx_1675_10002\n", + " 0.865752\n", + " 86.575208\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 45_gnssbx_1675_10026\n", + " 0.922020\n", + " 92.201998\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 46_gnssbx_1675_10014\n", + " 0.871466\n", + " 87.146634\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 47_gnssbx_1675_10037\n", + " 0.935105\n", + " 93.510535\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 48_gnssbx_1675_10044\n", + " 0.725963\n", + " 72.596291\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 49_gnssbx_1675_10037\n", + " 0.824931\n", + " 82.493128\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 50_gnssbx_1675_10002\n", + " 0.857900\n", + " 85.790031\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 51_gnssbx_1675_10008\n", + " 0.909121\n", + " 90.912057\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 52_gnssbx_1675_10044\n", + " 0.858510\n", + " 85.850971\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 53_gnssbx_ESTE_10014\n", + " 0.832542\n", + " 83.254199\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 54_gnssbx_ESTE_10002\n", + " 0.804737\n", + " 80.473664\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 55_gnssbx_ESTE_10026\n", + " 0.917185\n", + " 91.718528\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 56_gnssbx_ESTE_10014\n", + " 0.856224\n", + " 85.622448\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 57_gnssbx_ESTE_10037\n", + " 0.966201\n", + " 96.620050\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 58_gnssbx_ESTE_10044\n", + " 0.616792\n", + " 61.679179\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 59_gnssbx_ESTE_10008\n", + " 0.885720\n", + " 88.571997\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 60_gnssbx_ESTE_10044\n", + " 0.867704\n", + " 86.770418\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 61_gnssbx_GNA2_10014\n", + " 0.857561\n", + " 85.756128\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 62_gnssbx_GNA2_10002\n", + " 0.800889\n", + " 80.088892\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 63_gnssbx_GNA2_10026\n", + " 0.909603\n", + " 90.960297\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 64_gnssbx_GNA2_10014\n", + " 0.854512\n", + " 85.451203\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 65_gnssbx_GNA2_10037\n", + " 0.979126\n", + " 97.912552\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 66_gnssbx_GNA2_10044\n", + " 0.644721\n", + " 64.472092\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 67_gnssbx_GNA2_10059\n", + " 0.882675\n", + " 88.267549\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 68_gnssbx_GNA2_10008\n", + " 0.887774\n", + " 88.777402\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 69_gnssbx_GNA2_10044\n", + " 0.909060\n", + " 90.905970\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1_gnssby_0645_10002\n", + " 0.911051\n", + " 91.105076\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 2_gnssby_0645_10026\n", + " 0.869738\n", + " 86.973789\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 3_gnssby_0645_10014\n", + " 0.789255\n", + " 78.925540\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 4_gnssby_0645_10044\n", + " 0.789444\n", + " 78.944399\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 5_gnssby_0645_10037\n", + " 0.831306\n", + " 83.130570\n", " nahezu vollständig redundant\n", " \n", " \n", " 6_gnssby_0645_10002\n", " 0.876254\n", - " 87.625411\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 6_gnssbz_0645_10002\n", - " 0.847832\n", - " 84.783201\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 7_gnssbx_0645_10008\n", - " 0.861778\n", - " 86.177756\n", + " 87.625430\n", " nahezu vollständig redundant\n", " \n", " \n", " 7_gnssby_0645_10008\n", - " 0.877191\n", - " 87.719125\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 7_gnssbz_0645_10008\n", - " 0.924478\n", - " 92.447789\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 8_gnssbx_0645_10044\n", - " 0.867417\n", - " 86.741709\n", + " 0.877143\n", + " 87.714340\n", " nahezu vollständig redundant\n", " \n", " \n", " 8_gnssby_0645_10044\n", - " 0.845833\n", - " 84.583252\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 8_gnssbz_0645_10044\n", - " 0.881162\n", - " 88.116172\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 9_gnssbx_0648_10014\n", - " 0.813156\n", - " 81.315582\n", + " 0.845854\n", + " 84.585386\n", " nahezu vollständig redundant\n", " \n", " \n", " 9_gnssby_0648_10014\n", - " 0.780099\n", - " 78.009918\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 9_gnssbz_0648_10014\n", - " 0.687174\n", - " 68.717436\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 10_gnssbx_0648_10002\n", - " 0.792141\n", - " 79.214092\n", + " 0.779855\n", + " 77.985536\n", " nahezu vollständig redundant\n", " \n", " \n", " 10_gnssby_0648_10002\n", - " 0.740886\n", - " 74.088608\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 10_gnssbz_0648_10002\n", - " 0.699389\n", - " 69.938898\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 11_gnssbx_0648_10014\n", - " 0.833954\n", - " 83.395350\n", + " 0.740845\n", + " 74.084507\n", " nahezu vollständig redundant\n", " \n", " \n", " 11_gnssby_0648_10014\n", - " 0.770140\n", - " 77.014003\n", + " 0.770527\n", + " 77.052662\n", " nahezu vollständig redundant\n", " \n", " \n", - " 11_gnssbz_0648_10014\n", - " 0.924175\n", - " 92.417452\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 12_gnssbx_0648_10044\n", - " 0.614787\n", - " 61.478676\n", - " gut kontrollierbar\n", - " \n", - " \n", " 12_gnssby_0648_10044\n", - " 0.706230\n", - " 70.622955\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 12_gnssbz_0648_10044\n", - " 0.675022\n", - " 67.502209\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 13_gnssbx_0648_10002\n", - " 0.855810\n", - " 85.580966\n", + " 0.706186\n", + " 70.618630\n", " nahezu vollständig redundant\n", " \n", " \n", " 13_gnssby_0648_10002\n", - " 0.884191\n", - " 88.419117\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 13_gnssbz_0648_10002\n", - " 0.872390\n", - " 87.238967\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 14_gnssbx_0648_10008\n", - " 0.875487\n", - " 87.548694\n", + " 0.884239\n", + " 88.423892\n", " nahezu vollständig redundant\n", " \n", " \n", " 14_gnssby_0648_10008\n", - " 0.892367\n", - " 89.236705\n", + " 0.892405\n", + " 89.240549\n", " nahezu vollständig redundant\n", " \n", " \n", - " 14_gnssbz_0648_10008\n", - " 0.935260\n", - " 93.526012\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 15_gnssbx_0656_10014\n", - " 0.634990\n", - " 63.498988\n", - " gut kontrollierbar\n", - " \n", - " \n", " 15_gnssby_0656_10014\n", - " 0.572741\n", - " 57.274058\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 15_gnssbz_0656_10014\n", - " 0.489277\n", - " 48.927694\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 16_gnssbx_0656_10002\n", - " 0.624695\n", - " 62.469498\n", + " 0.568164\n", + " 56.816412\n", " gut kontrollierbar\n", " \n", " \n", " 16_gnssby_0656_10002\n", - " 0.610468\n", - " 61.046818\n", + " 0.612107\n", + " 61.210728\n", " gut kontrollierbar\n", " \n", " \n", - " 16_gnssbz_0656_10002\n", - " 0.550438\n", - " 55.043770\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 17_gnssbx_0656_10026\n", - " 0.745455\n", - " 74.545466\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 17_gnssby_0656_10026\n", - " 0.639184\n", - " 63.918446\n", + " 0.635676\n", + " 63.567633\n", " gut kontrollierbar\n", " \n", " \n", - " 17_gnssbz_0656_10026\n", - " 0.698193\n", - " 69.819324\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 18_gnssbx_0656_10001\n", - " 0.766151\n", - " 76.615051\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 18_gnssby_0656_10001\n", - " 0.517865\n", - " 51.786537\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 18_gnssbz_0656_10001\n", - " 0.535045\n", - " 53.504530\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 19_gnssbx_0656_10028\n", - " 0.559646\n", - " 55.964608\n", + " 0.514392\n", + " 51.439232\n", " gut kontrollierbar\n", " \n", " \n", " 19_gnssby_0656_10028\n", - " 0.482389\n", - " 48.238898\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 19_gnssbz_0656_10028\n", - " 0.692612\n", - " 69.261201\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 20_gnssbx_0656_10014\n", - " 0.698994\n", - " 69.899438\n", + " 0.485571\n", + " 48.557131\n", " gut kontrollierbar\n", " \n", " \n", " 20_gnssby_0656_10014\n", - " 0.716031\n", - " 71.603139\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 20_gnssbz_0656_10014\n", - " 0.874127\n", - " 87.412725\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 21_gnssbx_0656_10037\n", - " 0.873523\n", - " 87.352272\n", + " 0.720828\n", + " 72.082767\n", " nahezu vollständig redundant\n", " \n", " \n", " 21_gnssby_0656_10037\n", - " 0.834877\n", - " 83.487652\n", + " 0.835589\n", + " 83.558899\n", " nahezu vollständig redundant\n", " \n", " \n", - " 21_gnssbz_0656_10037\n", - " 0.957011\n", - " 95.701079\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 22_gnssbx_0656_10001\n", - " 0.520091\n", - " 52.009106\n", - " gut kontrollierbar\n", - " \n", - " \n", " 22_gnssby_0656_10001\n", - " 0.534653\n", - " 53.465262\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 22_gnssbz_0656_10001\n", - " 0.811112\n", - " 81.111189\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 23_gnssbx_0656_10059\n", - " 0.663611\n", - " 66.361061\n", + " 0.539874\n", + " 53.987368\n", " gut kontrollierbar\n", " \n", " \n", " 23_gnssby_0656_10059\n", - " 0.763490\n", - " 76.348972\n", + " 0.758940\n", + " 75.893951\n", " nahezu vollständig redundant\n", " \n", " \n", - " 23_gnssbz_0656_10059\n", - " 0.585776\n", - " 58.577557\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 24_gnssbx_0656_10044\n", - " 0.568327\n", - " 56.832688\n", - " gut kontrollierbar\n", - " \n", - " \n", " 24_gnssby_0656_10044\n", - " 0.694664\n", - " 69.466368\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 24_gnssbz_0656_10044\n", - " 0.724189\n", - " 72.418889\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 25_gnssbx_0656_10037\n", - " 0.412447\n", - " 41.244674\n", + " 0.695567\n", + " 69.556706\n", " gut kontrollierbar\n", " \n", " \n", " 25_gnssby_0656_10037\n", - " 0.373961\n", - " 37.396119\n", + " 0.376662\n", + " 37.666240\n", " gut kontrollierbar\n", " \n", " \n", - " 25_gnssbz_0656_10037\n", - " 0.378143\n", - " 37.814274\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 26_gnssbx_0656_10002\n", - " 0.823920\n", - " 82.392008\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 26_gnssby_0656_10002\n", - " 0.868395\n", - " 86.839456\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 26_gnssbz_0656_10002\n", - " 0.839476\n", - " 83.947562\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 27_gnssbx_0656_10026\n", - " 0.791200\n", - " 79.119997\n", + " 0.868586\n", + " 86.858556\n", " nahezu vollständig redundant\n", " \n", " \n", " 27_gnssby_0656_10026\n", - " 0.700985\n", - " 70.098478\n", + " 0.707347\n", + " 70.734700\n", " nahezu vollständig redundant\n", " \n", " \n", - " 27_gnssbz_0656_10026\n", - " 0.843668\n", - " 84.366800\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 28_gnssbx_0656_10059\n", - " 0.565494\n", - " 56.549372\n", - " gut kontrollierbar\n", - " \n", - " \n", " 28_gnssby_0656_10059\n", - " 0.342464\n", - " 34.246439\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 28_gnssbz_0656_10059\n", - " 0.735530\n", - " 73.552965\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 29_gnssbx_0656_10008\n", - " 0.489096\n", - " 48.909573\n", + " 0.351589\n", + " 35.158860\n", " gut kontrollierbar\n", " \n", " \n", " 29_gnssby_0656_10008\n", - " 0.428301\n", - " 42.830069\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 29_gnssbz_0656_10008\n", - " 0.561136\n", - " 56.113594\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 30_gnssbx_0656_10054\n", - " 0.479892\n", - " 47.989199\n", + " 0.430385\n", + " 43.038469\n", " gut kontrollierbar\n", " \n", " \n", " 30_gnssby_0656_10054\n", - " 0.335002\n", - " 33.500250\n", + " 0.321664\n", + " 32.166403\n", " gut kontrollierbar\n", " \n", " \n", - " 30_gnssbz_0656_10054\n", - " 0.687256\n", - " 68.725580\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 31_gnssbx_0656_10044\n", - " 0.753049\n", - " 75.304908\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 31_gnssby_0656_10044\n", - " 0.679760\n", - " 67.976003\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 31_gnssbz_0656_10044\n", - " 0.711634\n", - " 71.163388\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 32_gnssbx_0656_10054\n", - " 0.632123\n", - " 63.212294\n", + " 0.680708\n", + " 68.070751\n", " gut kontrollierbar\n", " \n", " \n", " 32_gnssby_0656_10054\n", - " 0.680958\n", - " 68.095762\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 32_gnssbz_0656_10054\n", - " 0.565853\n", - " 56.585297\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 33_gnssbx_0656_10028\n", - " 0.657067\n", - " 65.706689\n", + " 0.698096\n", + " 69.809629\n", " gut kontrollierbar\n", " \n", " \n", " 33_gnssby_0656_10028\n", - " 0.560297\n", - " 56.029707\n", + " 0.559075\n", + " 55.907453\n", " gut kontrollierbar\n", " \n", " \n", - " 33_gnssbz_0656_10028\n", - " 0.630295\n", - " 63.029488\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 34_gnssbx_0656_10008\n", - " 0.807304\n", - " 80.730389\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 34_gnssby_0656_10008\n", - " 0.766578\n", - " 76.657840\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 34_gnssbz_0656_10008\n", - " 0.829472\n", - " 82.947200\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 35_gnssbx_0995_10014\n", - " 0.800383\n", - " 80.038325\n", + " 0.767610\n", + " 76.760970\n", " nahezu vollständig redundant\n", " \n", " \n", " 35_gnssby_0995_10014\n", - " 0.787775\n", - " 78.777469\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 35_gnssbz_0995_10014\n", - " 0.684889\n", - " 68.488895\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 36_gnssbx_0995_10002\n", - " 0.804606\n", - " 80.460632\n", + " 0.787605\n", + " 78.760495\n", " nahezu vollständig redundant\n", " \n", " \n", " 36_gnssby_0995_10002\n", - " 0.768259\n", - " 76.825851\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 36_gnssbz_0995_10002\n", - " 0.718384\n", - " 71.838391\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 37_gnssbx_0995_10026\n", - " 0.890774\n", - " 89.077386\n", + " 0.768241\n", + " 76.824083\n", " nahezu vollständig redundant\n", " \n", " \n", " 37_gnssby_0995_10026\n", - " 0.851751\n", - " 85.175118\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 37_gnssbz_0995_10026\n", - " 0.806835\n", - " 80.683501\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 38_gnssbx_0995_10014\n", - " 0.831828\n", - " 83.182765\n", + " 0.851612\n", + " 85.161217\n", " nahezu vollständig redundant\n", " \n", " \n", " 38_gnssby_0995_10014\n", - " 0.774301\n", - " 77.430092\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 38_gnssbz_0995_10014\n", - " 0.921729\n", - " 92.172940\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 39_gnssbx_0995_10037\n", - " 0.952659\n", - " 95.265902\n", + " 0.774607\n", + " 77.460712\n", " nahezu vollständig redundant\n", " \n", " \n", " 39_gnssby_0995_10037\n", - " 0.942285\n", - " 94.228463\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 39_gnssbz_0995_10037\n", - " 0.981682\n", - " 98.168178\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 40_gnssbx_0995_10002\n", - " 0.803794\n", - " 80.379423\n", + " 0.942423\n", + " 94.242323\n", " nahezu vollständig redundant\n", " \n", " \n", " 40_gnssby_0995_10002\n", - " 0.853751\n", - " 85.375062\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 40_gnssbz_0995_10002\n", - " 0.832983\n", - " 83.298341\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 41_gnssbx_0995_10059\n", - " 0.815845\n", - " 81.584512\n", + " 0.853810\n", + " 85.381019\n", " nahezu vollständig redundant\n", " \n", " \n", " 41_gnssby_0995_10059\n", - " 0.888024\n", - " 88.802393\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 41_gnssbz_0995_10059\n", - " 0.903151\n", - " 90.315068\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 42_gnssbx_0995_10008\n", - " 0.845103\n", - " 84.510299\n", + " 0.887003\n", + " 88.700349\n", " nahezu vollständig redundant\n", " \n", " \n", " 42_gnssby_0995_10008\n", - " 0.878146\n", - " 87.814617\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 42_gnssbz_0995_10008\n", - " 0.927974\n", - " 92.797384\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 43_gnssbx_1675_10014\n", - " 0.877541\n", - " 87.754067\n", + " 0.878179\n", + " 87.817865\n", " nahezu vollständig redundant\n", " \n", " \n", " 43_gnssby_1675_10014\n", - " 0.846302\n", - " 84.630158\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 43_gnssbz_1675_10014\n", - " 0.758018\n", - " 75.801788\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 44_gnssbx_1675_10002\n", - " 0.863319\n", - " 86.331928\n", + " 0.845968\n", + " 84.596839\n", " nahezu vollständig redundant\n", " \n", " \n", " 44_gnssby_1675_10002\n", - " 0.818681\n", - " 81.868072\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 44_gnssbz_1675_10002\n", - " 0.789237\n", - " 78.923681\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 45_gnssbx_1675_10026\n", - " 0.917142\n", - " 91.714206\n", + " 0.818598\n", + " 81.859763\n", " nahezu vollständig redundant\n", " \n", " \n", " 45_gnssby_1675_10026\n", - " 0.892603\n", - " 89.260322\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 45_gnssbz_1675_10026\n", - " 0.867142\n", - " 86.714155\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 46_gnssbx_1675_10014\n", - " 0.866049\n", - " 86.604922\n", + " 0.892450\n", + " 89.245023\n", " nahezu vollständig redundant\n", " \n", " \n", " 46_gnssby_1675_10014\n", - " 0.808113\n", - " 80.811347\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 46_gnssbz_1675_10014\n", - " 0.931132\n", - " 93.113163\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 47_gnssbx_1675_10037\n", - " 0.930641\n", - " 93.064103\n", + " 0.808705\n", + " 80.870482\n", " nahezu vollständig redundant\n", " \n", " \n", " 47_gnssby_1675_10037\n", - " 0.912862\n", - " 91.286159\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 47_gnssbz_1675_10037\n", - " 0.984214\n", - " 