diff --git a/Campusnetz.ipynb b/Campusnetz.ipynb index 170d270..68f4bd1 100644 --- a/Campusnetz.ipynb +++ b/Campusnetz.ipynb @@ -5,8 +5,8 @@ "id": "2bc687b1b4adb7bd", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.790544Z", - "start_time": "2026-01-23T19:50:15.120533Z" + "end_time": "2026-01-30T14:57:45.016203Z", + "start_time": "2026-01-30T14:57:38.525392Z" } }, "source": [ @@ -41,15 +41,14 @@ "id": "4f7efd7ba6ec18f9", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.806833Z", - "start_time": "2026-01-23T19:50:16.803196Z" + "end_time": "2026-01-30T14:57:45.051728Z", + "start_time": "2026-01-30T14:57:45.046044Z" } }, "source": [ "# Hier werden allgemeine Einstellungen für die Ausgleichung vorgenommen\n", "\n", - "datumfestlegung = \"weiche Lagerung\"\n", - "#datumfestlegung = \"freie Netzausgleichung\"" + "datumfestlegung = \"weiche Lagerung\"" ], "outputs": [], "execution_count": 2 @@ -59,8 +58,8 @@ "id": "57fcd841405b7866", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.862055Z", - "start_time": "2026-01-23T19:50:16.815039Z" + "end_time": "2026-01-30T14:57:45.081662Z", + "start_time": "2026-01-30T14:57:45.069688Z" } }, "source": [ @@ -82,8 +81,8 @@ "id": "6ecde908841d1212", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.887719Z", - "start_time": "2026-01-23T19:50:16.869357Z" + "end_time": "2026-01-30T14:57:45.125335Z", + "start_time": "2026-01-30T14:57:45.112861Z" } }, "source": [ @@ -96,7 +95,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Der Import der Näherungskoordinaten wurde erfolgreich abgeschlossen\n" + "Der Import wurde abgebrochen, weil mindestens ein Teil der Punktnummern aus der Datei Daten\\campsnetz_koordinaten_plus_nachmessungen.csv bereits in der Datenbank vorhanden ist. Bitte in der Datei ändern und Import wiederholen.\n" ] } ], @@ -107,8 +106,8 @@ "id": "b28afe0c64aa59d6", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.917616Z", - "start_time": "2026-01-23T19:50:16.897839Z" + "end_time": "2026-01-30T14:57:45.215578Z", + "start_time": "2026-01-30T14:57:45.196604Z" } }, "source": [ @@ -117,7 +116,7 @@ "\n", "pfad_koordinaten_gnss = r\"Daten\\Koordinaten_ohne0648und10002.csv\"\n", "# X, Y, Z der SAPOS-Stationen\n", - "genauigkeit_sapos_referenzstationen = [0.01, 0.01, 0.016]\n", + "genauigkeit_sapos_referenzstationen = [0.005, 0.005, 0.008]\n", "\n", "imp.import_koordinaten_gnss(pfad_koordinaten_gnss, genauigkeit_sapos_referenzstationen)\n" ], @@ -135,13 +134,50 @@ ], "execution_count": 5 }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-30T14:57:45.307342Z", + "start_time": "2026-01-30T14:57:45.289620Z" + } + }, + "cell_type": "code", + "source": [ + "# Instrumente in der Datenbank anlegen\n", + "# Besonderheit GNSS-Empfänger: Bitte alle GNSS-Empfänger als ein Instrument einfügen!\n", + "importlib.reload(Datenbank)\n", + "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", + "\n", + "db_zugriff.get_instrument_liste(\"Tachymeter\")\n", + "db_zugriff.set_instrument(\"Tachymeter\", \"Trimble S9\", [\"Tachymeter_Streckenbeobachtungen\", \"Tachymeter_Richtungsbeobachtungen\", \"Tachymeter_Zenitwinkelbeobachtungen\"])\n", + "db_zugriff.set_instrument(\"Nivellier\", \"Trimble DiNi 0.3\", [\"Nivellier_Hoehendifferenzbeobachtungen\"])\n", + "db_zugriff.get_instrument_liste(\"Tachymeter\")\n", + "db_zugriff.set_instrument(\"GNSS\", \"GNSS-Rover\", [\"GNSS-Rover_Basislinienbeobachtungen\"])" + ], + "id": "75d9d9edbbbc7bb7", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Das Instrument Trimble S9 ist bereits in der Datenbank vorhanden.