98.421418\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 48_gnssbx_1675_10044\n", - " 0.722419\n", - " 72.241867\n", + " 0.913090\n", + " 91.308989\n", " nahezu vollständig redundant\n", " \n", " \n", " 48_gnssby_1675_10044\n", - " 0.792045\n", - " 79.204456\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 48_gnssbz_1675_10044\n", - " 0.773154\n", - " 77.315391\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 49_gnssbx_1675_10037\n", - " 0.816994\n", - " 81.699416\n", + " 0.792069\n", + " 79.206924\n", " nahezu vollständig redundant\n", " \n", " \n", " 49_gnssby_1675_10037\n", - " 0.863854\n", - " 86.385418\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 49_gnssbz_1675_10037\n", - " 0.856798\n", - " 85.679833\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 50_gnssbx_1675_10002\n", - " 0.852938\n", - " 85.293815\n", + " 0.863931\n", + " 86.393149\n", " nahezu vollständig redundant\n", " \n", " \n", " 50_gnssby_1675_10002\n", - " 0.880505\n", - " 88.050503\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 50_gnssbz_1675_10002\n", - " 0.864295\n", - " 86.429533\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 51_gnssbx_1675_10008\n", - " 0.903321\n", - " 90.332096\n", + " 0.880547\n", + " 88.054710\n", " nahezu vollständig redundant\n", " \n", " \n", " 51_gnssby_1675_10008\n", - " 0.921438\n", - " 92.143792\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 51_gnssbz_1675_10008\n", - " 0.946721\n", - " 94.672070\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 52_gnssbx_1675_10044\n", - " 0.856365\n", - " 85.636453\n", + " 0.921379\n", + " 92.137946\n", " nahezu vollständig redundant\n", " \n", " \n", " 52_gnssby_1675_10044\n", - " 0.834524\n", - " 83.452441\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 52_gnssbz_1675_10044\n", - " 0.877998\n", - " 87.799811\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 53_gnssbx_ESTE_10014\n", - " 0.832263\n", - " 83.226258\n", + " 0.834548\n", + " 83.454757\n", " nahezu vollständig redundant\n", " \n", " \n", " 53_gnssby_ESTE_10014\n", - " 0.812417\n", - " 81.241719\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 53_gnssbz_ESTE_10014\n", - " 0.711247\n", - " 71.124698\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 54_gnssbx_ESTE_10002\n", - " 0.801260\n", - " 80.126009\n", + " 0.812164\n", + " 81.216405\n", " nahezu vollständig redundant\n", " \n", " \n", " 54_gnssby_ESTE_10002\n", - " 0.751685\n", - " 75.168457\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 54_gnssbz_ESTE_10002\n", - " 0.714013\n", - " 71.401345\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 55_gnssbx_ESTE_10026\n", - " 0.912024\n", - " 91.202361\n", + " 0.751507\n", + " 75.150715\n", " nahezu vollständig redundant\n", " \n", " \n", " 55_gnssby_ESTE_10026\n", - " 0.883095\n", - " 88.309519\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 55_gnssbz_ESTE_10026\n", - " 0.859481\n", - " 85.948149\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 56_gnssbx_ESTE_10014\n", - " 0.851275\n", - " 85.127516\n", + " 0.882941\n", + " 88.294129\n", " nahezu vollständig redundant\n", " \n", " \n", " 56_gnssby_ESTE_10014\n", - " 0.800309\n", - " 80.030935\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 56_gnssbz_ESTE_10014\n", - " 0.930753\n", - " 93.075342\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 57_gnssbx_ESTE_10037\n", - " 0.962527\n", - " 96.252698\n", + " 0.800788\n", + " 80.078757\n", " nahezu vollständig redundant\n", " \n", " \n", " 57_gnssby_ESTE_10037\n", - " 0.947941\n", - " 94.794130\n", + " 0.948157\n", + " 94.815665\n", " nahezu vollständig redundant\n", " \n", " \n", - " 57_gnssbz_ESTE_10037\n", - " 0.985389\n", - " 98.538897\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 58_gnssbx_ESTE_10044\n", - " 0.614629\n", - " 61.462874\n", - " gut kontrollierbar\n", - " \n", - " \n", " 58_gnssby_ESTE_10044\n", - " 0.726718\n", - " 72.671849\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 58_gnssbz_ESTE_10044\n", - " 0.705008\n", - " 70.500841\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 59_gnssbx_ESTE_10008\n", - " 0.879207\n", - " 87.920663\n", + " 0.726777\n", + " 72.677742\n", " nahezu vollständig redundant\n", " \n", " \n", " 59_gnssby_ESTE_10008\n", - " 0.904856\n", - " 90.485612\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 59_gnssbz_ESTE_10008\n", - " 0.937476\n", - " 93.747594\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 60_gnssbx_ESTE_10044\n", - " 0.866864\n", - " 86.686387\n", + " 0.904794\n", + " 90.479435\n", " nahezu vollständig redundant\n", " \n", " \n", " 60_gnssby_ESTE_10044\n", - " 0.843284\n", - " 84.328440\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 60_gnssbz_ESTE_10044\n", - " 0.873940\n", - " 87.394012\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 61_gnssbx_GNA2_10014\n", - " 0.857387\n", - " 85.738726\n", + " 0.843270\n", + " 84.327003\n", " nahezu vollständig redundant\n", " \n", " \n", " 61_gnssby_GNA2_10014\n", - " 0.837571\n", - " 83.757120\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 61_gnssbz_GNA2_10014\n", - " 0.744924\n", - " 74.492360\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 62_gnssbx_GNA2_10002\n", - " 0.797588\n", - " 79.758762\n", + " 0.837334\n", + " 83.733379\n", " nahezu vollständig redundant\n", " \n", " \n", " 62_gnssby_GNA2_10002\n", - " 0.743268\n", - " 74.326771\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 62_gnssbz_GNA2_10002\n", - " 0.700771\n", - " 70.077149\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 63_gnssbx_GNA2_10026\n", - " 0.904305\n", - " 90.430454\n", + " 0.743166\n", + " 74.316567\n", " nahezu vollständig redundant\n", " \n", " \n", " 63_gnssby_GNA2_10026\n", - " 0.872018\n", - " 87.201828\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 63_gnssbz_GNA2_10026\n", - " 0.840381\n", - " 84.038079\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 64_gnssbx_GNA2_10014\n", - " 0.850239\n", - " 85.023912\n", + " 0.871885\n", + " 87.188505\n", " nahezu vollständig redundant\n", " \n", " \n", " 64_gnssby_GNA2_10014\n", - " 0.796107\n", - " 79.610749\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 64_gnssbz_GNA2_10014\n", - " 0.949425\n", - " 94.942455\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 65_gnssbx_GNA2_10037\n", - " 0.977030\n", - " 97.703000\n", + " 0.796673\n", + " 79.667318\n", " nahezu vollständig redundant\n", " \n", " \n", " 65_gnssby_GNA2_10037\n", - " 0.969153\n", - " 96.915268\n", + " 0.969260\n", + " 96.925994\n", " nahezu vollständig redundant\n", " \n", " \n", - " 65_gnssbz_GNA2_10037\n", - " 0.990808\n", - " 99.080848\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 66_gnssbx_GNA2_10044\n", - " 0.642216\n", - " 64.221583\n", - " gut kontrollierbar\n", - " \n", - " \n", " 66_gnssby_GNA2_10044\n", - " 0.737671\n", - " 73.767104\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 66_gnssbz_GNA2_10044\n", - " 0.695063\n", - " 69.506275\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 67_gnssbx_GNA2_10059\n", - " 0.873725\n", - " 87.372503\n", + " 0.737678\n", + " 73.767820\n", " nahezu vollständig redundant\n", " \n", " \n", " 67_gnssby_GNA2_10059\n", - " 0.915860\n", - " 91.585967\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 67_gnssbz_GNA2_10059\n", - " 0.920283\n", - " 92.028269\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 68_gnssbx_GNA2_10008\n", - " 0.882280\n", - " 88.228046\n", + " 0.914753\n", + " 91.475291\n", " nahezu vollständig redundant\n", " \n", " \n", " 68_gnssby_GNA2_10008\n", - " 0.901763\n", - " 90.176332\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 68_gnssbz_GNA2_10008\n", - " 0.937578\n", - " 93.757850\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 69_gnssbx_GNA2_10044\n", - " 0.908271\n", - " 90.827120\n", + " 0.901791\n", + " 90.179074\n", " nahezu vollständig redundant\n", " \n", " \n", " 69_gnssby_GNA2_10044\n", - " 0.898502\n", - " 89.850237\n", + " 0.898529\n", + " 89.852934\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1_gnssbz_0645_10002\n", + " 0.885667\n", + " 88.566728\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 2_gnssbz_0645_10026\n", + " 0.830113\n", + " 83.011334\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 3_gnssbz_0645_10014\n", + " 0.923695\n", + " 92.369471\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 4_gnssbz_0645_10044\n", + " 0.737450\n", + " 73.745023\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 5_gnssbz_0645_10037\n", + " 0.827861\n", + " 82.786104\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 6_gnssbz_0645_10002\n", + " 0.850695\n", + " 85.069470\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 7_gnssbz_0645_10008\n", + " 0.934649\n", + " 93.464875\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 8_gnssbz_0645_10044\n", + " 0.883170\n", + " 88.317031\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 9_gnssbz_0648_10014\n", + " 0.695915\n", + " 69.591482\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 10_gnssbz_0648_10002\n", + " 0.705067\n", + " 70.506736\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 11_gnssbz_0648_10014\n", + " 0.926480\n", + " 92.648000\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 12_gnssbz_0648_10044\n", + " 0.684944\n", + " 68.494389\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 13_gnssbz_0648_10002\n", + " 0.875787\n", + " 87.578670\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 14_gnssbz_0648_10008\n", + " 0.948544\n", + " 94.854414\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 15_gnssbz_0656_10014\n", + " 0.566031\n", + " 56.603107\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 16_gnssbz_0656_10002\n", + " 0.590070\n", + " 59.006963\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 17_gnssbz_0656_10026\n", + " 0.774103\n", + " 77.410306\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 18_gnssbz_0656_10001\n", + " 0.664148\n", + " 66.414784\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 19_gnssbz_0656_10028\n", + " 0.793828\n", + " 79.382774\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 20_gnssbz_0656_10014\n", + " 0.893647\n", + " 89.364701\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 21_gnssbz_0656_10037\n", + " 0.965873\n", + " 96.587300\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 22_gnssbz_0656_10001\n", + " 0.860117\n", + " 86.011686\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 23_gnssbz_0656_10059\n", + " 0.724552\n", + " 72.455153\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 24_gnssbz_0656_10044\n", + " 0.765126\n", + " 76.512556\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 25_gnssbz_0656_10037\n", + " 0.543221\n", + " 54.322083\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 26_gnssbz_0656_10002\n", + " 0.860984\n", + " 86.098389\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 27_gnssbz_0656_10026\n", + " 0.901229\n", + " 90.122944\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 28_gnssbz_0656_10059\n", + " 0.809018\n", + " 80.901763\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 29_gnssbz_0656_10008\n", + " 0.713150\n", + " 71.314971\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 30_gnssbz_0656_10054\n", + " 0.778831\n", + " 77.883091\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 31_gnssbz_0656_10044\n", + " 0.765263\n", + " 76.526316\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 32_gnssbz_0656_10054\n", + " 0.709917\n", + " 70.991677\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 33_gnssbz_0656_10028\n", + " 0.766296\n", + " 76.629649\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 34_gnssbz_0656_10008\n", + " 0.894507\n", + " 89.450655\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 35_gnssbz_0995_10014\n", + " 0.691392\n", + " 69.139156\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 36_gnssbz_0995_10002\n", + " 0.722041\n", + " 72.204149\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 37_gnssbz_0995_10026\n", + " 0.820909\n", + " 82.090898\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 38_gnssbz_0995_10014\n", + " 0.923500\n", + " 92.350039\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 39_gnssbz_0995_10037\n", + " 0.983595\n", + " 98.359497\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 40_gnssbz_0995_10002\n", + " 0.835977\n", + " 83.597694\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 41_gnssbz_0995_10059\n", + " 0.917332\n", + " 91.733229\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 42_gnssbz_0995_10008\n", + " 0.940429\n", + " 94.042934\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 43_gnssbz_1675_10014\n", + " 0.767822\n", + " 76.782247\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 44_gnssbz_1675_10002\n", + " 0.794351\n", + " 79.435056\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 45_gnssbz_1675_10026\n", + " 0.881083\n", + " 88.108326\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 46_gnssbz_1675_10014\n", + " 0.934231\n", + " 93.423087\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 47_gnssbz_1675_10037\n", + " 0.985734\n", + " 98.573393\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 48_gnssbz_1675_10044\n", + " 0.781521\n", + " 78.152127\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 49_gnssbz_1675_10037\n", + " 0.874092\n", + " 87.409216\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 50_gnssbz_1675_10002\n", + " 0.869013\n", + " 86.901314\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 51_gnssbz_1675_10008\n", + " 0.958760\n", + " 95.875964\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 52_gnssbz_1675_10044\n", + " 0.882680\n", + " 88.267965\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 53_gnssbz_ESTE_10014\n", + " 0.721655\n", + " 72.165474\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 54_gnssbz_ESTE_10002\n", + " 0.722402\n", + " 72.240211\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 55_gnssbz_ESTE_10026\n", + " 0.873686\n", + " 87.368606\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 56_gnssbz_ESTE_10014\n", + " 0.933481\n", + " 93.348084\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 57_gnssbz_ESTE_10037\n", + " 0.987813\n", + " 98.781339\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 58_gnssbz_ESTE_10044\n", + " 0.712426\n", + " 71.242555\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 59_gnssbz_ESTE_10008\n", + " 0.951085\n", + " 95.108484\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 60_gnssbz_ESTE_10044\n", + " 0.877204\n", + " 87.720432\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 61_gnssbz_GNA2_10014\n", + " 0.753517\n", + " 75.351697\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 62_gnssbz_GNA2_10002\n", + " 0.707973\n", + " 70.797269\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 63_gnssbz_GNA2_10026\n", + " 0.854648\n", + " 85.464836\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 64_gnssbz_GNA2_10014\n", + " 0.950907\n", + " 95.090670\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 65_gnssbz_GNA2_10037\n", + " 0.992214\n", + " 99.221431\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 66_gnssbz_GNA2_10044\n", + " 0.702993\n", + " 70.299323\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 67_gnssbz_GNA2_10059\n", + " 0.935486\n", + " 93.548601\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 68_gnssbz_GNA2_10008\n", + " 0.950255\n", + " 95.025460\n", " nahezu vollständig redundant\n", " \n", " \n", " 69_gnssbz_GNA2_10044\n", - " 0.927047\n", - " 92.704684\n", + " 0.928992\n", + " 92.899177\n", " nahezu vollständig redundant\n", " \n", " \n", + " 1066_niv_812_10047\n", + " 0.683678\n", + " 68.367775\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1067_niv_10047_10046\n", + " 0.660905\n", + " 66.090454\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1068_niv_10046_10045\n", + " 0.680494\n", + " 68.049379\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1069_niv_10045_10034\n", + " 0.785627\n", + " 78.562683\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1070_niv_10034_FH14\n", + " 0.640651\n", + " 64.065143\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1071_niv_FH14_FH11\n", + " 0.709396\n", + " 70.939636\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1072_niv_FH11_10035\n", + " 0.625034\n", + " 62.503358\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1073_niv_10035_10029\n", + " 0.651739\n", + " 65.173898\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1074_niv_10029_10030\n", + " 0.621476\n", + " 62.147626\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1075_niv_10030_10031\n", + " 0.634114\n", + " 63.411437\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1076_niv_10031_10017\n", + " 0.678731\n", + " 67.873106\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1077_niv_10017_10013\n", + " 0.646976\n", + " 64.697623\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1078_niv_10013_10012\n", + " 0.636256\n", + " 63.625615\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1079_niv_10012_10014\n", + " 0.648663\n", + " 64.866335\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1080_niv_10014_10015\n", + " 0.655858\n", + " 65.585829\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1081_niv_10015_10016\n", + " 0.656536\n", + " 65.653619\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1082_niv_10016_10007\n", + " 0.669667\n", + " 66.966670\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1083_niv_10007_FH13\n", + " 0.532857\n", + " 53.285660\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1084_niv_FH13_10007\n", + " 0.532853\n", + " 53.285255\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1085_niv_10007_10016\n", + " 0.669713\n", + " 66.971341\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1086_niv_10016_10015\n", + " 0.656516\n", + " 65.651608\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1087_niv_10015_10014\n", + " 0.655845\n", + " 65.584505\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1088_niv_10014_10012\n", + " 0.648628\n", + " 64.862843\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1089_niv_10012_10013\n", + " 0.636252\n", + " 63.625205\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1090_niv_10013_10017\n", + " 0.646930\n", + " 64.693022\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1091_niv_10017_10031\n", + " 0.678719\n", + " 