\n", + "Es hat die ID 1\n", + "Das Instrument Trimble DiNi 0.3 ist bereits in der Datenbank vorhanden.\n", + "Es hat die ID 3\n", + "Das Instrument GNSS-Rover ist bereits in der Datenbank vorhanden.\n", + "Es hat die ID 4\n" + ] + } + ], + "execution_count": 6 + }, { "cell_type": "code", "id": "2d8a0533726304a8", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.950253Z", - "start_time": "2026-01-23T19:50:16.926967Z" + "end_time": "2026-01-30T14:57:45.385520Z", + "start_time": "2026-01-30T14:57:45.376338Z" } }, "source": [ @@ -152,26 +188,26 @@ "\n", "pfad_basislinien_gnss = r\"Daten\\Basislinien_ohne0648und10002.asc.txt\"\n", "\n", - "imp.import_basislinien_gnss(pfad_basislinien_gnss)" + "imp.import_basislinien_gnss(pfad_basislinien_gnss, 4)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Der Import der Datei Daten\\Basislinien_ohne0648und10002.asc.txt wurde erfolgreich abgeschlossen.\n" + "Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei Daten\\Basislinien_ohne0648und10002.asc.txt bereits in der Datenbank vorhanden sind.\n" ] } ], - "execution_count": 6 + "execution_count": 7 }, { "cell_type": "code", "id": "ed9be38e35cfc619", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:16.979800Z", - "start_time": "2026-01-23T19:50:16.956654Z" + "end_time": "2026-01-30T14:57:45.471067Z", + "start_time": "2026-01-30T14:57:45.460005Z" } }, "source": [ @@ -197,15 +233,15 @@ "db_zugriff.set_datumskoordinaten_to_neupunkte(liste_koordinaten_x, liste_koordinaten_y, liste_koordinaten_z, liste_koordinaten_x_y_z)" ], "outputs": [], - "execution_count": 7 + "execution_count": 8 }, { "cell_type": "code", "id": "2d2156381d974d94", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:19.848242Z", - "start_time": "2026-01-23T19:50:16.988450Z" + "end_time": "2026-01-30T14:58:13.038960Z", + "start_time": "2026-01-30T14:57:45.484921Z" } }, "source": [ @@ -229,100 +265,116 @@ "name": "stdout", "output_type": "stream", "text": [ - "Anzahl gemeinsame Punkte: 9\n", + "Anzahl gemeinsame Punkte: 68\n", "\n", "Erste Zielpunkte:\n", "10001 [3794901.5252, 546745.559, 5080065.7672]\n", - "10008 [3794783.8568, 546746.6344, 5080152.7393]\n", - "10014 [3794838.7449, 546812.3649, 5080105.1973]\n", - "10026 [3794753.8595, 546827.4296, 5080167.0938]\n", - "10028 [3794889.7348, 546908.7636, 5080056.9381]\n", + "10002 [3794867.0109816487, 546729.6174658156, 5080092.6947996225]\n", + "10003 [3794841.0612921803, 546735.11993208, 5080111.5567946145]\n", + "10004 [3794803.46880898, 546714.1453612195, 5080141.394394007]\n", + "10005 [3794793.850470842, 546722.3254249432, 5080147.94195277]\n", "\n", "Erste Ausgangspunkte:\n", "10001 [833.9439, 1978.3737, 99.8946]\n", - "10008 [979.7022, 1991.401, 99.732]\n", - "10014 [913.9706, 1918.7731, 99.8872]\n", - "10026 [1020.0059, 1913.8703, 100.3059]\n", - "10028 [853.9608, 1815.7417, 99.7793]\n", - "min/mean/max: 0.9986498495467658 0.9999392670797006 1.0004164038548047\n", - "R ist Orthonormal!\n", + "10002 [875.9684, 1998.5174, 99.5867]\n", + "10003 [908.4312, 1996.1248, 99.7403]\n", + "10004 [954.1536, 2021.6822, 99.4916]\n", + "10005 [966.5154, 2014.6496, 99.72]\n", + "min/mean/max: 0.9960619431293035 0.9999287237248373 1.0007062173329166\n", + "R ist nicht Orthonormal!