67.871879\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1092_niv_10031_10030\n", + " 0.634088\n", + " 63.408761\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1093_niv_10030_10029\n", + " 0.621487\n", + " 62.148686\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1094_niv_10029_10035\n", + " 0.651806\n", + " 65.180619\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1095_niv_10035_FH11\n", + " 0.625066\n", + " 62.506618\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1096_niv_FH11_FH14\n", + " 0.709608\n", + " 70.960757\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1097_niv_FH14_10034\n", + " 0.640637\n", + " 64.063721\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1098_niv_10034_10045\n", + " 0.785602\n", + " 78.560156\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1099_niv_10045_10046\n", + " 0.680520\n", + " 68.052044\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1100_niv_10046_10047\n", + " 0.660843\n", + " 66.084337\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1101_niv_10047_812\n", + " 0.683675\n", + " 68.367541\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1102_niv_666_10054\n", + " 0.621174\n", + " 62.117429\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1103_niv_10054_10056\n", + " 0.714540\n", + " 71.453992\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1104_niv_10056_10058\n", + " 0.676503\n", + " 67.650339\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1105_niv_10058_10052\n", + " 0.700403\n", + " 70.040293\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1106_niv_10052_10043\n", + " 0.680045\n", + " 68.004492\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1107_niv_10043_10026\n", + " 0.719969\n", + " 71.996877\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1108_niv_10026_10010\n", + " 0.729458\n", + " 72.945773\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1109_niv_10010_10006\n", + " 0.671902\n", + " 67.190187\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1110_niv_10006_10010\n", + " 0.671898\n", + " 67.189806\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1111_niv_10010_10026\n", + " 0.729440\n", + " 72.943951\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1112_niv_10026_10043\n", + " 0.719965\n", + " 71.996521\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1113_niv_10043_10052\n", + " 0.680044\n", + " 68.004436\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1114_niv_10052_10058\n", + " 0.700401\n", + " 70.040073\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1115_niv_10058_10056\n", + " 0.676487\n", + " 67.648701\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1116_niv_10056_10054\n", + " 0.714626\n", + " 71.462572\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1117_niv_10054_666\n", + " 0.622040\n", + " 62.204018\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1118_niv_816_10048\n", + " 0.668001\n", + " 66.800064\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1119_niv_10048_812\n", + " 0.750256\n", + " 75.025599\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1120_niv_812_FH3\n", + " 0.642901\n", + " 64.290140\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1121_niv_FH3_10049\n", + " 0.610031\n", + " 61.003117\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1122_niv_10049_10053\n", + " 0.641867\n", + " 64.186714\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1123_niv_10053_10050\n", + " 0.655767\n", + " 65.576719\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1124_niv_10050_10051\n", + " 0.630772\n", + " 63.077215\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1125_niv_10051_FH4\n", + " 0.589809\n", + " 58.980916\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1126_niv_FH4_10040\n", + " 0.703120\n", + " 70.311998\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1127_niv_10040_10037\n", + " 0.703274\n", + " 70.327441\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1128_niv_10037_10038\n", + " 0.653037\n", + " 65.303700\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1129_niv_10038_10039\n", + " 0.631540\n", + " 63.154001\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1130_niv_10039_10032\n", + " 0.641640\n", + " 64.163955\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1131_niv_10032_10031\n", + " 0.650146\n", + " 65.014557\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1132_niv_10031_FH15\n", + " 0.636454\n", + " 63.645400\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1133_niv_FH15_10033\n", + " 0.614388\n", + " 61.438847\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1134_niv_10033_10025\n", + " 0.616094\n", + " 61.609365\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1135_niv_10025_10024\n", + " 0.624266\n", + " 62.426644\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1136_niv_10024_10023\n", + " 0.634467\n", + " 63.446710\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1137_niv_10023_10022\n", + " 0.631397\n", + " 63.139699\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1138_niv_10022_10021\n", + " 0.627706\n", + " 62.770573\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1139_niv_10021_10026\n", + " 0.645302\n", + " 64.530179\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1140_niv_10026_10020\n", + " 0.681055\n", + " 68.105494\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1141_niv_10020_10019\n", + " 0.640920\n", + " 64.092000\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1142_niv_10019_10017\n", + " 0.643372\n", + " 64.337211\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1143_niv_10017_10019\n", + " 0.643378\n", + " 64.337838\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1144_niv_10019_10020\n", + " 0.640947\n", + " 64.094696\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1145_niv_10020_10026\n", + " 0.681086\n", + " 68.108619\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1146_niv_10026_10021\n", + " 0.645313\n", + " 64.531321\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1147_niv_10021_10022\n", + " 0.627712\n", + " 62.771195\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1148_niv_10022_10023\n", + " 0.631423\n", + " 63.142348\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1149_niv_10023_10024\n", + " 0.634460\n", + " 63.445974\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1150_niv_10024_10025\n", + " 0.624250\n", + " 62.425005\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1151_niv_10025_10033\n", + " 0.616103\n", + " 61.610298\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1152_niv_10033_FH15\n", + " 0.614432\n", + " 61.443182\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1153_niv_FH15_10031\n", + " 0.636461\n", + " 63.646141\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1154_niv_10031_10032\n", + " 0.650118\n", + " 65.011752\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1155_niv_10032_10039\n", + " 0.641694\n", + " 64.169424\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1156_niv_10039_10038\n", + " 0.631547\n", + " 63.154729\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1157_niv_10038_10037\n", + " 0.653067\n", + " 65.306740\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1158_niv_10037_10040\n", + " 0.703322\n", + " 70.332217\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1159_niv_10040_FH4\n", + " 0.703117\n", + " 70.311712\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1160_niv_FH4_10051\n", + " 0.589644\n", + " 58.964441\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1161_niv_10051_10050\n", + " 0.630765\n", + " 63.076531\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1162_niv_10050_10053\n", + " 0.655669\n", + " 65.566892\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1163_niv_10053_10049\n", + " 0.641896\n", + " 64.189625\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1164_niv_10049_FH3\n", + " 0.610130\n", + " 61.013041\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1165_niv_FH3_812\n", + " 0.642750\n", + " 64.274974\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1166_niv_812_10048\n", + " 0.750173\n", + " 75.017309\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1167_niv_10048_816\n", + " 0.668016\n", + " 66.801631\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1168_niv_816_812\n", + " 0.702647\n", + " 70.264700\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1169_niv_812_10045\n", + " 0.776457\n", + " 77.645674\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1170_niv_10045_10034\n", + " 0.785558\n", + " 78.555814\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1171_niv_10034_10035\n", + " 0.729551\n", + " 72.955139\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1172_niv_10035_10036\n", + " 0.615885\n", + " 61.588520\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1173_niv_10036_10036\n", + " 0.014926\n", + " 1.492559\n", + " schlecht kontrollierbar\n", + " \n", + " \n", + " 1174_niv_10036_10035\n", + " 0.615838\n", + " 61.583779\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1175_niv_10035_10034\n", + " 0.729503\n", + " 72.950291\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1176_niv_10034_10028\n", + " 0.655352\n", + " 65.535242\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1177_niv_10028_10011\n", + " 0.691898\n", + " 69.189750\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1178_niv_10011_10001\n", + " 0.694082\n", + " 69.408241\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1179_niv_10001_10003\n", + " 0.716192\n", + " 71.619205\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1180_niv_10003_10007\n", + " 0.647962\n", + " 64.796215\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1181_niv_10007_10008\n", + " 0.700473\n", + " 70.047274\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1182_niv_10008_10005\n", + " 0.654038\n", + " 65.403777\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1183_niv_10005_10006\n", + " 0.669540\n", + " 66.954037\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1184_niv_10006_10004\n", + " 0.650789\n", + " 65.078903\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1185_niv_10004_10002\n", + " 0.734381\n", + " 73.438142\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1186_niv_10002_10004\n", + " 0.734359\n", + " 73.435912\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1187_niv_10004_10006\n", + " 0.650774\n", + " 65.077358\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1188_niv_10006_10005\n", + " 0.669620\n", + " 66.961955\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1189_niv_10005_10008\n", + " 0.654059\n", + " 65.405911\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1190_niv_10008_10007\n", + " 0.700432\n", + " 70.043175\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1191_niv_10007_10003\n", + " 0.647847\n", + " 64.784671\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1192_niv_10003_10001\n", + " 0.716219\n", + " 71.621912\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1193_niv_10001_10011\n", + " 0.694084\n", + " 69.408389\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1194_niv_10011_10028\n", + " 0.691889\n", + " 69.188923\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1195_niv_10028_10034\n", + " 0.655372\n", + " 65.537188\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1196_niv_10034_10045\n", + " 0.785585\n", + " 78.558536\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1197_niv_10045_812\n", + " 0.776457\n", + " 77.645674\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1198_niv_812_816\n", + " 0.702605\n", + " 70.260506\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1199_niv_666_10055\n", + " 0.626826\n", + " 62.682583\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1200_niv_10055_10057\n", + " 0.625984\n", + " 62.598417\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1201_niv_10057_10059\n", + " 0.703938\n", + " 70.393766\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1202_niv_10059_10053\n", + " 0.739694\n", + " 73.969423\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1203_niv_10053_10044\n", + " 0.720428\n", + " 72.042773\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1204_niv_10044_10040\n", + " 0.730552\n", + " 73.055243\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1205_niv_10040_10041\n", + " 0.654990\n", + " 65.499013\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1206_niv_10041_10042\n", + " 0.621407\n", + " 62.140745\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1207_niv_10042_10027\n", + " 0.674387\n", + " 67.438736\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1208_niv_10027_10018\n", + " 0.699495\n", + " 69.949509\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1209_niv_10018_10009\n", + " 0.639331\n", + " 63.933124\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1210_niv_10009_10006\n", + " 0.641689\n", + " 64.168852\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1211_niv_10006_10009\n", + " 0.641661\n", + " 64.166113\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1212_niv_10009_10018\n", + " 0.639356\n", + " 63.935578\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1213_niv_10018_10027\n", + " 0.699499\n", + " 69.949911\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1214_niv_10027_10042\n", + " 0.674339\n", + " 67.433902\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1215_niv_10042_10041\n", + " 0.621553\n", + " 62.155270\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1216_niv_10041_10040\n", + " 0.654823\n", + " 65.482276\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1217_niv_10040_10044\n", + " 0.730557\n", + " 73.055703\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1218_niv_10044_10053\n", + " 0.720402\n", + " 72.040234\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1219_niv_10053_10059\n", + " 0.739717\n", + " 73.971702\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1220_niv_10059_10057\n", + " 0.703928\n", + " 70.392787\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 1221_niv_10057_10055\n", + " 0.626084\n", + " 62.608359\n", + " gut kontrollierbar\n", + " \n", + " \n", + " 1222_niv_10055_666\n", + " 0.626904\n", + " 62.690394\n", + " gut kontrollierbar\n", + " \n", + " \n", " lA_X10008\n", - " 0.802164\n", - " 80.216374\n", + " 0.862297\n", + " 86.229677\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10001\n", - " 0.970916\n", - " 97.091637\n", + " 0.979783\n", + " 97.978344\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10002\n", - " 0.982322\n", - " 98.232229\n", + " 0.987694\n", + " 98.769443\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10026\n", - " 0.941696\n", - " 94.169634\n", + " 0.959507\n", + " 95.950692\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10044\n", - " 0.924256\n", - " 92.425551\n", + " 0.947303\n", + " 94.730264\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10037\n", - " 0.884305\n", - " 88.430487\n", + " 0.919555\n", + " 91.955518\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10059\n", - " 0.884112\n", - " 88.411233\n", + " 0.919345\n", + " 91.934530\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10028\n", - " 0.987793\n", - " 98.779255\n", + " 0.991521\n", + " 99.152097\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10014\n", - " 0.768045\n", - " 76.804453\n", + " 0.838558\n", + " 83.855804\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X10054\n", - " 0.851025\n", - " 85.102518\n", + " 0.896256\n", + " 89.625573\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10008\n", - " 0.650057\n", - " 65.005654\n", + " 0.650454\n", + " 65.045427\n", " gut kontrollierbar\n", " \n", " \n", " lA_Y10001\n", - " 0.987162\n", - " 98.716167\n", + " 0.987178\n", + " 98.717754\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10002\n", - " 0.964062\n", - " 96.406204\n", + " 0.964104\n", + " 96.410443\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10026\n", - " 0.948827\n", - " 94.882664\n", + " 0.948893\n", + " 94.889268\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10044\n", - " 0.867368\n", - " 86.736761\n", + " 0.867513\n", + " 86.751251\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10037\n", - " 0.930624\n", - " 93.062365\n", + " 0.930701\n", + " 93.070066\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10059\n", - " 0.982590\n", - " 98.259009\n", + " 0.982613\n", + " 98.261346\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10028\n", - " 0.966505\n", - " 96.650509\n", + " 0.966544\n", + " 96.654429\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10014\n", - " 0.776100\n", - " 77.609982\n", + " 0.776351\n", + " 77.635116\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y10054\n", - " 0.921857\n", - " 92.185715\n", + " 0.921983\n", + " 92.198264\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10008\n", - " 0.829967\n", - " 82.996705\n", + " 0.944157\n", + " 94.415670\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10001\n", - " 0.959993\n", - " 95.999299\n", + " 0.986874\n", + " 98.687400\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10002\n", - " 0.988087\n", - " 98.808721\n", + " 0.996090\n", + " 99.608965\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10026\n", - " 0.951400\n", - " 95.140026\n", + " 0.984096\n", + " 98.409586\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10044\n", - " 0.944117\n", - " 94.411702\n", + " 0.981712\n", + " 98.171221\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10037\n", - " 0.915716\n", - " 91.571584\n", + " 0.972473\n", + " 97.247254\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10059\n", - " 0.892471\n", - " 89.247149\n", + " 0.964693\n", + " 96.469318\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10028\n", - " 0.990986\n", - " 99.098609\n", + " 0.997061\n", + " 99.706053\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10014\n", - " 0.830463\n", - " 83.046302\n", + " 0.944413\n", + " 94.441288\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z10054\n", - " 0.691123\n", - " 69.112341\n", - " gut kontrollierbar\n", + " 0.897966\n", + " 89.796572\n", + " nahezu vollständig redundant\n", " \n", " \n", "" @@ -20227,16 +23825,17 @@ } } ], - "execution_count": 22 + "execution_count": 19 }, { + "cell_type": "code", + "id": "14db90a3d4d9118b", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:53:10.927016Z", - "start_time": "2026-01-14T12:52:59.187241Z" + "end_time": "2026-01-19T13:23:11.162505Z", + "start_time": "2026-01-19T13:23:02.582734Z" } }, - "cell_type": "code", "source": [ "# Globaltest des Ausgleichungsmodells\n", "sigma0_apriori = 1.0\n", @@ -20263,7 +23862,6 @@ "display(HTML(df_globaltest.to_html(index=False)))\n", "print(gt[\"Interpretation\"])\n" ], - "id": "14db90a3d4d9118b", "outputs": [ { "data": { @@ -20281,11 +23879,11 @@ " \n", " \n", " Freiheitsgrad\n", - " 2608\n", + " 3082\n", " \n", " \n", " σ̂₀ a posteriori\n", - " 54.998669\n", + " 89.168047\n", " \n", " \n", " σ₀ a priori\n", @@ -20297,11 +23895,11 @@ " \n", " \n", " Testgröße T_G\n", - " 3024.853588\n", + " 7950.940589\n", " \n", " \n", " Kritischer Wert Fₖ\n", - " 1.087766\n", + " 1.080574\n", " \n", " \n", " Nullhypothese H₀\n", @@ -20323,27 +23921,32 @@ "text": [ "Nullhypothese H₀ verworfen!\n", "Dies kann folgende Gründe haben:\n", - "→ Es befinden sich grobe Fehler im Datenmaterial.\n", - "→ Das funktionale Modell ist fehlerhaft.\n", - "→ Das stochastische Modell ist zu optimistisch.\n" + "→ Es befinden sich grobe Fehler im Datenmaterial. Bitte Lokaltest durchführen und ggf. grobe Fehler im Datenmaterial entfernen.\n", + "→ Das stochastische Modell ist zu optimistisch. Bitte Gewichte überprüfen und ggf. anpassen.\n" ] } ], - "execution_count": 23 + "execution_count": 20 }, { + "cell_type": "code", + "id": "1a84fbfb3db101c9", "metadata": { "ExecuteTime": { - "end_time": "2026-01-14T12:54:56.107378Z", - "start_time": "2026-01-14T12:54:49.662559Z" + "end_time": "2026-01-19T13:23:23.290511Z", + "start_time": "2026-01-19T13:23:11.519576Z" } }, - "cell_type": "code", "source": [ "# Lokaltest und innere Zuverlässigkeit\n", + "import ipywidgets as widgets\n", + "from IPython.display import display\n", + "\n", + "itables.init_notebook_mode()\n", "labels = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - "v = res[\"v\"]\n", - "Q_vv = res[\"Q_vv\"]\n", + "\n", + "alpha_input = input(\"Signifikanzniveau alpha wählen [Standard: 0.001]: \").strip()\n", + "alpha_ds = 0.001 if alpha_input == \"\" else float(alpha_input)\n", "\n", "beta_input = input(\"Macht des Tests (1-β) wählen [Standard: 80 % -> 0.80]: \").strip()\n", "beta_ds = 0.80 if beta_input == \"\" else float(beta_input)\n", @@ -20352,23 +23955,329 @@ " v=res[\"v\"],\n", " Q_vv=res[\"Q_vv\"],\n", " ri=ri,\n", - " labels=[str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor],\n", + " labels=labels,\n", " s0_apost=s0_aposteriori,\n", " alpha=alpha_ds,\n", - " beta=beta_ds)\n", + " beta=beta_ds\n", + ")\n", "\n", - "Lokaltest[\"v_i\"] = Lokaltest[\"v_i\"].round(6)\n", - "Lokaltest[\"r_i\"] = Lokaltest[\"r_i\"].round(4)\n", - "Lokaltest[\"s_vi\"] = Lokaltest[\"s_vi\"].round(6)\n", - "Lokaltest[\"NV_i\"] = Lokaltest[\"NV_i\"].round(3)\n", - "Lokaltest[\"GF_i\"] = Lokaltest[\"GF_i\"].round(6)\n", - "Lokaltest[\"GRZW_i\"] = Lokaltest[\"GRZW_i\"].round(6)\n", + "if \"v_i\" in Lokaltest.columns:\n", + " Lokaltest[\"v_i\"] = Lokaltest[\"v_i\"].round(6)\n", + "if \"r_i\" in Lokaltest.columns:\n", + " Lokaltest[\"r_i\"] = Lokaltest[\"r_i\"].round(4)\n", + "if \"s_vi\" in Lokaltest.columns:\n", + " Lokaltest[\"s_vi\"] = Lokaltest[\"s_vi\"].round(6)\n", + "if \"GF_i\" in Lokaltest.columns:\n", + " Lokaltest[\"GF_i\"] = Lokaltest[\"GF_i\"].round(6)\n", + "if \"GRZW_i\" in Lokaltest.columns:\n", + " Lokaltest[\"GRZW_i\"] = Lokaltest[\"GRZW_i\"].round(6)\n", "\n", - "display(HTML(Lokaltest.to_html(index=False)))\n", + "df = Lokaltest.copy()\n", "\n", - "Lokaltest.to_excel(r\"Zwischenergebnisse\\Lokaltest_innere_Zuverlaessugkeit.xlsx\", index=False)" + "if \"Beobachtung\" not in df.columns:\n", + " if df.index.name == \"Beobachtung\":\n", + " df = df.reset_index()\n", + " else:\n", + " df = df.reset_index().rename(columns={\"index\": \"Beobachtung\"})\n", + "\n", + "if \"Beobachtung_ausschalten\" not in df.columns:\n", + " df.insert(0, \"Beobachtung_ausschalten\", \"\")\n", + "else:\n", + " col = df.pop(\"Beobachtung_ausschalten\")\n", + " df.insert(0, \"Beobachtung_ausschalten\", col)\n", + "\n", + "tabelle = ITable(\n", + " df,\n", + " maxBytes=5 * 1024 * 1024, # 5 MB\n", + " columnDefs=[\n", + " {\"targets\": 0, \"orderable\": False, \"className\": \"select-checkbox\", \"width\": \"26px\"},\n", + " ],\n", + " select={\"style\": \"multi\", \"selector\": \"td:first-child\"},\n", + " order=[[1, \"asc\"]],\n", + ")\n", + "\n", + "def export_ausschalten_dict(Eintrag_Auswahl=\"beobachtung_ausschalten\", Wert_nicht_ausgewaehlt=\"\"):\n", + " auswahl = set(tabelle.selected_rows or [])\n", + " beob_list = tabelle.df[\"Beobachtung\"].astype(str).tolist()\n", + "\n", + " return {\n", + " beob_list[i]: (Eintrag_Auswahl if i in auswahl else Wert_nicht_ausgewaehlt)\n", + " for i in range(len(beob_list))\n", + " }\n", + "\n", + "ausschalten_dict = export_ausschalten_dict()\n", + "\n", + "out = widgets.Output()\n", + "btn_export = widgets.Button(description=\"Auswahl speichern\", icon=\"download\")\n", + "btn_reset = widgets.Button(description=\"Rückgängig\", icon=\"refresh\")\n", + "\n", + "def refresh_panel(_=None):\n", + " global ausschalten_dict\n", + " ausschalten_dict = export_ausschalten_dict()\n", + "\n", + " with out:\n", + " clear_output(wait=True)\n", + " auswahl = tabelle.selected_rows or []\n", + " print(f\"AUSGESCHALTET: {len(auswahl)}\")\n", + "\n", + " #Vorschau\n", + " if len(auswahl) > 0:\n", + " cols = [c for c in [\"Beobachtung\", \"v_i\", \"r_i\", \"auffaellig\", \"GF_i\", \"GRZW_i\"] if c in tabelle.df.columns]\n", + " display(tabelle.df.iloc[auswahl][cols].head(30))\n", + "\n", + "def exportieren(_):\n", + " global ausschalten_dict\n", + " ausschalten_dict = export_ausschalten_dict()\n", + "\n", + " with out:\n", + " clear_output(wait=True)\n", + " print(\"ausschalten_dict ist aktualisiert.\")\n", + " ausgeschaltet = [k for k, v in ausschalten_dict.items() if v == \"X\"]\n", + " print(f\"Nur ausgeschaltete Beobachtungen ({len(ausgeschaltet)}):\")\n", + " display(ausgeschaltet[:300])\n", + "\n", + "def on_reset(_):\n", + " tabelle.selected_rows = []\n", + " refresh()\n", + "\n", + "btn_export.on_click(exportieren)\n", + "btn_reset.on_click(on_reset)\n", + "\n", + "tabelle.observe(lambda ch: refresh(), names=\"selected_rows\")\n", + "\n", + "display(widgets.VBox([tabelle, widgets.HBox([btn_export, btn_reset]), out]))\n", + "refresh_panel()\n", + "\n", + "Lokaltest.to_excel(r\"Zwischenergebnisse\\Lokaltest_innere_Zuverlaessugkeit.xlsx\", index=False)\n" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + "\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "data": { + "text/plain": [ + "VBox(children=(, HBox(children=(Button(description='Auswah…" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "f20d26b89b804defb20da5cd3aed7bc9" + } + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 21 + }, + { + "cell_type": "code", + "id": "ebf2c9ef0a1899dc", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-19T13:25:10.097613Z", + "start_time": "2026-01-19T13:25:10.088940Z" + } + }, + "source": [ + "importlib.reload(Datenbank)\n", + "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", + "\n", + "db_zugriff.set_beobachtung_ausschalten(ausschalten_dict)" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Die ausgewählten Beobachtungen werden für die folgenden Iterationen ausgeschaltet.\n" + ] + } + ], + "execution_count": 22 + }, + { + "cell_type": "code", + "id": "256f4a0805b69e14", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-19T13:33:59.749868Z", + "start_time": "2026-01-19T13:33:42.898485Z" + } + }, + "source": [ + "# Äußere Zuverlässigkeit: Einfluss auf die Punktlage (EP)\n", + "labels = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", + "\n", + "Aussen = Netzqualität_Zuverlässigkeit.Zuverlaessigkeit.aeussere_zuverlaessigkeit_EF_EP(\n", + " Lokaltest=Lokaltest,\n", + " labels=labels,\n", + " Qxx=res[\"Q_xx\"],\n", + " A=A_matrix_numerisch_iteration0,\n", + " P=res[\"P\"],\n", + " s0_apost=s0_aposteriori,\n", + " unbekannten_liste=Jacobimatrix_symbolisch_liste_unbekannte,\n", + " x=x\n", + ")\n", + "\n", + "display(HTML(Aussen.to_html(index=False)))\n", + "Aussen.to_excel(r\"Zwischenergebnisse\\Aeussere_Zuverlaessigkeit.xlsx\", index=False)" ], - "id": "ef6ff2a921dcfb90", "outputs": [ { "data": { @@ -20380,42995 +24289,27069 @@ " \n", " \n", " Beobachtung\n", - " v_i\n", - " r_i\n", - " s_vi\n", - " k\n", - " NV_i\n", - " auffaellig\n", - " GF_i\n", - " GRZW_i\n", - " alpha\n", - " beta\n", - " kA\n", - " δ0\n", + " Stand-Pkt\n", + " EF\n", + " EP [mm]\n", + " SP [mm]\n", + " EF*SP [mm]\n", " \n", " \n", " \n", " \n", " 70_SD_1_10009_10006\n", - " -0.000295\n", - " 0.9280\n", - " 0.042421\n", - " 3.290527\n", - " 0.007\n", - " False\n", - " 0.000318\n", - " 0.111943\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.681737\n", + " -0.048317\n", + " 98.612741\n", + " 67.227916\n", " \n", " \n", " 71_SD_1_10009_10010\n", - " -0.004268\n", - " 0.9358\n", - " 0.042590\n", - " 3.290527\n", - " 0.100\n", - " False\n", - " 0.004561\n", - " 0.111461\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.641666\n", + " 0.273043\n", + " 98.612741\n", + " 63.276401\n", " \n", " \n", " 72_SD_1_10009_10018\n", - " -0.001797\n", - " 0.9354\n", - " 0.042665\n", - " 3.290527\n", - " 0.042\n", - " False\n", - " 0.001921\n", - " 0.111701\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.643691\n", + " 0.133980\n", + " 98.612741\n", + " 63.476152\n", " \n", " \n", " 73_SD_1_10009_10008\n", - " 0.003316\n", - " 0.9298\n", - " 0.042442\n", - " 3.290527\n", - " 0.078\n", - " False\n", - " -0.003567\n", - " 0.111786\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.671912\n", + " -0.423640\n", + " 98.612741\n", + " 66.259037\n", " \n", " \n", " 74_SD_1_10009_10006\n", - " -0.000595\n", - " 0.9280\n", - " 0.042421\n", - " 3.290527\n", - " 0.014\n", - " False\n", - " 0.000642\n", - " 0.111943\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.681737\n", + " -0.025093\n", + " 98.612741\n", + " 67.227914\n", " \n", " \n", " 75_SD_1_10009_10010\n", - " -0.003918\n", - " 0.9358\n", - " 0.042590\n", - " 3.290527\n", - " 0.092\n", - " False\n", - " 0.004187\n", - " 0.111461\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.641666\n", + " 0.249032\n", + " 98.612741\n", + " 63.276403\n", " \n", " \n", " 76_SD_1_10009_10018\n", - " -0.001697\n", - " 0.9354\n", - " 0.042665\n", - " 3.290527\n", - " 0.040\n", - " False\n", - " 0.001814\n", - " 0.111701\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.643691\n", + " 0.127068\n", + " 98.612741\n", + " 63.476153\n", " \n", " \n", " 77_SD_1_10009_10008\n", - " 0.003366\n", - " 0.9298\n", - " 0.042442\n", - " 3.290527\n", - " 0.079\n", - " False\n", - " -0.003620\n", - " 0.111786\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.671912\n", + " -0.427420\n", + " 98.612741\n", + " 66.259037\n", " \n", " \n", " 78_SD_1_10009_10006\n", - " 0.000005\n", - " 0.9280\n", - " 0.042421\n", - " 3.290527\n", - " 0.000\n", - " False\n", - " -0.000005\n", - " 0.111943\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.681737\n", + " -0.071540\n", + " 98.612741\n", + " 67.227918\n", " \n", " \n", " 79_SD_1_10009_10010\n", - " -0.003818\n", - " 0.9358\n", - " 0.042590\n", - " 3.290527\n", - " 0.090\n", - " False\n", - " 0.004080\n", - " 0.111461\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.641666\n", + " 0.242162\n", + " 98.612741\n", + " 63.276404\n", " \n", " \n", " 80_SD_1_10009_10018\n", - " -0.001847\n", - " 0.9354\n", - " 0.042665\n", - " 3.290527\n", - " 0.043\n", - " False\n", - " 0.001974\n", - " 0.111701\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.643691\n", + " 0.137404\n", + " 98.612741\n", + " 63.476151\n", " \n", " \n", " 81_SD_1_10009_10008\n", - " 0.003616\n", - " 0.9298\n", - " 0.042442\n", - " 3.290527\n", - " 0.085\n", - " False\n", - " -0.003889\n", - " 0.111786\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10009\n", + " 0.671912\n", + " -0.446250\n", + " 98.612741\n", + " 66.259038\n", " \n", " \n", " 82_SD_2_10006_10009\n", - " 0.002205\n", - " 0.9280\n", - " 0.042421\n", - " 3.290527\n", - " 0.052\n", - " False\n", - " -0.002375\n", - " 0.111943\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.681737\n", + " -0.242015\n", + " 98.632028\n", + " 67.241082\n", " \n", " \n", " 83_SD_2_10006_10005\n", - " 0.000537\n", - " 0.9434\n", - " 0.042783\n", - " 3.290527\n", - " 0.013\n", - " False\n", - " -0.000569\n", - " 0.111063\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.600053\n", + " -0.048110\n", + " 98.632028\n", + " 59.184472\n", " \n", " \n", " 84_SD_2_10006_10003\n", - " -0.000018\n", - " 0.9435\n", - " 0.043062\n", - " 3.290527\n", - " 0.000\n", - " False\n", - " 0.000019\n", - " 0.111766\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.597292\n", + " -0.015371\n", + " 98.632028\n", + " 58.912099\n", " \n", " \n", " 85_SD_2_10006_10004\n", - " 0.000808\n", - " 0.9334\n", - " 0.042583\n", - " 3.290527\n", - " 0.019\n", - " False\n", - " -0.000865\n", - " 0.111718\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.653890\n", + " -0.053014\n", + " 98.632028\n", + " 64.494541\n", " \n", " \n", " 86_SD_2_10006_10010\n", - " -0.002747\n", - " 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- " False\n", - " -0.000994\n", - " 0.111063\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.600053\n", + " -0.072108\n", + " 98.632028\n", + " 59.184475\n", " \n", " \n", " 90_SD_2_10006_10003\n", - " -0.000168\n", - " 0.9435\n", - " 0.043062\n", - " 3.290527\n", - " 0.004\n", - " False\n", - " 0.000178\n", - " 0.111766\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.597292\n", + " -0.006508\n", + " 98.632028\n", + " 58.912096\n", " \n", " \n", " 91_SD_2_10006_10004\n", - " 0.001308\n", - " 0.9334\n", - " 0.042583\n", - " 3.290527\n", - " 0.031\n", - " False\n", - " -0.001401\n", - " 0.111718\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 10006\n", + " 0.653890\n", + " -0.088711\n", + " 98.632028\n", + " 64.494546\n", " \n", " \n", " 92_SD_2_10006_10010\n", - " -0.002847\n", - " 0.9296\n", - " 0.042544\n", - " 3.290527\n", - " 0.067\n", - " False\n", - " 0.003062\n", - " 0.112072\n", - " 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17_gnssby_0656_10026\n", - " -0.003858\n", - " 0.6392\n", - " 0.003949\n", - " 3.290527\n", - " 0.977\n", - " False\n", - " 0.006035\n", - " 0.015128\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", - " \n", - " \n", - " 17_gnssbz_0656_10026\n", - " -0.060141\n", - " 0.6982\n", - " 0.011427\n", - " 3.290527\n", - " 5.263\n", - " True\n", - " 0.086138\n", - " 0.040079\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " 0656\n", + " 3.057046\n", + " 21.201590\n", + " 95.716041\n", + " 292.608372\n", " \n", " \n", " 18_gnssbx_0656_10001\n", - " 0.030846\n", - " 0.7662\n", - " 0.013097\n", - " 3.290527\n", - " 2.355\n", - " False\n", - " -0.040260\n", - " 0.041863\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", - " \n", - " \n", - " 18_gnssby_0656_10001\n", - " -0.000650\n", - " 0.5179\n", - " 0.003413\n", - " 3.290527\n", - " 0.190\n", - " False\n", - " 0.001255\n", - " 0.016138\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 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-0.001325\n", - " 0.018283\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", - " \n", - " \n", - " 66_gnssbz_GNA2_10044\n", - " 0.006943\n", - " 0.6951\n", - " 0.009789\n", - " 3.290527\n", - " 0.709\n", - " False\n", - " -0.009989\n", - " 0.034490\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " GNA2\n", + " 2.633751\n", + " -1.537383\n", + " 96.183476\n", + " 253.323286\n", " \n", " \n", " 67_gnssbx_GNA2_10059\n", - " -0.028292\n", - " 0.8737\n", - " 0.019439\n", - " 3.290527\n", - " 1.455\n", - " False\n", - " 0.032381\n", - " 0.054484\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", - " \n", - " \n", - " 67_gnssby_GNA2_10059\n", - " -0.016443\n", - " 0.9159\n", - " 0.012813\n", - " 3.290527\n", - " 1.283\n", - " False\n", - " 0.017953\n", - " 0.034261\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", - " \n", - " \n", - " 67_gnssbz_GNA2_10059\n", - " -0.026709\n", - " 0.9203\n", - " 0.029606\n", - " 3.290527\n", - " 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\n", " 69_gnssbx_GNA2_10044\n", - " 0.016802\n", - " 0.9083\n", - " 0.016900\n", - " 3.290527\n", - " 0.994\n", - " False\n", - " -0.018499\n", - " 0.045567\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " GNA2\n", + " 0.897126\n", + " -1.328867\n", + " 96.183476\n", + " 86.288676\n", + " \n", + " \n", + " 1_gnssby_0645_10002\n", + " 0645\n", + " 0.871848\n", + " 0.458279\n", + " 96.466324\n", + " 84.103931\n", + " \n", + " \n", + " 2_gnssby_0645_10026\n", + " 0645\n", + " 1.018864\n", + " 1.477211\n", + " 96.466324\n", + " 98.286041\n", + " \n", + " \n", + " 3_gnssby_0645_10014\n", + " 0645\n", + " 1.265681\n", + " 0.912120\n", + " 96.466324\n", + " 122.095557\n", + " \n", + " \n", + " 4_gnssby_0645_10044\n", + " 0645\n", + " 1.663689\n", + " -1.938152\n", + " 96.466324\n", + " 160.489997\n", + " \n", + " \n", + " 5_gnssby_0645_10037\n", + " 0645\n", + " 1.322869\n", + " -1.867509\n", + " 96.466324\n", + " 127.612282\n", + " \n", + " \n", + " 6_gnssby_0645_10002\n", + " 0645\n", + " 1.157445\n", + " 0.140647\n", + " 96.466324\n", + " 111.654512\n", + " \n", + " \n", + " 7_gnssby_0645_10008\n", + " 0645\n", + " 0.959697\n", + " -0.390576\n", + " 96.466324\n", + " 92.578476\n", + " \n", + " \n", + " 8_gnssby_0645_10044\n", + " 0645\n", + " 1.085979\n", + " 0.461684\n", + " 96.466324\n", + " 104.760370\n", + " \n", + " \n", + " 9_gnssby_0648_10014\n", + " 0648\n", + " 1.409901\n", + " -0.416209\n", + " 96.215714\n", + " 135.654594\n", + " \n", + " \n", + " 10_gnssby_0648_10002\n", + " 0648\n", + " 1.644008\n", + " -1.257638\n", + " 96.215714\n", + " 158.179415\n", + " \n", + " \n", + " 11_gnssby_0648_10014\n", + " 0648\n", + " 1.338512\n", + " 0.156519\n", + " 96.215714\n", + " 128.785877\n", + " \n", + " \n", + " 12_gnssby_0648_10044\n", + " 0648\n", + " 2.094186\n", + " -1.021836\n", + " 96.215714\n", + " 201.493613\n", + " \n", + " \n", + " 13_gnssby_0648_10002\n", + " 0648\n", + " 1.110956\n", + " 0.734056\n", + " 96.215714\n", + " 106.891404\n", + " \n", + " \n", + " 14_gnssby_0648_10008\n", + " 0648\n", + " 0.880166\n", + " -0.527886\n", + " 96.215714\n", + " 84.685796\n", + " \n", + " \n", + " 