\n", "Iteration Nr.1 abgeschlossen\n", - "Matrix([[-6.76], [7.55], [6.58], [-0.0290], [-0.307], [0.0134], [0.234]])\n", + "Matrix([[-6.99], [4.44], [6.49], [-0.0305], [-0.308], [0.0135], [0.236]])\n", "Iteration Nr.2 abgeschlossen\n", - "Matrix([[6.15], [-7.61], [-7.09], [0.0289], [-0.00505], [-0.0136], [0.00365]])\n", + "Matrix([[5.84], [-4.06], [-6.71], [0.0304], [-0.00440], [-0.0138], [0.00249]])\n", "Iteration Nr.3 abgeschlossen\n", - "Matrix([[-0.0243], [0.0707], [0.0244], [3.93e-5], [0.000178], [0.000391], [-0.000178]])\n", + "Matrix([[-0.0350], [0.0562], [0.0303], [2.67e-5], [0.000158], [0.000424], [-0.000137]])\n", "Iteration Nr.4 abgeschlossen\n", - "Matrix([[-0.000135], [3.88e-5], [-0.000108], [4.32e-8], [-9.51e-9], [1.05e-7], [-4.78e-8]])\n", + "Matrix([[-6.46e-5], [4.54e-5], [-1.66e-6], [3.28e-8], [2.01e-8], [2.55e-8], [-6.23e-8]])\n", "Iteration Nr.5 abgeschlossen\n", - "Matrix([[-2.12e-8], [-2.01e-9], [-2.31e-8], [1.55e-13], [-3.26e-12], [3.39e-11], [6.52e-12]])\n", - "Iteration Nr.6 abgeschlossen\n", - "Matrix([[-1.58e-10], [1.28e-10], [-1.48e-10], [-1.30e-13], [8.21e-13], [9.65e-13], [4.70e-14]])\n", - "Matrix([[3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6]])\n", - "Matrix([[3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6]])\n", + "Matrix([[-7.20e-10], [2.23e-10], [-2.60e-10], [5.97e-14], [2.51e-14], [8.41e-13], [-1.18e-13]])\n", + "Matrix([[3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], 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[5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6], [3.79e+6], [5.47e+5], [5.08e+6]])\n", "x = Matrix([[3.80e+6], [5.49e+5], [5.08e+6], [1.00], [-0.156], [0.627], [3.26]])\n", "\n", "l_berechnet_final:\n", "10001: 3794901.521, 546745.584, 5080065.755\n", + "10002: 3794867.011, 546729.617, 5080092.695\n", + "10003: 3794841.061, 546735.120, 5080111.557\n", + "10004: 3794803.469, 546714.145, 5080141.394\n", + "10005: 3794793.850, 546722.325, 5080147.942\n", + "10006: 3794766.364, 546707.643, 5080169.743\n", + "10007: 3794831.055, 546758.730, 5080116.675\n", "10008: 3794783.870, 546746.646, 5080152.758\n", + "10009: 3794767.479, 546740.091, 5080165.961\n", + "10010: 3794758.643, 546767.670, 5080169.471\n", + "10011: 3794894.930, 546833.119, 5080061.164\n", + "10012: 3794853.608, 546805.240, 5080094.900\n", + "10013: 3794849.615, 546826.872, 5080095.440\n", "10014: 3794838.746, 546812.367, 5080105.181\n", + "10015: 3794839.472, 546793.520, 5080106.782\n", + "10016: 3794826.666, 546788.731, 5080116.878\n", + "10017: 3794825.022, 546831.703, 5080113.383\n", + "10018: 3794762.253, 546797.694, 5080163.986\n", + "10019: 3794800.100, 546833.327, 5080131.731\n", + "10020: 3794782.615, 546834.473, 5080145.041\n", + "10021: 3794776.034, 546833.743, 5080150.018\n", + "10022: 3794778.341, 546841.753, 5080147.280\n", + "10023: 3794780.799, 546848.104, 5080144.929\n", + "10024: 3794772.819, 546857.098, 5080149.838\n", + "10025: 3794774.211, 546871.813, 5080147.362\n", "10026: 3794753.858, 546827.445, 5080167.092\n", + "10027: 3794757.593, 546874.333, 5080159.319\n", "10028: 3794889.671, 546908.764, 5080056.920\n", + "10029: 3794845.029, 546914.918, 5080089.105\n", + "10030: 3794845.357, 546901.029, 5080090.362\n", + "10031: 3794821.763, 546877.550, 5080110.752\n", + "10032: 3794807.851, 546888.488, 5080119.750\n", + "10033: 3794800.019, 546874.654, 5080127.209\n", + "10034: 3794886.107, 546965.700, 5080053.411\n", + "10035: 3794845.950, 546961.514, 5080084.091\n", + "10036: 3794815.055, 546969.597, 5080106.065\n", "10037: 3794800.626, 546960.749, 5080117.709\n", + "10038: 3794806.325, 546929.732, 5080116.901\n", + "10039: 3794804.164, 546914.733, 5080120.142\n", + "10040: 3794780.721, 546956.425, 5080133.161\n", + "10041: 3794778.154, 546925.879, 5080138.723\n", + "10042: 3794758.957, 546937.061, 5080151.609\n", + "10043: 3794747.274, 546919.151, 5080162.149\n", "10044: 3794752.686, 546958.324, 5080154.237\n", + "10045: 3794881.901, 547019.784, 5080050.718\n", + "10046: 3794846.580, 547012.997, 5080077.441\n", + "10047: 3794831.534, 547018.239, 5080088.124\n", + "10048: 3794809.105, 547017.302, 5080105.013\n", + "10049: 3794786.888, 547021.076, 5080121.441\n", + "10050: 3794766.769, 547012.526, 5080137.481\n", + "10051: 3794767.056, 546988.699, 5080139.995\n", + "10052: 3794743.624, 546984.416, 5080157.827\n", + "10053: 3794748.143, 547017.574, 5080150.924\n", "10054: 3794889.163, 547086.949, 5080038.116\n", + "10055: 3794838.849, 547081.903, 5080075.695\n", + "10056: 3794825.037, 547094.810, 5080084.484\n", + "10057: 3794800.815, 547078.670, 5080104.567\n", + "10058: 3794766.103, 547091.752, 5080129.113\n", "10059: 3794736.830, 547079.447, 5080152.362\n", + "666: 3794868.128, 547082.279, 5080054.295\n", + "812: 3794850.535, 547010.934, 5080075.089\n", + "816: 3794817.790, 547004.825, 5080100.040\n", + "FH11: 3794853.321, 546973.225, 5080077.224\n", + "FH13: 3794832.559, 546754.704, 5080116.651\n", + "FH14: 3794853.863, 546972.809, 5080076.935\n", + "FH15: 3794794.213, 546870.696, 5080132.914\n", + "FH3: 3794810.977, 547013.441, 5080105.068\n", + "FH4: 3794773.597, 546985.341, 5080135.930\n", "Streckendifferenzen:\n", - "[0.027793, 0.025879, 0.016527, 0.01604, 0.066139, 0.07164, 0.025138, 0.125881, 0.142477]\n", + "[0.027793, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.025879, 0.0, 0.0, 0.0, 0.0, 0.0, 0.016527, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01604, 0.0, 0.066139, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.07164, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.025138, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.125881, 0.0, 0.0, 0.0, 0.0, 0.142477, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]\n", "\n", "Differenz Schwerpunkt (Vektor):\n", - "Matrix([[3.10e-10], [1.16e-10], [1.03e-10]])\n", + "Matrix([[-2.59e-10], [6.85e-12], [-2.32e-10]])\n", "Betrag der Schwerpunkt-Differenz:\n", "0.000m\n" ] } ], - "execution_count": 8 - }, - { - "cell_type": "code", - "id": "bb4c738edcf9ac6f", - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-23T19:50:20.009758Z", - "start_time": "2026-01-23T19:50:19.977754Z" - } - }, - "source": [ - "# Instrumente in der Datenbank anlegen\n", - "importlib.reload(Datenbank)\n", - "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", - "\n", - "db_zugriff.get_instrument_liste(\"Tachymeter\")\n", - "db_zugriff.set_instrument(\"Tachymeter\", \"Trimble S9\")\n", - "db_zugriff.set_instrument(\"Nivellier\", \"Trimble DiNi 0.3\")\n", - "db_zugriff.get_instrument_liste(\"Tachymeter\")" - ], - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Das Instrument Trimble S9 wurde erfolgreich hinzugefügt.\n", - "Das Instrument Trimble DiNi 0.3 wurde erfolgreich hinzugefügt.\n" - ] - }, - { - "data": { - "text/plain": [ - "[(1, 'Tachymeter', 'Trimble S9')]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], "execution_count": 9 }, { @@ -330,8 +382,8 @@ "id": "c2db29680c53f8c4", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:20.141954Z", - "start_time": "2026-01-23T19:50:20.087728Z" + "end_time": "2026-01-30T14:58:13.209756Z", + "start_time": "2026-01-30T14:58:13.196705Z" } }, "source": [ @@ -347,17 +399,17 @@ "db_zugriff.set_genauigkeiten(1, \"Tachymeter_Richtung\", 0.15)\n", "db_zugriff.set_genauigkeiten(1, \"Tachymeter_Strecke\", 0.8, 1)\n", "db_zugriff.set_genauigkeiten(1, \"Tachymeter_Zenitwinkel\", 0.15)\n", - "db_zugriff.set_genauigkeiten(2, \"Geometrisches_Nivellement\", 0.1, 0.3)" + "db_zugriff.set_genauigkeiten(3, \"Geometrisches_Nivellement\", 0.1, 0.3)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Die Genauigkeitsangabe für die Beobachtungsart Tachymeter_Richtung des Instrumentes Trimble S9 wurde erfolgreich hinzugefügt.