15_gnssby_0656_10014\n", + " 0656\n", + " 2.629711\n", + " 1.342898\n", + " 95.716041\n", + " 251.705525\n", + " \n", + " \n", + " 16_gnssby_0656_10002\n", + " 0656\n", + " 2.023354\n", + " -6.751012\n", + " 95.716041\n", + " 193.667452\n", + " \n", + " \n", + " 17_gnssby_0656_10026\n", + " 0656\n", + " 2.106604\n", + " 2.699827\n", + " 95.716041\n", + " 201.635817\n", + " \n", + " \n", + " 18_gnssby_0656_10001\n", + " 0656\n", + " 2.718078\n", + " 1.961824\n", + " 95.716041\n", + " 260.163655\n", + " \n", + " \n", + " 19_gnssby_0656_10028\n", + " 0656\n", + " 2.520661\n", + " 0.442898\n", + " 95.716041\n", + " 241.267725\n", + " \n", + " \n", + " 20_gnssby_0656_10014\n", + " 0656\n", + " 1.523981\n", + " 0.645510\n", + " 95.716041\n", + " 145.869431\n", + " \n", + " \n", + " 21_gnssby_0656_10037\n", + 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372.211047\n", + " \n", + " \n", + " 29_gnssby_0656_10008\n", + " 0656\n", + " 3.241901\n", + " 2.068787\n", + " 95.716041\n", + " 310.301966\n", + " \n", + " \n", + " 30_gnssby_0656_10054\n", + " 0656\n", + " 5.746020\n", + " -5.964292\n", + " 95.716041\n", + " 549.986278\n", + " \n", + " \n", + " 31_gnssby_0656_10044\n", + " 0656\n", + " 1.677257\n", + " 1.916119\n", + " 95.716041\n", + " 160.540393\n", + " \n", + " \n", + " 32_gnssby_0656_10054\n", + " 0656\n", + " 1.610474\n", + " -2.217757\n", + " 95.716041\n", + " 154.148239\n", + " \n", + " \n", + " 33_gnssby_0656_10028\n", + " 0656\n", + " 2.769386\n", + " 2.301498\n", + " 95.716041\n", + " 265.074691\n", + " \n", + " \n", + " 34_gnssby_0656_10008\n", + " 0656\n", + " 1.828687\n", + " 0.291662\n", + " 95.716041\n", + " 175.034722\n", + " \n", + " \n", + " 35_gnssby_0995_10014\n", + " 0995\n", + " 1.371012\n", + " -0.555001\n", + " 96.432408\n", + " 132.209952\n", + " \n", + " \n", + " 36_gnssby_0995_10002\n", + " 0995\n", + " 1.538397\n", + " -0.777689\n", + " 96.432408\n", + " 148.351320\n", + " \n", + " \n", + " 37_gnssby_0995_10026\n", + " 0995\n", + " 1.085495\n", + " 0.973504\n", + " 96.432408\n", + " 104.676855\n", + " \n", + " \n", + " 38_gnssby_0995_10014\n", + " 0995\n", + " 1.322523\n", + " -1.355330\n", + " 96.432408\n", + " 127.534091\n", + " \n", + " \n", + " 39_gnssby_0995_10037\n", + " 0995\n", + " 0.616900\n", + " -0.285811\n", + " 96.432408\n", + " 59.489147\n", + " \n", + " \n", + " 40_gnssby_0995_10002\n", + " 0995\n", + " 1.300182\n", + " 0.791527\n", + " 96.432408\n", + " 125.379673\n", + " \n", + " \n", + " 41_gnssby_0995_10059\n", + " 0995\n", + " 1.070779\n", + " 1.372272\n", + " 96.432408\n", + " 103.257837\n", + " \n", + " \n", + " 42_gnssby_0995_10008\n", + " 0995\n", + " 0.942123\n", + " -0.175027\n", + " 96.432408\n", + " 90.851223\n", + " \n", + " \n", + " 43_gnssby_1675_10014\n", + " 1675\n", + " 1.167175\n", + " 0.112574\n", + " 96.054835\n", + " 112.112822\n", + " \n", + " \n", + " 44_gnssby_1675_10002\n", + " 1675\n", + " 1.317651\n", + " -0.288426\n", + " 96.054835\n", + " 126.566787\n", + " \n", + " \n", + " 45_gnssby_1675_10026\n", + " 1675\n", + " 0.906038\n", + " 0.778408\n", + " 96.054835\n", + " 87.029373\n", + " \n", + " \n", + " 46_gnssby_1675_10014\n", + " 1675\n", + " 1.190690\n", + " -0.184987\n", + " 96.054835\n", + " 114.371573\n", + " \n", + " \n", + " 47_gnssby_1675_10037\n", + " 1675\n", + " 0.758185\n", + " -0.199957\n", + " 96.054835\n", + " 72.827363\n", + " \n", + " \n", + " 48_gnssby_1675_10044\n", + " 1675\n", + " 1.525872\n", + " -1.250311\n", + " 96.054835\n", + " 146.567377\n", + " \n", + " \n", + " 49_gnssby_1675_10037\n", + " 1675\n", + " 1.192018\n", + " -1.087167\n", + " 96.054835\n", + " 114.499135\n", + " \n", + " \n", + " 50_gnssby_1675_10002\n", + " 1675\n", + " 1.136109\n", + " 0.596903\n", + " 96.054835\n", + " 109.128747\n", + " \n", + " \n", + " 51_gnssby_1675_10008\n", + " 1675\n", + " 0.743500\n", + " 0.265668\n", + " 96.054835\n", + " 71.416723\n", + " \n", + " \n", + " 52_gnssby_1675_10044\n", + " 1675\n", + " 1.139567\n", + " 0.542674\n", + " 96.054835\n", + " 109.460951\n", + " \n", + " \n", + " 53_gnssby_ESTE_10014\n", + " ESTE\n", + " 1.272621\n", + " -0.201509\n", + " 96.126700\n", + " 122.332872\n", + " \n", + " \n", + " 54_gnssby_ESTE_10002\n", + " ESTE\n", + " 1.613834\n", + " -0.559125\n", + " 96.126700\n", + " 155.132537\n", + " \n", + " \n", + " 55_gnssby_ESTE_10026\n", + " ESTE\n", + " 0.948042\n", + " 0.805414\n", + " 96.126700\n", + " 91.132155\n", + " \n", + " \n", + " 56_gnssby_ESTE_10014\n", + " ESTE\n", + " 1.223585\n", + " -0.166930\n", + " 96.126700\n", + " 117.619226\n", + " \n", + " \n", + " 57_gnssby_ESTE_10037\n", + " ESTE\n", + " 0.591296\n", + " -0.294483\n", + " 96.126700\n", + " 56.839341\n", + " \n", + " \n", + " 58_gnssby_ESTE_10044\n", + " ESTE\n", + " 1.841349\n", + " -1.673896\n", + " 96.126700\n", + " 177.002806\n", + " \n", + " \n", + " 59_gnssby_ESTE_10008\n", + " ESTE\n", + " 0.824921\n", + " 0.118429\n", + " 96.126700\n", + " 79.296889\n", + " \n", + " \n", + " 60_gnssby_ESTE_10044\n", + " ESTE\n", + " 1.184731\n", + " 0.807788\n", + " 96.126700\n", + " 113.884285\n", + " \n", + " \n", + " 61_gnssby_GNA2_10014\n", + " GNA2\n", + " 1.175017\n", + " 0.034818\n", + " 96.183476\n", + " 113.017189\n", + " \n", + " \n", + " 62_gnssby_GNA2_10002\n", + " GNA2\n", + " 1.649997\n", + " -0.843331\n", + " 96.183476\n", + " 158.702480\n", + " \n", + " \n", + " 63_gnssby_GNA2_10026\n", + " GNA2\n", + " 0.999054\n", + " 0.840848\n", + " 96.183476\n", + " 96.092448\n", + " \n", + " \n", + " 64_gnssby_GNA2_10014\n", + " GNA2\n", + " 1.316969\n", + " -0.745298\n", + " 96.183476\n", + " 126.670701\n", + " \n", + " \n", + " 65_gnssby_GNA2_10037\n", + " GNA2\n", + " 0.443474\n", + " -0.264143\n", + " 96.183476\n", + " 42.654904\n", + " \n", + " \n", + " 66_gnssby_GNA2_10044\n", + " GNA2\n", + " 1.953605\n", + " -0.285382\n", + " 96.183476\n", + " 187.904562\n", + " \n", + " \n", + " 67_gnssby_GNA2_10059\n", + " GNA2\n", + " 0.889818\n", + " 1.509744\n", + " 96.183476\n", + " 85.585756\n", + " \n", + " \n", + " 68_gnssby_GNA2_10008\n", + " GNA2\n", + " 0.837102\n", + " 0.215156\n", + " 96.183476\n", + " 80.515391\n", " \n", " \n", " 69_gnssby_GNA2_10044\n", - " 0.008278\n", - " 0.8985\n", - " 0.008852\n", - " 3.290527\n", - " 0.935\n", - " False\n", - " -0.009213\n", - " 0.024127\n", - " 0.001\n", - " 0.8\n", - " -0.841621\n", - " 2.448905\n", + " GNA2\n", + " 0.858980\n", + " -0.915327\n", + " 96.183476\n", + " 82.619686\n", + " \n", + " \n", + " 1_gnssbz_0645_10002\n", + " 0645\n", + " 1.665816\n", + " -7.782458\n", + " 96.466324\n", + " 160.695123\n", + " \n", + " \n", + " 2_gnssbz_0645_10026\n", + " 0645\n", + " 2.422681\n", + " 9.996406\n", + " 96.466324\n", + " 233.707161\n", + " \n", + " \n", + " 3_gnssbz_0645_10014\n", + " 0645\n", + " 0.783981\n", + " 0.834951\n", + " 96.466324\n", + " 75.627726\n", + " \n", + " \n", + " 4_gnssbz_0645_10044\n", + " 0645\n", + " 1.812085\n", + " -1.389150\n", + " 96.466324\n", + " 174.805163\n", + " \n", + " \n", + " 5_gnssbz_0645_10037\n", + " 0645\n", + " 1.462552\n", + " -5.868094\n", + " 96.466324\n", + " 141.087053\n", + " \n", + " \n", + " 6_gnssbz_0645_10002\n", + " 0645\n", + " 1.270598\n", + " 6.335098\n", + " 96.466324\n", + " 122.569957\n", + " \n", + " \n", + " 7_gnssbz_0645_10008\n", + " 0645\n", + " 0.855140\n", + " 1.434222\n", + " 96.466324\n", + " 82.492169\n", + " \n", + " \n", + " 8_gnssbz_0645_10044\n", + " 0645\n", + " 1.016838\n", + " -0.727781\n", + " 96.466324\n", + " 98.090594\n", + " \n", + " \n", + " 9_gnssbz_0648_10014\n", + " 0648\n", + " 2.902216\n", + " 0.571404\n", + " 96.215714\n", + " 279.238790\n", + " \n", + " \n", + " 10_gnssbz_0648_10002\n", + " 0648\n", + " 3.102557\n", + " -21.123392\n", + " 96.215714\n", + " 298.514780\n", + " \n", + " \n", + " 11_gnssbz_0648_10014\n", + " 0648\n", + " 0.749275\n", + " 1.000188\n", + " 96.215714\n", + " 72.092034\n", + " \n", + " \n", + " 12_gnssbz_0648_10044\n", + " 0648\n", + " 2.029242\n", + " 0.918517\n", + " 96.215714\n", + " 195.244981\n", + " \n", + " \n", + " 13_gnssbz_0648_10002\n", + " 0648\n", + " 1.135348\n", + " 6.296071\n", + " 96.215714\n", + " 109.238334\n", + " \n", + " \n", + " 14_gnssbz_0648_10008\n", + " 0648\n", + " 0.771174\n", + " 0.412412\n", + " 96.215714\n", + " 74.199027\n", + " \n", + " \n", + " 15_gnssbz_0656_10014\n", + " 0656\n", + " 3.743232\n", + " 4.268824\n", + " 95.716041\n", + " 358.287378\n", + " \n", + " \n", + " 16_gnssbz_0656_10002\n", + " 0656\n", + " 4.513210\n", + " -28.094546\n", + " 95.716041\n", + " 431.986561\n", + " \n", + " \n", + " 17_gnssbz_0656_10026\n", + " 0656\n", + " 3.003619\n", + " 20.135822\n", + " 95.716041\n", + " 287.494555\n", + " \n", + " \n", + " 18_gnssbz_0656_10001\n", + " 0656\n", + " 3.847108\n", + " -1.527673\n", + " 95.716041\n", + " 368.229947\n", + " \n", + " \n", + " 19_gnssbz_0656_10028\n", + " 0656\n", + " 1.655760\n", + " 10.326496\n", + " 95.716041\n", + " 158.482838\n", + " \n", + " \n", + " 20_gnssbz_0656_10014\n", + " 0656\n", + " 0.983192\n", + " 1.722510\n", + " 95.716041\n", + " 94.107254\n", + " \n", + " \n", + " 21_gnssbz_0656_10037\n", + " 0656\n", + " 0.674312\n", + " 0.382432\n", + " 95.716041\n", + " 64.542472\n", + " \n", + " \n", + " 22_gnssbz_0656_10001\n", + " 0656\n", + " 1.383981\n", + " -0.491329\n", + " 95.716041\n", + " 132.469224\n", + " \n", + " \n", + " 23_gnssbz_0656_10059\n", + " 0656\n", + " 2.201496\n", + " 3.187204\n", + " 95.716041\n", + " 210.718439\n", + " \n", + " \n", + " 24_gnssbz_0656_10044\n", + " 0656\n", + " 2.089395\n", + " -6.153440\n", + " 95.716041\n", + " 199.988651\n", + " \n", + " \n", + " 25_gnssbz_0656_10037\n", + " 0656\n", + " 3.060252\n", + " -19.734217\n", + " 95.716041\n", + " 292.915193\n", + " \n", + " \n", + " 26_gnssbz_0656_10002\n", + " 0656\n", + " 1.065814\n", + " 5.336766\n", + " 95.716041\n", + " 102.015496\n", + " \n", + " \n", + " 27_gnssbz_0656_10026\n", + " 0656\n", + " 1.050287\n", + " 5.700760\n", + " 95.716041\n", + " 100.529277\n", + " \n", + " \n", + " 28_gnssbz_0656_10059\n", + " 0656\n", + " 1.930356\n", + " 1.082588\n", + " 95.716041\n", + " 184.766027\n", + " \n", + " \n", + " 29_gnssbz_0656_10008\n", + " 0656\n", + " 2.313337\n", + " 5.976701\n", + " 95.716041\n", + " 221.423420\n", + " \n", + " \n", + " 30_gnssbz_0656_10054\n", + " 0656\n", + " 2.220471\n", + " -6.647060\n", + " 95.716041\n", + " 212.534740\n", + " \n", + " \n", + " 31_gnssbz_0656_10044\n", + " 0656\n", + " 1.637940\n", + " 0.109370\n", + " 95.716041\n", + " 156.777122\n", + " \n", + " \n", + " 32_gnssbz_0656_10054\n", + " 0656\n", + " 2.004016\n", + " -10.707881\n", + " 95.716041\n", + " 191.816509\n", + " \n", + " \n", + " 33_gnssbz_0656_10028\n", + " 0656\n", + " 1.716844\n", + " 2.273434\n", + " 95.716041\n", + " 164.329551\n", + " \n", + " \n", + " 34_gnssbz_0656_10008\n", 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84.862711\n", + " \n", + " \n", + " 42_gnssbz_0995_10008\n", + " 0995\n", + " 0.813296\n", + " -0.016330\n", + " 96.432408\n", + " 78.428128\n", + " \n", + " \n", + " 43_gnssbz_1675_10014\n", + " 1675\n", + " 2.441936\n", + " 4.257387\n", + " 96.054835\n", + " 234.559756\n", + " \n", + " \n", + " 44_gnssbz_1675_10002\n", + " 1675\n", + " 2.389177\n", + " -9.067577\n", + " 96.054835\n", + " 229.492000\n", + " \n", + " \n", + " 45_gnssbz_1675_10026\n", + " 1675\n", + " 2.004842\n", + " 7.936456\n", + " 96.054835\n", + " 192.574815\n", + " \n", + " \n", + " 46_gnssbz_1675_10014\n", + " 1675\n", + " 0.714134\n", + " 0.442176\n", + " 96.054835\n", + " 68.596033\n", + " \n", + " \n", + " 47_gnssbz_1675_10037\n", + " 1675\n", + " 0.471424\n", + " -0.373659\n", + " 96.054835\n", + " 45.282528\n", + " \n", + " \n", + " 48_gnssbz_1675_10044\n", + " 1675\n", + " 1.642897\n", + " -1.351204\n", + " 96.054835\n", + " 157.808156\n", + " \n", + " \n", + " 49_gnssbz_1675_10037\n", + " 1675\n", + " 1.271474\n", + " -4.012433\n", + " 96.054835\n", + " 122.131263\n", + " \n", + " \n", + " 50_gnssbz_1675_10002\n", + " 1675\n", + " 1.184434\n", + " 5.662999\n", + " 96.054835\n", + " 113.770582\n", + " \n", + " \n", + " 51_gnssbz_1675_10008\n", + " 1675\n", + " 0.678112\n", + " 0.892392\n", + " 96.054835\n", + " 65.135891\n", + " \n", + " \n", + " 52_gnssbz_1675_10044\n", + " 1675\n", + " 1.017116\n", + " -0.589081\n", + " 96.054835\n", + " 97.698943\n", + " \n", + " \n", + " 53_gnssbz_ESTE_10014\n", + " ESTE\n", + " 2.766623\n", + " 4.496493\n", + " 96.126700\n", + " 265.946319\n", + " \n", + " \n", + " 54_gnssbz_ESTE_10002\n", + " ESTE\n", + " 2.930199\n", + " -14.199240\n", + " 96.126700\n", + " 281.670326\n", + " \n", + " \n", + " 55_gnssbz_ESTE_10026\n", + " ESTE\n", + " 2.011143\n", + " 8.484708\n", + " 96.126700\n", + " 193.324573\n", + " \n", + " \n", + " 56_gnssbz_ESTE_10014\n", + " ESTE\n", + " 0.718787\n", + " 1.600056\n", + " 96.126700\n", + " 69.094654\n", + " \n", + " \n", + " 57_gnssbz_ESTE_10037\n", + " ESTE\n", + " 0.284830\n", + " 0.046006\n", + " 96.126700\n", + " 27.379791\n", + " \n", + " \n", + " 58_gnssbz_ESTE_10044\n", + " ESTE\n", + " 1.948189\n", + " -1.473662\n", + " 96.126700\n", + " 187.272949\n", + " \n", + " \n", + " 59_gnssbz_ESTE_10008\n", + " ESTE\n", + " 0.728913\n", + " 1.215899\n", + " 96.126700\n", + " 70.068024\n", + " \n", + " \n", + " 60_gnssbz_ESTE_10044\n", + " ESTE\n", + " 1.038466\n", + " -0.329104\n", + " 96.126700\n", + " 99.824266\n", + " \n", + " \n", + " 61_gnssbz_GNA2_10014\n", + " GNA2\n", + " 2.471410\n", + " 5.079626\n", + " 96.183476\n", + " 237.708844\n", + " \n", + " \n", + " 62_gnssbz_GNA2_10002\n", + " GNA2\n", + " 3.034042\n", + " -15.872244\n", + " 96.183476\n", + " 291.824659\n", + " \n", + " \n", + " 63_gnssbz_GNA2_10026\n", + " GNA2\n", + " 2.220022\n", + " 10.252154\n", + " 96.183476\n", + " 213.529404\n", + " \n", + " \n", + " 64_gnssbz_GNA2_10014\n", + " GNA2\n", + " 0.808535\n", + " 0.946353\n", 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"Aeussere_Zuver[\"EP_i\"] = Aeussere_Zuver[\"EP_i\"].round(4)\n", - "\n", - "display(HTML(Aeussere_Zuver.to_html(index=False)))\n", - "\n", - "Aeussere_Zuver.to_excel(r\"Zwischenergebnisse\\Aeussere_Zuverlaessigkeit.xlsx\", index=False)" - ], - "id": "256f4a0805b69e14", - "outputs": [], - "execution_count": null - }, - { - "metadata": {}, "cell_type": "code", + "id": "dca8c1188c876fc8", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-19T13:35:47.824695Z", + "start_time": "2026-01-19T13:35:34.073370Z" + } + }, "source": [ "# Standardabweichungen der einzelnen Punkte und Helmert'scher Punktfehler (3D)\n", "dim = int(input(\"Helmertscher Punktfehler (2 = 2D, 3 = 3D): \"))\n", @@ -63415,15 +51386,768 @@ " dim=dim)\n", "\n", "display(HTML(Helmertscher_Punktfehler.to_html(index=False)))\n", - "Helmertscher_Punktfehler.to_excel(r\"Zwischenergebnisse\\Standardabweichungen_Helmertscher_Punktfehler.xlsx\", index=False)\n" + "Helmertscher_Punktfehler.to_excel(r\"Zwischenergebnisse\\Standardabweichungen_Helmertscher_Punktfehler.xlsx\", index=False)\n", + "print(res[\"Q_xx\"])" ], - "id": "dca8c1188c876fc8", - "outputs": [], - "execution_count": null + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " 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PunktσxσyσzσP_3D
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Helmert'sche Fehlerellipsen\n", "Standardellipse = Netzqualität_Genauigkeit.Genauigkeitsmaße.standardellipse(\n", @@ -63442,13 +52166,23555 @@ "\n", "Standardellipse.to_excel(r\"Zwischenergebnisse\\Standardellipse.xlsx\", index=False)\n" ], - "id": "89fbcfe85fb6e4bb", - "outputs": [], - "execution_count": null + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + 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Punktσxσyσxys_maxs_minθ [gon]
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100310.08740.0458-0.00010.08740.0458198.892
100150.08710.0451-0.00010.08710.0451198.769
100320.08770.0461-0.00010.08770.0461198.656
100300.08730.0460-0.00010.08730.0460198.749
100290.08710.0459-0.00010.08710.0459198.995
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FH30.08930.0548-0.00020.08930.0547197.590
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FH110.08850.0558-0.00030.08860.0556196.603
FH140.08870.0542-0.00020.08870.0541197.906
FH40.09200.05370.00000.09200.05370.525
FH130.08900.0517-0.00020.08910.0516197.639
FH150.09190.0591-0.00060.09230.0585192.973
06450.08660.0425-0.00010.08660.0425199.332
06480.08640.0424-0.00010.08640.0424199.260
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16750.08620.0423-0.00010.08620.0423199.209
ESTE0.08630.0423-0.00010.08630.0423199.221
GNA20.08640.0424-0.00010.08640.0424199.240
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130.00080.00050.00000.00080.00059.672
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280.00030.00030.00000.00040.000376.916
310.00040.00040.00000.00040.000422.585
340.00100.00080.00000.00100.000722.975
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400.00050.00040.00000.00050.00045.136
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460.00050.00040.00000.00050.00040.167
490.00060.00050.00000.00060.00056.911
520.00050.00040.00000.00050.000414.150
550.00040.00040.00000.00040.000338.521
580.00040.00040.00000.00040.000461.412
610.00080.00080.00000.00090.000744.752
640.00130.0007-0.00000.00130.0007192.172
670.00080.0008-0.00000.00090.0007146.286
700.00090.0012-0.00000.00120.0009100.105
730.00060.0025-0.00000.00250.0006100.053
100080.08600.08620.00740.12160.006250.068
100260.08610.08600.00740.12160.005149.942
100590.08610.08620.00740.12160.007150.042
100540.08620.0422-0.00010.08620.0422199.119
100020.04220.04230.00180.05970.003750.074
100370.04230.04230.00180.05970.003750.057
100140.04220.04230.00180.05970.003550.130
100010.06540.06520.00420.09220.006249.930
100440.06510.06510.00420.09200.004449.990
100280.06530.06520.00420.09200.006749.954
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100090.21400.1119198.881
100060.21350.1130198.189
100100.21370.1106198.986
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100160.21270.1092198.789
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100320.21480.1128198.656
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100290.21330.1124198.995
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100560.21310.1151198.905
8120.21850.1366198.879
8160.22240.1363197.406
FH30.21870.1341197.590
6660.21690.1430198.615
FH110.21690.1362196.603