\n", - "Die Genauigkeitsangabe für die Beobachtungsart Tachymeter_Strecke des Instrumentes Trimble S9 wurde erfolgreich hinzugefügt.\n", - "Die Genauigkeitsangabe für die Beobachtungsart Tachymeter_Zenitwinkel des Instrumentes Trimble S9 wurde erfolgreich hinzugefügt.\n", - "Die Genauigkeitsangabe für die Beobachtungsart Geometrisches_Nivellement des Instrumentes Trimble DiNi 0.3 wurde erfolgreich hinzugefügt.\n" + "Die Genauigkeitsangabe ist bereits in der Datenbank vorhanden.\n", + "Die Genauigkeitsangabe ist bereits in der Datenbank vorhanden.\n", + "Die Genauigkeitsangabe ist bereits in der Datenbank vorhanden.\n", + "Die Genauigkeitsangabe ist bereits in der Datenbank vorhanden.\n" ] } ], @@ -366,8 +418,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:20.392472Z", - "start_time": "2026-01-23T19:50:20.162057Z" + "end_time": "2026-01-30T14:58:13.513911Z", + "start_time": "2026-01-30T14:58:13.243393Z" } }, "cell_type": "code", @@ -377,9 +429,9 @@ "importlib.reload(Import)\n", "imp = Import.Import(pfad_datenbank)\n", "\n", - "pfad_datei_csv = r\"C:\\Users\\fabia\\Desktop\\Masterprojekt_V3\\Daten\\campsnetz_beobachtungen_plus_nachmessungen.csv\"\n", - "pfad_datei_jxl = r\"C:\\Users\\fabia\\Desktop\\Masterprojekt_V3\\Daten\\campusnetz_bereinigt_plus_nachmessung_neu.jxl\"\n", - "pfad_datei_csv_out = r\"C:\\Users\\fabia\\Desktop\\Masterprojekt_V3\\Daten\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv\"\n", + "pfad_datei_csv = r\"C:\\Users\\miche\\PycharmProjects\\Masterprojekt_V3\\Daten\\campsnetz_beobachtungen_plus_nachmessungen.csv\"\n", + "pfad_datei_jxl = r\"C:\\Users\\miche\\PycharmProjects\\Masterprojekt_V3\\Daten\\campusnetz_bereinigt_plus_nachmessung_neu.jxl\"\n", + "pfad_datei_csv_out = r\"C:\\Users\\miche\\PycharmProjects\\Masterprojekt_V3\\Daten\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv\"\n", "\n", "imp.korrigiere_beobachtungen_tachymeter_csv_mit_jxl(pfad_datei_csv, pfad_datei_jxl, pfad_datei_csv_out)" ], @@ -389,7 +441,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Korrektur erfolgreich abgeschlossen. Ausgabe: C:\\Users\\fabia\\Desktop\\Masterprojekt_V3\\Daten\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv\n", + "Korrektur erfolgreich abgeschlossen. Ausgabe: C:\\Users\\miche\\PycharmProjects\\Masterprojekt_V3\\Daten\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv\n", "Ersetzungen (Rundung -> JXL volle Nachkommastellen): {'Hz': 1639, 'Z': 1838, 'SD': 747}\n", "\n", "--- Fehlende IH ---\n", @@ -410,7 +462,7 @@ " 'liste_zeilen_ohne_IH': [],\n", " 'liste_zeilen_ohne_ZH': [],\n", " 'liste_zeilen_standpunkt_nicht_in_jxl': [],\n", - " 'pfad_datei_csv_out': 'C:\\\\Users\\\\fabia\\\\Desktop\\\\Masterprojekt_V3\\\\Daten\\\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv'}" + " 'pfad_datei_csv_out': 'C:\\\\Users\\\\miche\\\\PycharmProjects\\\\Masterprojekt_V3\\\\Daten\\\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv'}" ] }, "execution_count": 11, @@ -425,8 +477,8 @@ "id": "3d074282dffbbfd0", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:20.461033Z", - "start_time": "2026-01-23T19:50:20.407192Z" + "end_time": "2026-01-30T14:58:13.587518Z", + "start_time": "2026-01-30T14:58:13.575941Z" } }, "source": [ @@ -446,7 +498,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Der Import der Datei Daten\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv wurde erfolgreich abgeschlossen.\n" + "Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei Daten\\campsnetz_beobachtungen_plus_nachmessungen_korrigiert.csv bereits in der Datenbank vorhanden sind.\n" ] } ], @@ -457,8 +509,8 @@ "id": "1f61a51b2a7366e7", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:50:20.530388Z", - "start_time": "2026-01-23T19:50:20.477722Z" + "end_time": "2026-01-30T14:58:13.630485Z", + "start_time": "2026-01-30T14:58:13.618799Z" } }, "source": [ @@ -466,36 +518,23 @@ "\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", + "dict_punkthoehen_naeherung_niv, liste_punkte_in_db = imp.vorbereitung_import_beobachtungen_nivellement_naeherung_punkthoehen(r\"Daten\\Niv_bereinigt.DAT.csv\", 3)\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)" + "imp.import_beobachtungen_nivellement_RVVR(r\"Daten\\Niv_bereinigt.DAT.csv\", 3)" ], "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" + "Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei Daten\\Niv_bereinigt.DAT.csv bereits in der Datenbank vorhanden sind.\n", + "Der Import der Nivellementbeobachtungen wurde abgebrochen.\n", + "Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei Daten\\Niv_bereinigt.DAT.csv bereits in der Datenbank vorhanden sind.\n" ] - }, - { - "data": { - "text/plain": [ - "'Die Beobachtungen aus der Datei Daten\\\\Niv_bereinigt.DAT.csv wurden erfolgreich importiert.'" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" } ], "execution_count": 13 @@ -505,8 +544,8 @@ "id": "3ef1aade29f46eee", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T19:52:06.838211Z", - "start_time": "2026-01-23T19:50:20.551890Z" + "end_time": "2026-01-30T16:07:26.250587Z", + "start_time": "2026-01-30T16:06:24.577687Z" } }, "source": [ @@ -533,20 +572,20 @@ "Qll_matrix_symbolisch = stoch_modell.Qll_symbolisch(pfad_datenbank, Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", "\n", "if datumfestlegung == \"weiche Lagerung\":\n", - " QAA_matrix_symbolisch = stoch_modell.QAA_symbolisch(Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", + " QAA_matrix_symbolisch = stoch_modell.QAA_symbolisch(Jacobimatrix_symbolisch_liste_beobachtungsvektor, pfad_datenbank)\n", "\n", "unbekanntenvektor_symbolisch = (fm.unbekanntenvektor_symbolisch(Jacobimatrix_symbolisch_liste_unbekannte))\n" ], "outputs": [], - "execution_count": 14 + "execution_count": 51 }, { "cell_type": "code", "id": "d262fab8404bf542", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:31.514409Z", - "start_time": "2026-01-23T19:53:39.256182Z" + "end_time": "2026-01-30T16:16:29.973469Z", + "start_time": "2026-01-30T16:07:26.251821Z" } }, "source": [ @@ -557,55 +596,37 @@ "import Funktionales_Modell\n", "import Koordinatentransformationen\n", "import Parameterschaetzung\n", - "#import Netzqualität_Zuverlässigkeit\n", "import Netzqualität_Genauigkeit\n", + "import Datumsfestlegung\n", "\n", "importlib.reload(Export)\n", "importlib.reload(Stochastisches_Modell)\n", "importlib.reload(Funktionales_Modell)\n", "importlib.reload(Koordinatentransformationen)\n", "importlib.reload(Parameterschaetzung)\n", - "#importlib.reload(Netzqualität_Zuverlässigkeit)\n", "importlib.reload(Netzqualität_Genauigkeit)\n", + "importlib.reload(Datumsfestlegung)\n", "\n", "n_beob = len(Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", "stoch_modell = Stochastisches_Modell.StochastischesModell(n_beob=n_beob)\n", - "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b, pfad_tif_quasigeoidundolation)\n", - "from Export import Export\n", - "\n", - "\n", - "\n", "\n", + "from Export import Export as Exporter\n", "\n", "fm = Funktionales_Modell.FunktionalesModell(pfad_datenbank, a, b, pfad_tif_quasigeoidundolation)\n", "\n", - "\n", "import numpy as np\n", "import sympy as sp\n", "\n", - "bad = []\n", - "for sym in Jacobimatrix_symbolisch_liste_unbekannte:\n", - " name = str(sym)\n", - " if name.startswith((\"X\", \"Y\", \"Z\")):\n", - " v = fm.substitutionen_dict.get(sp.Symbol(name), None)\n", + "# Überprüfung auf bereits erfolgt Varianzkomponentenschätzung\n", + "varianzkomponentenschaetzung_erfolgt = False\n", "\n", - " if v is None:\n", - " bad.append((name, None))\n", - " else:\n", - " try:\n", - " vf = float(v)\n", - " if not np.isfinite(vf):\n", - " bad.append((name, v))\n", - " except Exception:\n", - " bad.append((name, v))\n", - "\n", - "print(\"Anzahl bad XYZ =\", len(bad))\n", - "for i in range(min(30, len(bad))):\n", - " print(\" \", bad[i])\n", - "\n", - "if bad:\n", - " raise ValueError(\"Näherungskoordinaten enthalten None/NaN/ungültige Werte -> DB 'naeherung_us' prüfen/neu initialisieren.\")\n", + "liste_varianzkomponentenschaetzung = db_zugriff.get_varianzkomponentenschaetzung()\n", + "for varianzkomponente in liste_varianzkomponentenschaetzung:\n", + " if varianzkomponente[3] != 1:\n", + " varianzkomponentenschaetzung_erfolgt = True\n", "\n", + "dict_indizes_beobachtungsgruppen = Datumsfestlegung.Datumsfestlegung.indizes_beobachtungsvektor_nach_beobachtungsgruppe(\n", + " Jacobimatrix_symbolisch_liste_beobachtungsvektor)\n", "\n", "def first_bad(name, M, labels=None):\n", " M = np.asarray(M, float)\n", @@ -631,37 +652,78 @@ "def sub(symname):\n", " return fm.substitutionen_dict.get(sp.Symbol(symname), None)\n", "\n", - "def stats(mask, name):\n", - " v = sig[mask]\n", - " if v.size == 0:\n", - " print(name, \"n=0 -> skip\")\n", - " return\n", - " print(name, \"n=\", v.size,\n", - " \"min=\", float(np.min(v)),\n", - " \"med=\", float(np.median(v)),\n", - " \"max=\", float(np.max(v)))\n", - "\n", - "\n", - "\n", - "# 1) Maximale Anzahl Iterationen und Abbruchkriterium festlegen\n", - "max_iter = 20\n", - "tol = 1e-4\n", - "\n", - "history = []\n", - "\n", "x = fm.unbekanntenvektor_numerisch(\n", " Jacobimatrix_symbolisch_liste_unbekannte,\n", " unbekanntenvektor_symbolisch\n", ")\n", + "labels = [str(s).strip() for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", + "mask_lA = np.array([l.startswith(\"lA_\") for l in labels])\n", + "idx_ll = np.where(~mask_lA)[0]\n", + "idx_AA = np.where(mask_lA)[0]\n", + "perm = np.concatenate([idx_ll, idx_AA])\n", + "perm_is_identity = np.all(perm == np.arange(len(labels)))\n", + "labels_perm = [labels[i] for i in perm]\n", "\n", - "mask_lA = np.array([str(s).startswith(\"lA_\") for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor])\n", - "lA_prior = None\n", + "# l einmalig\n", + "beobachtungsvektor_numerisch = np.asarray(\n", + " fm.beobachtungsvektor_numerisch(Jacobimatrix_symbolisch_liste_beobachtungsvektor),\n", + " float\n", + ").reshape(-1, 1)\n", + "\n", + "lA_prior = beobachtungsvektor_numerisch[mask_lA].copy() if datumfestlegung == \"weiche Lagerung\" else None\n", + "if datumfestlegung == \"weiche Lagerung\":\n", + " beobachtungsvektor_numerisch[mask_lA] = lA_prior\n", + "\n", + "# Qll