FH140.21720.1326197.906
FH40.22520.13140.525
FH130.21820.1263197.639
FH150.22590.1433192.973
06450.21200.1041199.332
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06560.21050.1032199.120
09950.21200.1040199.286
16750.21120.1036199.209
ESTE0.21140.1036199.221
GNA20.21150.1037199.240
10.00150.00088.118
40.00110.000790.437
70.00070.000637.857
100.00080.000616.340
130.00190.00139.672
160.00350.002852.303
190.00170.0008199.599
220.00210.001718.648
250.00180.000899.380
280.00090.000776.916
310.00100.000922.585
340.00240.001822.975
370.00200.0016199.707
400.00130.00105.136
430.00090.00082.916
460.00120.00100.167
490.00140.00116.911
520.00120.001014.150
550.00100.000838.521
580.00100.000961.412
610.00230.001644.752
640.00320.0017192.172
670.00220.0018146.286
700.00300.0023100.105
730.00620.0014100.053
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100590.29790.017450.042
100540.21100.1033199.119
100020.14620.009050.074
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100140.14610.008650.130
100010.22570.015249.930
100440.22520.010749.990
100280.22530.016349.954
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 34 + }, + { + "cell_type": "code", + "id": "efef62555453950e", + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-19T13:46:08.086164Z", + "start_time": "2026-01-19T13:45:56.319663Z" + } + }, + "source": [ + "# Erzeugung eines Protokolls der hybriden Netzausgleichung\n", + "\n", + "# Input (später: an den Anfang des Notebooks schieben)\n", + "bearbeiter = input(\"Bearbeiter: \")\n", + "projekt = input(\"Projektname: \")\n", + "\n", + "metadaten = {\n", + " \"bearbeiter\": bearbeiter,\n", + " \"projekt\": projekt,\n", + " \"datum\": datetime.now().strftime(\"%d.%m.%Y\")\n", + "}\n", + "\n", + "\n", + "ergebnisse = {\n", + " \"df_globaltest\": df_globaltest,\n", + " \"df_redundanz\": Redundanzanteile,\n", + " \"df_ellipsen\": Standardellipse,\n", + " \"df_konfidenzellipsen\": Konfidenzellipse\n", + "}\n", + "\n", + "Export.Export.speichere_html_protokoll(metadaten, ergebnisse)" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "✅ Protokoll wurde gespeichert unter: C:\\Users\\fabia\\Desktop\\Masterprojekt_V3\\Protokolle\\Protokoll_Campusnetz.html\n" + ] + } + ], + "execution_count": 35 }, { "metadata": {}, "cell_type": "code", - "source": [ - "# Erzeugung eines Protokolls der hybriden Netzausgleichung\n", - "\n", - "# Funktion in Export.py schreiben\n", - "def export_results_txt(filename):\n", - " with open(filename, 'w', encoding='utf-8') as f:\n", - " f.write(\"Report: Hybride Netzausgleichung\\n\\n\")\n", - "\n", - "# Funktion aufrufen und die Daten vom Bearbeiter eintagen lassen (Datum, Bearbeiter, ...)\n", - "export_results_txt(\"Netzbericht.txt\")" - ], - "id": "efef62555453950e", + "source": "", + "id": "7df97977e9b23e21", "outputs": [], "execution_count": null } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.14.0" } }, "nbformat": 4, diff --git a/Datenbank.py b/Datenbank.py index 7829006..9b2f1c6 100644 --- a/Datenbank.py +++ b/Datenbank.py @@ -1,17 +1,21 @@ import os import sqlite3 +from typing import Any + import sympy as sp +from sympy import MutableDenseMatrix + from Berechnungen import Einheitenumrechnung from decimal import Decimal class Datenbank_anlegen: - def __init__(self, pfad_datenbank): + def __init__(self, pfad_datenbank: str) -> None: self.pfad_datenbank = pfad_datenbank self.db_anlegen() - def db_anlegen(self): + def db_anlegen(self) -> None: # pfad = r"C:\Users\fabia\OneDrive\Jade HS\Master\MGW2\Masterprojekt_allgemein\Masterprojekt\Programmierung\Campusnetz\Campusnetz.db" if not os.path.exists(self.pfad_datenbank): con = sqlite3.connect(self.pfad_datenbank) @@ -42,11 +46,17 @@ class Datenbank_anlegen: punktnummer_zp TEXT(10), instrumenteID INTEGER, tachymeter_richtung NUMERIC(8, 6), + tachymeter_richtung_ausschalten INTEGER DEFAULT 0, tachymeter_zenitwinkel NUMERIC(8, 6), + tachymeter_zenitwinkel_ausschalten INTEGER DEFAULT 0, tachymeter_distanz NUMERIC(8, 4), + tachymeter_distanz_auschalten INTEGER DEFAULT 0, gnss_bx NUMERIC(7, 4), + gnss_bx_ausschalten INTEGER DEFAULT 0, gnss_by NUMERIC(7, 4), + gnss_by_ausschalten INTEGER DEFAULT 0, gnss_bz NUMERIC(7, 4), + gnss_bz_ausschalten INTEGER DEFAULT 0, gnss_s0 NUMERIC(1, 8), gnss_cxx NUMERIC(1, 8), gnss_cxy NUMERIC(1, 8), @@ -57,6 +67,7 @@ class Datenbank_anlegen: niv_dh NUMERIC(8, 6), niv_strecke NUMERIC(8, 6), niv_anz_standpkte INTEGER, + niv_ausschalten INTEGER DEFAULT 0, dateiname TEXT(200), CONSTRAINT pk_Beobachtungen PRIMARY KEY (beobachtungenID), CONSTRAINT fk_Beobachtungen_Netzpunktesp FOREIGN KEY (punktnummer_sp) REFERENCES Netzpunkte(punktnummer), @@ -86,10 +97,10 @@ class Datenbank_anlegen: con.close() class Datenbankzugriff: - def __init__(self, pfad_datenbank): + def __init__(self, pfad_datenbank: str) -> None: self.pfad_datenbank = pfad_datenbank - def set_koordinaten(self, dict_koordinaten, koordinatenart): + def set_koordinaten(self, dict_koordinaten: dict, koordinatenart: str) -> None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -113,7 +124,7 @@ class Datenbankzugriff: cursor.close() con.close() - def set_instrument(self, typ, name): + def set_instrument(self, typ: str, name: str) -> None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_instrumente = cursor.execute("SELECT * FROM Instrumente WHERE typ = ? AND name =?", (typ, name)).fetchall() @@ -130,7 +141,8 @@ class Datenbankzugriff: cursor.close() con.close() - def set_genauigkeiten(self, instrumenteID, beobachtungsart, stabw_apriori_konstant =None, stabw_apriori_streckenprop =None): + def set_genauigkeiten(self, instrumenteID: int, beobachtungsart: str, stabw_apriori_konstant: float = None, + stabw_apriori_streckenprop: float = None) -> None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -211,7 +223,9 @@ class Datenbankzugriff: cursor.close() con.close() - def set_datumskoordinaten(self, liste_datumskoordinaten_x, liste_datumskoordinaten_y, liste_datumskoordinaten_z, liste_datumskoordinaten_x_y_z): + def set_datumskoordinaten(self, liste_datumskoordinaten_x: list, liste_datumskoordinaten_y: list, + liste_datumskoordinaten_z: list, + liste_datumskoordinaten_x_y_z: list) -> None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -259,7 +273,9 @@ class Datenbankzugriff: cursor.close() con.close() - def set_datumskoordinaten_to_neupunkte(self, liste_datumskoordinaten_x, liste_datumskoordinaten_y, liste_datumskoordinaten_z, liste_datumskoordinaten_x_y_z): + def set_datumskoordinaten_to_neupunkte(self, liste_datumskoordinaten_x: list, liste_datumskoordinaten_y: list, + liste_datumskoordinaten_z: list, + liste_datumskoordinaten_x_y_z: list) -> None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() if liste_datumskoordinaten_x != []: @@ -291,7 +307,7 @@ class Datenbankzugriff: cursor.close() con.close() - def set_normalhoehe_hfp(self, liste_normalhoehe_hfp): + def set_normalhoehe_hfp(self, liste_normalhoehe_hfp: list) -> LiteralString | str: liste_hfp_in_db = self.get_normalhoehe_hfp() if liste_normalhoehe_hfp != []: con = sqlite3.connect(self.pfad_datenbank) @@ -320,7 +336,81 @@ class Datenbankzugriff: else: return f"Es wurden keine neuen Normalhöhen übergeben. Folgende Normalhöhen sind in der Datenbank enthalten: {liste_hfp_in_db}" - def get_koordinaten(self, koordinatenart, ausgabeart = "Dict"): + def set_beobachtung_ausschalten(self, dict_beobachtung_ausschalten: dict) -> None: + con = sqlite3.connect(self.pfad_datenbank) + cursor = con.cursor() + + for beobachtung, ausschalten in dict_beobachtung_ausschalten.items(): + if ausschalten == "beobachtung_ausschalten": + beobachtung_gesplittet = beobachtung.split("_") + if beobachtung_gesplittet[1] == "SD": + #print(f"SD: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET tachymeter_distanz_auschalten = 1 + WHERE beobachtungenID = ? AND beobachtungsgruppeID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3], beobachtung_gesplittet[4])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + if beobachtung_gesplittet[1] == "R": + #print(f"R: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET tachymeter_richtung_ausschalten = 1 + WHERE beobachtungenID = ? AND beobachtungsgruppeID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3], beobachtung_gesplittet[4])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + + if beobachtung_gesplittet[1] == "ZW": + #print(f"ZW: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET tachymeter_zenitwinkel_ausschalten = 1 + WHERE beobachtungenID = ? AND beobachtungsgruppeID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3], beobachtung_gesplittet[4])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + + if beobachtung_gesplittet[1] == "gnssbx": + #print(f"gnssbx: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET gnss_bx_ausschalten = 1 + WHERE beobachtungenID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + + + if beobachtung_gesplittet[1] == "gnssby": + #print(f"gnssby: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET gnss_by_ausschalten = 1 + WHERE beobachtungenID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + + if beobachtung_gesplittet[1] == "gnssbz": + #print(f"gnssbz: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET gnss_bz_ausschalten = 1 + WHERE beobachtungenID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + + if beobachtung_gesplittet[1] == "niv": + #print(f"niv: {beobachtung_gesplittet}") + try: + cursor.execute(f"""UPDATE Beobachtungen SET niv_ausschalten = 1 + WHERE beobachtungenID = ? AND punktnummer_sp = ? AND punktnummer_zp = ?""", + (beobachtung_gesplittet[0], beobachtung_gesplittet[2], beobachtung_gesplittet[3])) + except: + print(f"Die Beobachtung {beobachtung} konnte aufgrund eines Fehlers nicht ausgeschaltet werden.") + print("Die ausgewählten Beobachtungen werden für die folgenden Iterationen ausgeschaltet.") + con.commit() + cursor.close() + con.close() + + def get_koordinaten(self, koordinatenart: str, ausgabeart: str = "Dict") -> dict[Any, MutableDenseMatrix] | None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() if koordinatenart == "naeherung_lh": @@ -348,7 +438,7 @@ class Datenbankzugriff: for koordinate in liste_koordinaten } - def get_normalhoehe_hfp(self): + def get_normalhoehe_hfp(self) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_hfp = cursor.execute("SELECT punktnummer, normalhoehe_hfp FROM Netzpunkte WHERE normalhoehe_hfp IS NOT NULL").fetchall() @@ -357,7 +447,7 @@ class Datenbankzugriff: return liste_hfp - def get_instrument_liste(self, typ): + def get_instrument_liste(self, typ: str) -> list: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_instrumente = cursor.execute("SELECT * FROM Instrumente WHERE typ = ?", (typ,)).fetchall() @@ -368,7 +458,7 @@ class Datenbankzugriff: liste_instrumente = f"Kein Instrument vom Typ {typ} gefunden. Folgende Typen stehen aktuell zur Auswahl: {liste_typen}" return liste_instrumente - def get_genauigkeiten_dict(self): + def get_genauigkeiten_dict(self) -> dict[Any, Any]: dict = {} con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -379,7 +469,7 @@ class Datenbankzugriff: con.close() return dict - def get_instrumenteID_beobachtungenID_dict(self): + def get_instrumenteID_beobachtungenID_dict(self) -> dict[Any, Any]: dict = {} con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -390,15 +480,22 @@ class Datenbankzugriff: con.close() return dict - def get_beobachtungen_id_beobachtungsgruppe_standpunkt_zielpunkt(self, beobachtungsart): + def get_beobachtungen_id_beobachtungsgruppe_standpunkt_zielpunkt(self, beobachtungsart: str) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() - liste_beobachtungen = cursor.execute(f"SELECT beobachtungenID, beobachtungsgruppeID, punktnummer_sp, punktnummer_zp FROM Beobachtungen WHERE {beobachtungsart} IS NOT NULL").fetchall() + sql_ausdruck = f"SELECT beobachtungenID, beobachtungsgruppeID, punktnummer_sp, punktnummer_zp FROM Beobachtungen WHERE {beobachtungsart} IS NOT NULL" + if beobachtungsart == "tachymeter_distanz": + sql_ausdruck += " AND tachymeter_distanz_auschalten = 0" + elif beobachtungsart == "tachymeter_richtung": + sql_ausdruck += " AND tachymeter_richtung_ausschalten = 0" + elif beobachtungsart == "tachymeter_zenitwinkel": + sql_ausdruck += " AND tachymeter_zenitwinkel_ausschalten = 0" + liste_beobachtungen = cursor.execute(sql_ausdruck).fetchall() cursor.close() con.close() return liste_beobachtungen - def get_beobachtungen_from_beobachtungenid(self): + def get_beobachtungen_from_beobachtungenid(self) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_beobachtungen = cursor.execute(f"SELECT punktnummer_sp, punktnummer_zp, beobachtungenID, beobachtungsgruppeID, tachymeter_richtung, tachymeter_zenitwinkel, tachymeter_distanz FROM Beobachtungen WHERE tachymeter_richtung IS NOT NULL").fetchall() @@ -406,7 +503,7 @@ class Datenbankzugriff: con.close() return liste_beobachtungen - def get_beobachtungen_gnssbasislinien(self): + def get_beobachtungen_gnssbasislinien(self) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_beobachtungen = cursor.execute(f"SELECT beobachtungenID, punktnummer_sp, punktnummer_zp, gnss_bx, gnss_by, gnss_bz, gnss_s0, gnss_cxx, gnss_cxy, gnss_cxz, gnss_cyy, gnss_cyz, gnss_czz FROM Beobachtungen WHERE gnss_bx IS NOT NULL AND gnss_by IS NOT NULL AND gnss_bz IS NOT NULL AND gnss_s0 IS NOT NULL AND gnss_cxx IS NOT NULL AND gnss_cxy IS NOT NULL AND gnss_cxz IS NOT NULL AND gnss_cyy IS NOT NULL AND gnss_cyz IS NOT NULL AND gnss_czz IS NOT NULL").fetchall() @@ -414,15 +511,15 @@ class Datenbankzugriff: con.close() return liste_beobachtungen - def get_beobachtungen_nivellement(self): + def get_beobachtungen_nivellement(self) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() - liste_beobachtungen = cursor.execute(f"SELECT beobachtungenID, punktnummer_sp, punktnummer_zp, niv_dh, niv_strecke, niv_anz_standpkte FROM Beobachtungen WHERE niv_dh IS NOT NULL AND niv_strecke IS NOT NULL AND niv_anz_standpkte IS NOT NULL").fetchall() + liste_beobachtungen = cursor.execute(f"SELECT beobachtungenID, punktnummer_sp, punktnummer_zp, niv_dh, niv_strecke, niv_anz_standpkte FROM Beobachtungen WHERE niv_dh IS NOT NULL AND niv_strecke IS NOT NULL AND niv_anz_standpkte IS NOT NULL AND niv_ausschalten = 0").fetchall() cursor.close() con.close() return liste_beobachtungen - def get_datumskoordinate(self): + def get_datumskoordinate(self) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_datumskoordinate_x = cursor.execute( @@ -451,7 +548,7 @@ class Datenbankzugriff: return liste_datumskoordinaten - def get_stabw_AA_Netzpunkte(self): + def get_stabw_AA_Netzpunkte(self) -> dict[Any, Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_stabwAA_x = cursor.execute(f"SELECT punktnummer, stabw_vorinfo_x FROM Netzpunkte WHERE stabw_vorinfo_x IS NOT NULL").fetchall() @@ -481,18 +578,32 @@ class Datenbankzugriff: return dict_stabwAA - def get_gnss_beobachtungen_punktnummern(self): + def get_gnss_beobachtungen_punktnummern(self, gnss_komponente: str) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() - liste_gnss_beobachtungen = cursor.execute(f"SELECT beobachtungenID, punktnummer_sp, punktnummer_zp FROM Beobachtungen WHERE gnss_bx IS NOT NULL AND gnss_by IS NOT NULL AND gnss_bz IS NOT NULL AND gnss_s0 IS NOT NULL AND gnss_cxx IS NOT NULL AND gnss_cxy IS NOT NULL AND gnss_cxz IS NOT NULL AND gnss_cyy IS NOT NULL AND gnss_cyz IS NOT NULL AND gnss_czz IS NOT NULL").fetchall() + sql = f"""SELECT beobachtungenID, punktnummer_sp, punktnummer_zp + FROM Beobachtungen + WHERE {gnss_komponente} IS NOT NULL + AND gnss_s0 IS NOT NULL + AND gnss_cxx IS NOT NULL AND gnss_cxy IS NOT NULL AND gnss_cxz IS NOT NULL + AND gnss_cyy IS NOT NULL AND gnss_cyz IS NOT NULL AND gnss_czz IS NOT NULL""" + + if gnss_komponente == "gnss_bx": + sql += " AND gnss_bx_ausschalten = 0" + elif gnss_komponente == "gnss_by": + sql += " AND gnss_by_ausschalten = 0" + elif gnss_komponente == "gnss_bz": + sql += " AND gnss_bz_ausschalten = 0" + + liste_gnss_beobachtungen = cursor.execute(sql).fetchall() cursor.close() con.close() return liste_gnss_beobachtungen - def get_nivellement_beobachtungen_punktnummern(self): + def get_nivellement_beobachtungen_punktnummern(self) -> list[Any]: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() - liste_nivellement_beobachtungen = cursor.execute(f"SELECT beobachtungenID, punktnummer_sp, punktnummer_zp FROM Beobachtungen WHERE niv_dh IS NOT NULL AND niv_strecke IS NOT NULL AND niv_anz_standpkte IS NOT NULL").fetchall() + liste_nivellement_beobachtungen = cursor.execute(f"SELECT beobachtungenID, punktnummer_sp, punktnummer_zp FROM Beobachtungen WHERE niv_dh IS NOT NULL AND niv_strecke IS NOT NULL AND niv_anz_standpkte IS NOT NULL AND niv_ausschalten = 0").fetchall() cursor.close() con.close() return liste_nivellement_beobachtungen diff --git a/Export.py b/Export.py index 574ac09..36fc21d 100644 --- a/Export.py +++ b/Export.py @@ -1,11 +1,19 @@ import csv +import numpy as np + +import os +import webbrowser +from datetime import datetime + + class Export: - def __init__(self): + def __init__(self) -> None: pass @staticmethod - def matrix_to_csv(dateiname, liste_spaltenbeschriftung, liste_zeilenbeschriftung, Matrix, beschriftung_kopfzeile = ""): + def matrix_to_csv(dateiname: str, liste_spaltenbeschriftung: list, liste_zeilenbeschriftung: list, Matrix: np.matrix | sp.Matrix, + beschriftung_kopfzeile: object = "") -> None: with open(dateiname, "w", newline="", encoding="utf-8") as csvfile: writer = csv.writer(csvfile, delimiter=";") @@ -29,7 +37,7 @@ class Export: writer.writerow(zeile_als_text) @staticmethod - def ausgleichung_to_datei(dateiname, dict_ausgleichung): + def ausgleichung_to_datei(dateiname: str, dict_ausgleichung: dict) -> None: with open(dateiname, "w", newline="", encoding="utf-8") as csvfile: writer = csv.writer(csvfile, delimiter=";") @@ -65,4 +73,69 @@ class Export: except Exception: value_text = str(value) - writer.writerow([key, value_text]) \ No newline at end of file + writer.writerow([key, value_text]) + + def speichere_html_protokoll(metadaten, ergebnisse): + # Pfad für den Ordner erstellen + ordner = "Protokolle" + if not os.path.exists(ordner): + os.makedirs(ordner) + + dateiname = f"{ordner}/Protokoll_{metadaten['projekt']}.html" + abs_path = os.path.abspath(dateiname) + + # HTML Inhalt zusammenbauen + html_content = f""" + + + + + + Netzprotokoll - {metadaten['projekt']} + + +

Netzprotokoll: {metadaten['projekt']}

+ +
+

Bearbeiter: {metadaten['bearbeiter']}

+

Datum: {metadaten['datum']}

+

Ausgleichungsmodus: Methode der kleinsten Quadrate (L2-Norm)

+
+ +

1. Globaltest

+ {ergebnisse['df_globaltest'].to_html(index=False)} + +

2. Redundanzanteile

+ {ergebnisse['df_redundanz'].to_html(index=False)} + +

3. Standardellipsen

+ {ergebnisse['df_ellipsen'].to_html(index=False)} + +

3. Konfidenzellipsen

+ {ergebnisse['df_konfidenzellipsen'].to_html(index=False)} + +
+ Erstellt automatisch am {datetime.now().strftime('%d.%m.%Y um %H:%M:%S')} +
+ + + """ + + # Datei schreiben + with open(dateiname, "w", encoding="utf-8") as f: + f.write(html_content) + + print(f"✅ Protokoll wurde gespeichert unter: {abs_path}") + + # Datei automatisch im Standard-Browser öffnen + webbrowser.open(f"file://{abs_path}") \ No newline at end of file diff --git a/Funktionales_Modell.py b/Funktionales_Modell.py index b695922..fe1aadf 100644 --- a/Funktionales_Modell.py +++ b/Funktionales_Modell.py @@ -1,3 +1,9 @@ +from typing import Any + +from numpy import ndarray, dtype +from sympy import MutableDenseMatrix +from sympy.matrices.expressions.matexpr import MatrixElement + from Datenbank import Datenbankzugriff import sympy as sp from Export import Export @@ -14,7 +20,7 @@ import sympy as sp class FunktionalesModell: - def __init__(self, pfad_datenbank, a, b, pfad_tif_quasigeoidundolation = None): + def __init__(self, pfad_datenbank: str, a: float, b: float, pfad_tif_quasigeoidundolation: str = None) -> None: self.pfad_datenbank = pfad_datenbank self.a = a self.b = b @@ -30,11 +36,11 @@ class FunktionalesModell: self.liste_beobachtungsvektor_symbolisch = None - def jacobi_matrix_symbolisch(self, datumsfestlegung = None, liste_unbekannte_datumsfestlegung = None): + def jacobi_matrix_symbolisch(self, datumsfestlegung: str = None, liste_unbekannte_datumsfestlegung: list = None) -> tuple[MutableDenseMatrix | MatrixElement | list[Any] | Any, list[Any], list[Any]] | None: #liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung", "tachymeter_zenitwinkel"] - #liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung", "tachymeter_zenitwinkel", "gnss_basislinien", "geometrisches_nivellement"] - liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung", "tachymeter_zenitwinkel", "gnss_basislinien"] + liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung", "tachymeter_zenitwinkel", "gnss_basislinien", "geometrisches_nivellement"] + #liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung", "tachymeter_zenitwinkel", "gnss_basislinien"] db_zugriff = Datenbankzugriff(self.pfad_datenbank) liste_beobachtungen_rohdaten_gnssbasislinien = [] @@ -63,19 +69,52 @@ class FunktionalesModell: if beobachtungsgruppeID not in liste_orientierungsunbekannte: liste_orientierungsunbekannte.append(beobachtungsgruppeID) #GNSS Block - if beobachtungsart == "gnss_basislinien": - liste_id_standpunkt_zielpunkt = db_zugriff.get_gnss_beobachtungen_punktnummern() + #if beobachtungsart == "gnss_basislinien": + # liste_id_standpunkt_zielpunkt = db_zugriff.get_gnss_beobachtungen_punktnummern() + # for beobachtungenID, standpunkt, zielpunkt in liste_id_standpunkt_zielpunkt: + # standpunkt = str(standpunkt).strip() + # zielpunkt = str(zielpunkt).strip() + # liste_beobachtungen_rohdaten_gnssbasislinien.append((beobachtungsart, beobachtungenID, standpunkt, zielpunkt)) + + # if standpunkt not in liste_punktnummern: + # liste_punktnummern.append(standpunkt) + # if zielpunkt not in liste_punktnummern: + # liste_punktnummern.append(zielpunkt) + + #GNSS Block + if beobachtungsart == "gnss_basislinien": + liste_id_standpunkt_zielpunkt = db_zugriff.get_gnss_beobachtungen_punktnummern("gnss_bx") for beobachtungenID, standpunkt, zielpunkt in liste_id_standpunkt_zielpunkt: standpunkt = str(standpunkt).strip() zielpunkt = str(zielpunkt).strip() - liste_beobachtungen_rohdaten_gnssbasislinien.append((beobachtungsart, beobachtungenID, standpunkt, zielpunkt)) - + liste_beobachtungen_rohdaten_gnssbasislinien.append(("gnssbx", beobachtungenID, standpunkt, zielpunkt)) if standpunkt not in liste_punktnummern: liste_punktnummern.append(standpunkt) if zielpunkt not in liste_punktnummern: liste_punktnummern.append(zielpunkt) + liste_id_standpunkt_zielpunkt = db_zugriff.get_gnss_beobachtungen_punktnummern("gnss_by") + for beobachtungenID, standpunkt, zielpunkt in liste_id_standpunkt_zielpunkt: + standpunkt = str(standpunkt).strip() + zielpunkt = str(zielpunkt).strip() + liste_beobachtungen_rohdaten_gnssbasislinien.append(("gnssby", beobachtungenID, standpunkt, zielpunkt)) + if standpunkt not in liste_punktnummern: + liste_punktnummern.append(standpunkt) + if zielpunkt not in liste_punktnummern: + liste_punktnummern.append(zielpunkt) + + liste_id_standpunkt_zielpunkt = db_zugriff.get_gnss_beobachtungen_punktnummern("gnss_bz") + for beobachtungenID, standpunkt, zielpunkt in liste_id_standpunkt_zielpunkt: + standpunkt = str(standpunkt).strip() + zielpunkt = str(zielpunkt).strip() + liste_beobachtungen_rohdaten_gnssbasislinien.append(("gnssbz", beobachtungenID, standpunkt, zielpunkt)) + if standpunkt not in liste_punktnummern: + liste_punktnummern.append(standpunkt) + if zielpunkt not in liste_punktnummern: + liste_punktnummern.append(zielpunkt) + + if beobachtungsart == "geometrisches_nivellement": liste_id_standpunkt_zielpunkt = db_zugriff.get_nivellement_beobachtungen_punktnummern() @@ -214,25 +253,49 @@ class FunktionalesModell: f"{beobachtungenID}_ZW_{beobachtungsgruppeID}_{standpunkt}_{zielpunkt}" ) + #if liste_beobachtungen_rohdaten_gnssbasislinien != []: + # for beobachtungsart, beobachtungenID, standpunkt, zielpunkt in liste_beobachtungen_rohdaten_gnssbasislinien: + # X_sp, Y_sp, Z_sp = self.dict_punkt_symbole[standpunkt] + # X_zp, Y_zp, Z_zp = self.dict_punkt_symbole[zielpunkt] + + # if beobachtungsart == "gnss_basislinien": + # beobachtungsgleichung_bx = X_zp - X_sp + # beobachtungsgleichung_by = Y_zp - Y_sp + # beobachtungsgleichung_bz = Z_zp - Z_sp + # liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_bx) + # liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_by) + # liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_bz) + # liste_zeilenbeschriftungen_gnssbasislinien.append( + # f"{beobachtungenID}_gnssbx_{standpunkt}_{zielpunkt}") + # liste_zeilenbeschriftungen_gnssbasislinien.append( + # f"{beobachtungenID}_gnssby_{standpunkt}_{zielpunkt}") + # liste_zeilenbeschriftungen_gnssbasislinien.append( + # f"{beobachtungenID}_gnssbz_{standpunkt}_{zielpunkt}") + if liste_beobachtungen_rohdaten_gnssbasislinien != []: for beobachtungsart, beobachtungenID, standpunkt, zielpunkt in liste_beobachtungen_rohdaten_gnssbasislinien: X_sp, Y_sp, Z_sp = self.dict_punkt_symbole[standpunkt] X_zp, Y_zp, Z_zp = self.dict_punkt_symbole[zielpunkt] - if beobachtungsart == "gnss_basislinien": + if beobachtungsart == "gnssbx": beobachtungsgleichung_bx = X_zp - X_sp - beobachtungsgleichung_by = Y_zp - Y_sp - beobachtungsgleichung_bz = Z_zp - Z_sp liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_bx) - liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_by) - liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_bz) liste_zeilenbeschriftungen_gnssbasislinien.append( f"{beobachtungenID}_gnssbx_{standpunkt}_{zielpunkt}") + + if beobachtungsart == "gnssby": + beobachtungsgleichung_by = Y_zp - Y_sp + liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_by) liste_zeilenbeschriftungen_gnssbasislinien.append( f"{beobachtungenID}_gnssby_{standpunkt}_{zielpunkt}") + + if beobachtungsart == "gnssbz": + beobachtungsgleichung_bz = Z_zp - Z_sp + liste_beobachtungsgleichungen_gnssbasislinien.append(beobachtungsgleichung_bz) liste_zeilenbeschriftungen_gnssbasislinien.append( f"{beobachtungenID}_gnssbz_{standpunkt}_{zielpunkt}") + if liste_beobachtungen_rohdaten_nivellement != []: for beobachtungsart, beobachtungenID, standpunkt, zielpunkt in liste_beobachtungen_rohdaten_nivellement: X_sp, Y_sp, Z_sp = self.dict_punkt_symbole[standpunkt] @@ -375,7 +438,10 @@ class FunktionalesModell: return A_gesamt, liste_unbekannte, liste_zeilenbeschriftungen_gesamt - def jacobi_matrix_zahlen_iteration_0(self, A_symbolisch, koordinatenart, liste_unbekannte = None, liste_zeilenbeschriftungen_gesamt = None, iterationsnummer = 0): + def jacobi_matrix_zahlen_iteration_0(self, A_symbolisch: sp.Matrix, koordinatenart: str, + liste_unbekannte: list = None, + liste_zeilenbeschriftungen_gesamt: list = None, + iterationsnummer: int = 0) -> ndarray[tuple[Any, ...], dtype[Any]] | None: self.liste_beobachtungsvektor_symbolisch = [str(x) for x in liste_zeilenbeschriftungen_gesamt] if koordinatenart == "naeherung_us": @@ -421,7 +487,7 @@ class FunktionalesModell: else: print("Koordinaten noch nicht implementiert!") - def beobachtungsvektor_numerisch(self, liste_beobachtungsvektor_symbolisch): + def beobachtungsvektor_numerisch(self, liste_beobachtungsvektor_symbolisch: list) -> MutableDenseMatrix: liste_beobachtungsvektor_numerisch = [] for beobachtung_symbolisch in liste_beobachtungsvektor_symbolisch: @@ -434,7 +500,7 @@ class FunktionalesModell: Export.matrix_to_csv(r"Zwischenergebnisse\Beobachtungsvektor_Numerisch.csv", [""], liste_beobachtungsvektor_symbolisch, beobachtungsvektor_numerisch, "Beobachtungsvektor") return beobachtungsvektor_numerisch - def beobachtungsvektor_naeherung_symbolisch(self, liste_beobachtungsvektor_symbolisch): + def beobachtungsvektor_naeherung_symbolisch(self, liste_beobachtungsvektor_symbolisch: list) -> sp.Matrix: liste_beobachtungsgleichungen = [] self.dict_punkt_symbole = {} liste_punktnummern = [] @@ -568,7 +634,9 @@ class FunktionalesModell: return beobachtungsvektor_naeherung_symbolisch - def beobachtungsvektor_naeherung_numerisch_iteration0(self, liste_beobachtungsvektor_symbolisch, beobachtungsvektor_naeherung_symbolisch, iterationsnummer=0): + def beobachtungsvektor_naeherung_numerisch_iteration0(self, liste_beobachtungsvektor_symbolisch: list, + beobachtungsvektor_naeherung_symbolisch: sp.Matrix, + iterationsnummer: int = 0) -> ndarray[tuple[int, int], Any]: #beobachtungsvektor_naeherung_numerisch_iteration0 = beobachtungsvektor_naeherung_symbolisch.xreplace(self.substitutionen_dict) if self.func_beob0 is None: #self.liste_symbole_lambdify = sorted(self.substitutionen_dict.keys(), key=lambda s: str(s)) @@ -590,13 +658,17 @@ class FunktionalesModell: return beobachtungsvektor_naeherung_numerisch_iteration0 - def unbekanntenvektor_symbolisch(self, liste_unbekannte): + def unbekanntenvektor_symbolisch(self, liste_unbekannte: list) -> sp.Matrix: unbekanntenvektor_symbolisch = sp.Matrix(liste_unbekannte) Export.matrix_to_csv(r"Zwischenergebnisse\Unbekanntenvektor_Symbolisch.csv", [""], liste_unbekannte, unbekanntenvektor_symbolisch, "Unbekanntenvektor") return(unbekanntenvektor_symbolisch) - def unbekanntenvektor_numerisch(self, liste_unbekanntenvektor_symbolisch, unbekanntenvektor_symbolisch, dX_Vektor = None, unbekanntenvektor_neumerisch_vorherige_Iteration = None, iterationsnummer=0): + def unbekanntenvektor_numerisch(self, liste_unbekanntenvektor_symbolisch: list, + unbekanntenvektor_symbolisch: sp.Matrix, + dX_Vektor: np.Matrix = None, + unbekanntenvektor_neumerisch_vorherige_Iteration: np.Matrix = None, + iterationsnummer: int = 0) -> ndarray[tuple[int, int], Any] | ndarray[tuple[Any, ...], dtype[Any]]: self.liste_unbekanntenvektor_symbolisch = liste_unbekanntenvektor_symbolisch #if not hasattr(self, "liste_unbekanntenvektor_symbolisch"): @@ -636,7 +708,7 @@ class FunktionalesModell: "Unbekanntenvektor") return unbekanntenvektor_numerisch - def unbekanntenvektor_numerisch_to_dict_unbekanntenvektor(self, liste_unbekanntenvektor_symbolisch, unbekanntenvektor_numerisch): + def unbekanntenvektor_numerisch_to_dict_unbekanntenvektor(self, liste_unbekanntenvektor_symbolisch: list, unbekanntenvektor_numerisch: np.Matrix) -> dict: dict_unbekanntenvektor_numerisch = {} #index = 0 @@ -675,8 +747,8 @@ class FunktionalesModell: #index += 3 return dict_koordinaten - def berechnung_dl(self, beobachtungsvektor_numerisch, beobachtungsvektor_naeherung_numerisch, - liste_beobachtungsvektor_symbolisch=None, iterationsnummer=0): + def berechnung_dl(self, beobachtungsvektor_numerisch: np.Matrix, beobachtungsvektor_naeherung_numerisch: sp.Matrix, + liste_beobachtungsvektor_symbolisch: list = None, iterationsnummer: int = 0) -> np.Matrix: dl = beobachtungsvektor_numerisch - beobachtungsvektor_naeherung_numerisch dl = np.asarray(dl, dtype=float) @@ -697,7 +769,8 @@ class FunktionalesModell: return dl - def dict_substitutionen_uebergeordnetes_system(self, unbekanntenvektor_aus_iteration = None): + def dict_substitutionen_uebergeordnetes_system(self, + unbekanntenvektor_aus_iteration: np.Matrix = None) -> dict[Any, Any]: db_zugriff = Datenbankzugriff(self.pfad_datenbank) berechnungen = Berechnungen(self.a, self.b) if unbekanntenvektor_aus_iteration is None: @@ -828,8 +901,8 @@ class FunktionalesModell: return substitutionen - def unbekanntenvektor_numerisch_to_dict_orientierungen(self, liste_unbekanntenvektor_symbolisch, - unbekanntenvektor_numerisch): + def unbekanntenvektor_numerisch_to_dict_orientierungen(self, liste_unbekanntenvektor_symbolisch: list, + unbekanntenvektor_numerisch: np.Matrix) -> dict[Any, Any]: dict_O = {} unbekanntenvektor_numerisch = np.asarray(unbekanntenvektor_numerisch, dtype=float).reshape(-1, 1) for i, symbol in enumerate(liste_unbekanntenvektor_symbolisch): diff --git a/Import.py b/Import.py index c6304db..e72afef 100644 --- a/Import.py +++ b/Import.py @@ -1,24 +1,25 @@ import csv import sqlite3 from decimal import Decimal +from typing import Any import Berechnungen class Import: - def __init__(self, pfad_datenbank): + def __init__(self, pfad_datenbank: str) -> None: self.pfad_datenbank = pfad_datenbank pass - def string_to_float(self, zahl): + def string_to_float(self, zahl: str) -> float: zahl = zahl.replace(',', '.') return float(zahl) - def string_to_decimal(self, zahl): + def string_to_decimal(self, zahl: str) -> Decimal: zahl = zahl.replace(',', '.') return Decimal(zahl) - def import_koordinaten_lh_tachymeter(self, pfad_datei): + def import_koordinaten_lh_tachymeter(self, pfad_datei: str) -> None: liste_punktnummern = [] liste_punktnummern_vorher = [] liste_punktnummern_vorher_db = [] @@ -64,7 +65,7 @@ class Import: con.close() print("Der Import der Näherungskoordinaten wurde erfolgreich abgeschlossen") - def import_beobachtungen_tachymeter(self, pfad_datei, instrumentenID): + def import_beobachtungen_tachymeter(self, pfad_datei: str, instrumentenID: int) -> None: # Prüfen, ob Bereits Daten aus der Datei in der Datenbank vorhanden sind con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -228,7 +229,8 @@ class Import: con.close() print(f"Der Import der Datei {pfad_datei} wurde erfolgreich abgeschlossen.") - def vorbereitung_import_beobachtungen_nivellement_naeherung_punkthoehen(self, pfad_datei, instrumentenID): + def vorbereitung_import_beobachtungen_nivellement_naeherung_punkthoehen(self, pfad_datei: str, + instrumentenID: int) -> None | tuple[None, None] | tuple[dict[Any, Any], list[Any]]: # Prüfen, ob Bereits Daten aus der Datei in der Datenbank vorhanden sind con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -306,7 +308,9 @@ class Import: print(f"Für folgende Nivellementpunkte werden die Höhen in der Ausgleichung berechnet: {liste_punktnummern_in_db}\nFür folgende Punkte wird aktuell keine Höhe in der Ausgleichung berechnet: {liste_punktnummern_nicht_in_db}. Bei Bedarf im folgenden Schritt ändern!") return dict_punkt_mittelwert_punkthoehen, liste_punktnummern_in_db - def import_beobachtungen_nivellement_naeherung_punkthoehen(self, dict_punkt_mittelwert_punkthoehen, liste_punktnummern_in_db, liste_punktnummern_hinzufuegen): + def import_beobachtungen_nivellement_naeherung_punkthoehen(self, dict_punkt_mittelwert_punkthoehen: dict, + liste_punktnummern_in_db: list, + liste_punktnummern_hinzufuegen: list) -> str | None: Import_fortsetzen = True if dict_punkt_mittelwert_punkthoehen == None or liste_punktnummern_in_db == None or liste_punktnummern_hinzufuegen == None: @@ -346,7 +350,7 @@ class Import: return f"Für folgende Punkte werden die Höhen Ausgeglichen: {liste_punktnummern_hinzufuegen + liste_punktnummern_in_db}" - def import_beobachtungen_nivellement_RVVR(self, pfad_datei, instrumentenID): + def import_beobachtungen_nivellement_RVVR(self, pfad_datei: str, instrumentenID: int) -> str | None: # Prüfen, ob Bereits Daten aus der Datei in der Datenbank vorhanden sind con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() @@ -560,7 +564,7 @@ class Import: - def import_koordinaten_gnss(self, pfad_datei, liste_sapos_stationen_genauigkeiten): + def import_koordinaten_gnss(self, pfad_datei: str, liste_sapos_stationen_genauigkeiten: list) -> str: liste_zeilen = [] dict_koordinaten = {} @@ -597,7 +601,7 @@ class Import: con.close() return "Import der Koordinaten aus stationärem GNSS abgeschlossen." - def import_basislinien_gnss(self, pfad_datei): + def import_basislinien_gnss(self, pfad_datei: str) -> None: Import_fortsetzen = True # Prüfen, ob Bereits Daten aus der Datei in der Datenbank vorhanden sind diff --git a/Koordinatentransformationen.py b/Koordinatentransformationen.py index f4e3ff0..1885d6c 100644 --- a/Koordinatentransformationen.py +++ b/Koordinatentransformationen.py @@ -1,3 +1,5 @@ +from typing import Any + import sympy as sp from sympy.algebras.quaternion import Quaternion import Datenbank @@ -11,11 +13,11 @@ from pyproj import CRS, Transformer class Transformationen: - def __init__(self, pfad_datenbank): + def __init__(self, pfad_datenbank: str) -> None: self.pfad_datenbank = pfad_datenbank @staticmethod - def R_matrix_aus_euler(e1, e2, e3): + def R_matrix_aus_euler(e1: float, e2: float, e3: float) -> sp.Matrix: return sp.Matrix([ [ sp.cos(e2) * sp.cos(e3), @@ -34,7 +36,7 @@ class Transformationen: ] ]) - def Helmerttransformation_Euler_Transformationsparameter_berechne(self): + def Helmerttransformation_Euler_Transformationsparameter_berechne(self) -> dict[Any, float]: db = Datenbank.Datenbankzugriff(self.pfad_datenbank) dict_ausgangssystem = db.get_koordinaten("naeherung_lh", "Dict") dict_zielsystem = db.get_koordinaten("naeherung_us", "Dict") @@ -251,7 +253,7 @@ class Transformationen: return zahlen_final - def Helmerttransformation(self, transformationsparameter): + def Helmerttransformation(self, transformationsparameter: dict) -> dict[Any, Any]: db = Datenbank.Datenbankzugriff(self.pfad_datenbank) dict_ausgangssystem = db.get_koordinaten("naeherung_lh", "Dict") dict_zielsystem = db.get_koordinaten("naeherung_us", "Dict") @@ -286,7 +288,7 @@ class Transformationen: ]) return dict_transformiert - def utm_to_XYZ(self, pfad_tif_quasigeoidundolation, liste_utm): + def utm_to_XYZ(self, pfad_tif_quasigeoidundolation: str, liste_utm: list) -> dict[Any, Any]: pfad_gcg_tif = Path(pfad_tif_quasigeoidundolation) pfad_gcg_tif_proj = pfad_gcg_tif.with_name("de_bkg_gcg2016.tif") diff --git a/Netzqualität_Genauigkeit.py b/Netzqualität_Genauigkeit.py index a8213a2..b06fc8b 100644 --- a/Netzqualität_Genauigkeit.py +++ b/Netzqualität_Genauigkeit.py @@ -146,50 +146,114 @@ class Genauigkeitsmaße: return konfidenzellipsen +def plot_netz_komplett_final(x_vektor, unbekannten_labels, beobachtungs_labels, Qxx, sigma0_apost, + k_faktor=2.447, v_faktor=1000): + """ + Optimierter Plot für Jupyter Notebook: + - k_faktor: Statistischer Sicherheitsfaktor (2.447 entspricht 95% für 2D) + - v_faktor: Optische Überhöhung der Ellipsen (z.B. 1000 = mm werden als m dargestellt) + """ - @staticmethod - def plot_ellipsen(punkt_coords: dict, ellipsen_parameter: list, scale: float = 1000): - fig = go.Figure() + x_vektor = np.asarray(x_vektor, float).reshape(-1) + Qxx = np.asarray(Qxx, float) - # Titel dynamisch anpassen - prob = ellipsen_parameter[0].get('prob', 0) - titel = "Standard-Fehlerellipsen" if prob < 0.4 else f"{prob * 100:.0f}% Konfidenzellipsen" + # 1. Datenaufbereitung + coords = {} + punkt_ids = sorted(set(str(l)[1:] for l in unbekannten_labels if str(l).startswith(('X', 'Y', 'Z')))) + pts_data = [] - for p in ellipsen_parameter: - name = p['name'] - x0, y0 = punkt_coords[name][0], punkt_coords[name][1] - a, b, theta = p['a'], p['b'], p['theta'] + for pid in punkt_ids: + try: + ix = next(i for i, s in enumerate(unbekannten_labels) if str(s) == f"X{pid}") + iy = next(i for i, s in enumerate(unbekannten_labels) if str(s) == f"Y{pid}") + x, y = float(x_vektor[ix]), float(x_vektor[iy]) + coords[pid] = (x, y) - t = np.linspace(0, 2 * np.pi, 100) - xs, ys = a * scale * np.cos(t), b * scale * np.sin(t) + # Kovarianzmatrix extrahieren und mit s0^2 skalieren + q_idx = [ix, iy] + Q_sub = Qxx[np.ix_(q_idx, q_idx)] * (sigma0_apost ** 2) + pts_data.append({'id': pid, 'x': x, 'y': y, 'Q': Q_sub}) + except: + continue - x_plot = x0 + xs * np.cos(theta) - ys * np.sin(theta) - y_plot = y0 + xs * np.sin(theta) + ys * np.cos(theta) + if len(pts_data) == 0: + raise ValueError( + "Keine Netzpunkte extrahiert. Prüfe: x_vektor Form (u,) und Qxx Form (u,u) sowie Labels 'X'/'Y'.") - # Punkt - fig.add_trace(go.Scatter( - x=[x0], y=[y0], mode='markers+text', - name=f"Punkt {name}", text=[name], textposition="top right", - marker=dict(size=8, color='black') - )) + fig = go.Figure() - # Ellipse - fig.add_trace(go.Scatter( - x=x_plot, y=y_plot, mode='lines', - name=f"Ellipse {name}", - line=dict(color='blue' if prob > 0.4 else 'red', width=2, - dash='dash' if prob > 0.4 else 'solid'), - fill='toself', - fillcolor='rgba(0, 0, 255, 0.1)' if prob > 0.4 else 'rgba(255, 0, 0, 0.1)', - hoverinfo='text', - text=(f"Punkt: {name}
a: {a * 1000:.2f} mm
" - f"b: {b * 1000:.2f} mm
Theta: {np.degrees(theta):.2f}°") - )) + # 2. Beobachtungen (Gruppiert) + beob_typen = { + 'GNSS-Basislinien': {'pattern': 'gnss', 'color': 'rgba(255, 100, 0, 0.4)'}, + 'Nivellement': {'pattern': 'niv', 'color': 'rgba(0, 200, 100, 0.4)'}, + 'Tachymeter': {'pattern': '', 'color': 'rgba(100, 100, 100, 0.3)'} + } - fig.update_layout( - title=titel, - xaxis_title="Rechtswert (E) [m]", yaxis_title="Hochwert (N) [m]", - yaxis=dict(scaleanchor="x", scaleratio=1), - template="plotly_white", showlegend=True - ) - return fig \ No newline at end of file + for typ, info in beob_typen.items(): + x_l, y_l = [], [] + for bl in beobachtungs_labels: + bl_str = str(bl).lower() + if (info['pattern'] in bl_str and info['pattern'] != '') or ( + info['pattern'] == '' and 'gnss' not in bl_str and 'niv' not in bl_str): + pts = [pid for pid in coords if f"_{pid}" in str(bl) or str(bl).startswith(f"{pid}_")] + if len(pts) >= 2: + x_l.extend([coords[pts[0]][0], coords[pts[1]][0], None]) + y_l.extend([coords[pts[0]][1], coords[pts[1]][1], None]) + + if x_l: + fig.add_trace(go.Scatter(x=x_l, y=y_l, mode='lines', name=typ, line=dict(color=info['color'], width=1))) + + # 3. Konfidenzellipsen mit v_faktor + for pt in pts_data: + vals, vecs = np.linalg.eigh(pt['Q']) + order = vals.argsort()[::-1] + vals, vecs = vals[order], vecs[:, order] + + theta = np.degrees(np.arctan2(vecs[1, 0], vecs[0, 0])) + # Skalierung: k_faktor (Statistik) * v_faktor (Optik) + a = k_faktor * np.sqrt(vals[0]) * v_faktor + b = k_faktor * np.sqrt(vals[1]) * v_faktor + + t = np.linspace(0, 2 * np.pi, 40) + e_x = a * np.cos(t) + e_y = b * np.sin(t) + R = np.array([[np.cos(np.radians(theta)), -np.sin(np.radians(theta))], + [np.sin(np.radians(theta)), np.cos(np.radians(theta))]]) + rot = np.dot(R, np.array([e_x, e_y])) + + fig.add_trace(go.Scatter( + x=rot[0, :] + pt['x'], y=rot[1, :] + pt['y'], + mode='lines', line=dict(color='red', width=1.5), + name=f"Ellipsen (Vergrößert {v_faktor}x)", + legendgroup="Ellipsen", + showlegend=(pt == pts_data[0]), # Nur einmal in der Legende zeigen + hoverinfo='skip' + )) + + # 4. Punkte + df_pts = pd.DataFrame(pts_data) + fig.add_trace(go.Scatter( + x=df_pts['x'], y=df_pts['y'], mode='markers+text', + text=df_pts['id'], textposition="top center", + marker=dict(size=8, color='black'), name="Netzpunkte" + )) + + # 5. Layout & Notebook-Größe + fig.update_layout( + title=f"Netzausgleichung: Ellipsen {v_faktor}-fach vergrößert (k={k_faktor})", + xaxis=dict(title="X [m]", tickformat="f", separatethousands=True, scaleanchor="y", scaleratio=1, showgrid=True, + gridcolor='lightgrey'), + yaxis=dict(title="Y [m]", tickformat="f", separatethousands=True, showgrid=True, gridcolor='lightgrey'), + width=1100, # Breite angepasst + height=900, # Höhe deutlich vergrößert für Jupiter Notebook + plot_bgcolor='white', + legend=dict(yanchor="top", y=0.99, xanchor="left", x=0.01, bgcolor="rgba(255,255,255,0.8)") + ) + + # Info-Annotation als Ersatz für einen physischen Maßstabstab + fig.add_annotation( + text=f"Maßstab Ellipsen:
Dargestellte Größe = Wahre Ellipse × {v_faktor}", + align='left', showarrow=False, xref='paper', yref='paper', x=0.02, y=0.05, + bgcolor="white", bordercolor="black", borderwidth=1) + + fig.show(config={'scrollZoom': True}) \ No newline at end of file diff --git a/Netzqualität_Zuverlässigkeit.py b/Netzqualität_Zuverlässigkeit.py index 56186b1..5250e1e 100644 --- a/Netzqualität_Zuverlässigkeit.py +++ b/Netzqualität_Zuverlässigkeit.py @@ -49,9 +49,8 @@ class Zuverlaessigkeit: interpretation = ( "Nullhypothese H₀ verworfen!\n" "Dies kann folgende Gründe haben:\n" - "→ Es befinden sich grobe Fehler im Datenmaterial.\n" - "→ Das funktionale Modell ist fehlerhaft.\n" - "→ Das stochastische Modell ist zu optimistisch." + "→ Es befinden sich grobe Fehler im Datenmaterial. Bitte Lokaltest durchführen und ggf. grobe Fehler im Datenmaterial entfernen.\n" + "→ Das stochastische Modell ist zu optimistisch. Bitte Gewichte überprüfen und ggf. anpassen." ) return { @@ -111,3 +110,107 @@ class Zuverlaessigkeit: "δ0": nzp, }) return Lokaltest_innere_Zuv + + + def aeussere_zuverlaessigkeit_EF_EP(Lokaltest, labels, Qxx, A, P, s0_apost, unbekannten_liste, x): + df = Lokaltest.copy() + labels = list(labels) + Qxx = np.asarray(Qxx, float) + A = np.asarray(A, float) + P = np.asarray(P, float) + x = np.asarray(x, float).reshape(-1) + ri = df["r_i"].astype(float).to_numpy() + GF = df["GF_i"].astype(float).to_numpy() + s_vi = df["s_vi"].astype(float).to_numpy() + GRZW = df["GRZW_i"].astype(float).to_numpy() + nzp = df["δ0"].astype(float).to_numpy() + n = A.shape[0] # Anzahl Beobachtungen + u = A.shape[1] # Anzahl Unbekannte + + # Einflussfaktor EF berechnen + EF = np.zeros(n, dtype=float) + + for i in range(n): + # 1) ∇l_i aufstellen + nabla_l = np.zeros((n, 1)) + nabla_l[i, 0] = GRZW[i] + + # 2) ∇x_i = Qxx * A^T * P * ∇l_i + nabla_x = Qxx @ (A.T @ (P @ nabla_l)) + + # 3) EF_i^2 = (∇x_i^T * Qxx^{-1} * ∇x_i) / s0^2 + Qxx_inv_nabla_x = np.linalg.solve(Qxx, nabla_x) # = Qxx^{-1} ∇x_i + #EF2 = float((nabla_x.T @ Qxx_inv_nabla_x) / (float(s0_apost) ** 2)).item() + EF2 = ((nabla_x.T @ Qxx_inv_nabla_x) / (float(s0_apost) ** 2)).item() + + EF[i] = np.sqrt(EF2) + + # Koordinaten-Dict aus x + coords = {} + j = 0 + while j < len(unbekannten_liste): + name = str(unbekannten_liste[j]) + if name.startswith("X"): + pn = name[1:] + coords[pn] = (x[j], x[j + 1], x[j + 2]) + j += 3 + else: + j += 1 + + # EP + Standpunkte + EP_m = np.full(len(labels), np.nan, dtype=float) + standpunkte = [""] * len(labels) + + for i, lbl in enumerate(labels): + parts = lbl.split("_") + sp = None + zp = None + + # Tachymeter: ID_SD_GRP_SP_ZP / ID_R_GRP_SP_ZP / ID_ZW_GRP_SP_ZP + if ("_SD_" in lbl) or ("_R_" in lbl) or ("_ZW_" in lbl): + if len(parts) >= 5: + sp = parts[3].strip() + zp = parts[4].strip() + + # GNSS: *_gnssbx_SP_ZP etc. + if ("gnss" in lbl) and (len(parts) >= 4): + sp = parts[-2].strip() + zp = parts[-1].strip() + + standpunkte[i] = sp if sp is not None else "" + one_minus_r = (1.0 - ri[i]) + + # SD + GNSS: direkt in m + if ("_SD_" in lbl) or ("gnss" in lbl): + EP_m[i] = one_minus_r * GF[i] + + # R / ZW: Winkel -> Streckenäquivalent über s + elif ("_R_" in lbl) or ("_ZW_" in lbl): + if sp and zp and (sp in coords) and (zp in coords): + X1, Y1, Z1 = coords[sp] + X2, Y2, Z2 = coords[zp] + s = float(np.sqrt((X2 - X1) ** 2 + (Y2 - Y1) ** 2 + (Z2 - Z1) ** 2)) + EP_m[i] = one_minus_r * ((GF[i]) * s) + + # SP am Standpunkt (2D) + diagQ = np.diag(Qxx) + SP_cache_mm = {} + + for sp in set([s for s in standpunkte if s]): + idx_x = [k for k, sym in enumerate(unbekannten_liste) if str(sym) == f"X{sp}"][0] + qx = diagQ[idx_x] + qy = diagQ[idx_x + 1] + SP_cache_mm[sp] = float(s0_apost) * np.sqrt(qx + qy) * 1000.0 + + SP_mm = np.array([SP_cache_mm.get(sp, np.nan) for sp in standpunkte], dtype=float) + + out = pd.DataFrame({ + "Beobachtung": labels, + "Stand-Pkt": standpunkte, + "EF": EF, + "EP [mm]": EP_m * 1000.0, + "SP [mm]": SP_mm, + "EF*SP [mm]": EF * SP_mm, + }) + return out + diff --git a/Parameterschaetzung.py b/Parameterschaetzung.py index 946f995..92e37e3 100644 --- a/Parameterschaetzung.py +++ b/Parameterschaetzung.py @@ -42,6 +42,7 @@ def ausgleichung_global(A, dl, Q_ext): "Q_xx": Q_xx, "Q_ll_dach": Q_ll_dach, "Q_vv": Q_vv, + "Q_ext": Q_ext, } return dict_ausgleichung, dx diff --git a/Stochastisches_Modell.py b/Stochastisches_Modell.py index 1d90149..5c08c84 100644 --- a/Stochastisches_Modell.py +++ b/Stochastisches_Modell.py @@ -1,7 +1,7 @@ import sympy as sp import numpy as np from dataclasses import dataclass, field -from typing import Dict, Tuple, Iterable +from typing import Dict, Tuple, Iterable, Any from Export import Export from Datenbank import Datenbankzugriff @@ -71,7 +71,7 @@ class StochastischesModell: # Q_ll[i, i] = q_ii #Diagonale # return Q_ll - def Qll_symbolisch(self, pfad_datenbank, liste_beobachtungen_symbolisch): + def Qll_symbolisch(self, pfad_datenbank: str, liste_beobachtungen_symbolisch: list) -> sp.Matrix: liste_standardabweichungen_symbole = [] liste_beobachtungen_symbolisch = [str(b) for b in liste_beobachtungen_symbolisch] liste_beobachtungen_symbolisch = [b for b in liste_beobachtungen_symbolisch if not b.startswith("lA_")] @@ -191,7 +191,7 @@ class StochastischesModell: Export.matrix_to_csv(r"Zwischenergebnisse\Qll_Symbolisch.csv", liste_beobachtungen_symbolisch, liste_beobachtungen_symbolisch, Qll, "Qll") return Qll - def Qll_numerisch(self, pfad_datenbank, Qll_Matrix_Symbolisch, liste_beobachtungen_symbolisch): + def Qll_numerisch(self, pfad_datenbank: str, Qll_Matrix_Symbolisch: sp.Matrix, liste_beobachtungen_symbolisch: list) -> np.Matrix: liste_beobachtungen_symbolisch = [str(b).strip() for b in liste_beobachtungen_symbolisch] liste_beobachtungen_symbolisch = [b for b in liste_beobachtungen_symbolisch if not b.startswith("lA_")] @@ -308,8 +308,34 @@ class StochastischesModell: raise ValueError( f"Qll_numerisch: Fehlende Substitutionen ({len(fehlend)}): {[str(s) for s in fehlend[:80]]}") - liste_werte = [substitutionen[s] for s in self.liste_symbole_lambdify] - Qll_numerisch = np.asarray(self.func_Qll_numerisch(*liste_werte), dtype=float) + #liste_werte = [substitutionen[s] for s in self.liste_symbole_lambdify] + #Qll_numerisch = np.asarray(self.func_Qll_numerisch(*liste_werte), dtype=float) + + rows = int(Qll_Matrix_Symbolisch.rows) + cols = int(Qll_Matrix_Symbolisch.cols) + + Qll_numerisch = np.zeros((rows, cols), dtype=float) + + for i in range(rows): + for j in range(cols): + eintrag = Qll_Matrix_Symbolisch[i, j] + if eintrag == 0: + continue + try: + if hasattr(eintrag, "is_zero") and (eintrag.is_zero is True): + continue + except Exception: + pass + + eintrag_num = eintrag.xreplace(substitutionen) + + if hasattr(eintrag_num, "free_symbols") and len(eintrag_num.free_symbols) > 0: + rest = sorted(list(eintrag_num.free_symbols), key=lambda s: str(s)) + raise ValueError( + f"Qll_numerisch: Eintrag [{i},{j}] bleibt symbolisch. Rest-Symbole: {[str(s) for s in rest[:20]]}" + ) + + Qll_numerisch[i, j] = float(eintrag_num) Export.matrix_to_csv( r"Zwischenergebnisse\Qll_Numerisch.csv", @@ -321,7 +347,7 @@ class StochastischesModell: return Qll_numerisch - def QAA_symbolisch(self, liste_beobachtungen_symbolisch): + def QAA_symbolisch(self, liste_beobachtungen_symbolisch: list) -> np.Matrix: liste_standardabweichungen_symbole = [] liste_beobachtungen_symbolisch = [str(b) for b in liste_beobachtungen_symbolisch] liste_beobachtungen_symbolisch = [b for b in liste_beobachtungen_symbolisch if b.startswith("lA_")] @@ -341,7 +367,7 @@ class StochastischesModell: Export.matrix_to_csv(r"Zwischenergebnisse\QAA_Symbolisch.csv", liste_beobachtungen_symbolisch, liste_beobachtungen_symbolisch, Qll, "Qll") return Qll - def QAA_numerisch(self, pfad_datenbank, QAA_Matrix_Symbolisch, liste_beobachtungen_symbolisch): + def QAA_numerisch(self, pfad_datenbank: str, QAA_Matrix_Symbolisch: sp.Matrix, liste_beobachtungen_symbolisch: list) -> np.Matrix: liste_beobachtungen_symbolisch = [str(b).strip() for b in liste_beobachtungen_symbolisch] liste_beobachtungen_symbolisch = [b for b in liste_beobachtungen_symbolisch if b.startswith("lA_")]