einmalig\n", + "Qll_matrix_numerisch = stoch_modell.Qll_numerisch(\n", + " pfad_datenbank,\n", + " Qll_matrix_symbolisch,\n", + " Jacobimatrix_symbolisch_liste_beobachtungsvektor\n", + ")\n", + "\n", + "# Q_ext einmalig (nur bei weicher Lagerung)\n", + "if datumfestlegung == \"weiche Lagerung\":\n", + " QAA_matrix_numerisch = stoch_modell.QAA_numerisch(\n", + " pfad_datenbank,\n", + " QAA_matrix_symbolisch,\n", + " Jacobimatrix_symbolisch_liste_beobachtungsvektor\n", + " )\n", + " sig_AA = np.sqrt(np.diag(np.asarray(QAA_matrix_numerisch, float)))\n", + " print(\"sigma(QAA) min/med/max =\", float(np.min(sig_AA)), float(np.median(sig_AA)), float(np.max(sig_AA)))\n", + "\n", + " Q_ext, P = Datumsfestlegung.Datumsfestlegung.weiches_datum(Qll_matrix_numerisch, QAA_matrix_numerisch, varianzkomponentenschaetzung_erfolgt, dict_indizes_beobachtungsgruppen)\n", + "\n", + " # Sanity: Q_ext muss in LL+AA Reihenfolge sein ODER deine Beobachtungen müssen bereits so sortiert sein\n", + " if Q_ext.shape[0] != len(labels_perm):\n", + " raise ValueError(f\"Q_ext shape {Q_ext.shape} passt nicht zu Anzahl Beobachtungen {len(labels_perm)}\")\n", + "\n", + "\n", + "A_prev = None\n", + "l0_prev = None\n", + "l_ref = beobachtungsvektor_numerisch.copy()\n", + "\n", + "# ------------------------------------------------------------\n", + "# Konvergenz/Abbruch (nur XYZ, nicht Orientierungen etc.)\n", + "# ------------------------------------------------------------\n", + "tol_dx_min = 5e-4 # 0.5 mm Untergrenze (verhindert \"zu kleine\" tol)\n", + "tol_dx_abs = 1e-3 # 1.0 mm Standard (robust, auch ohne sigmaP)\n", + "tol_dx_rel = 0.01 # 1 % der typischen 3D-Punktgenauigkeit (optional)\n", + "tol_stag = 1e-10 # Stagnation: Änderung in max|dx_xyz| ist nur noch numerisch\n", + "stag_max = 3\n", + "\n", + "prev_max_dx_xyz = None\n", + "stag_count = 0\n", + "\n", + "max_iter = 20\n", "\n", "for iteration in range(max_iter):\n", " print(\"\\n\" + \"=\"*60)\n", " print(f\"ITERATION {iteration}\")\n", "\n", + " print(\"max|Δl| =\", float(np.max(np.abs(beobachtungsvektor_numerisch - l_ref))))\n", + "\n", " print(\" -> berechne A(x_k)\")\n", + "\n", " A_matrix_numerisch_iteration0 = fm.jacobi_matrix_zahlen_iteration_0(\n", " Jacobimatrix_symbolisch,\n", " \"naeherung_us\",\n", @@ -670,6 +732,11 @@ " iteration\n", " )\n", "\n", + " if datumfestlegung == \"weiche Lagerung\":\n", + " beobachtungsvektor_numerisch[mask_lA] = lA_prior\n", + "\n", + " print(\" -> berechne l0(x_k)\")\n", + "\n", " labels = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", " A = np.asarray(A_matrix_numerisch_iteration0, float)\n", "\n", @@ -688,7 +755,6 @@ " print(\" \", i, labels[i], \"A=\", float(col[i]))\n", "\n", "\n", - "\n", " labels = [str(s).strip() for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", " unk = [str(s).strip() for s in Jacobimatrix_symbolisch_liste_unbekannte]\n", "\n", @@ -709,7 +775,6 @@ " for row in check[:10]:\n", " print(row)\n", "\n", - "\n", " for pn in [\"10009\", \"10006\"]:\n", " for c in [\"X\", \"Y\", \"Z\"]:\n", " v = val(f\"{c}{pn}\")\n", @@ -722,18 +787,9 @@ " s0 = np.sqrt((Xzp-Xsp)**2 + (Yzp-Ysp)**2 + (Zzp-Zsp)**2)\n", " print(\"s0(10009-10006) =\", s0, \"| finite:\", np.isfinite(s0))\n", "\n", - "\n", - " beobachtungsvektor_numerisch = fm.beobachtungsvektor_numerisch(\n", - " Jacobimatrix_symbolisch_liste_beobachtungsvektor\n", - " )\n", - " beobachtungsvektor_numerisch = np.asarray(beobachtungsvektor_numerisch, float).reshape(-1, 1)\n", - "\n", " # weiche Lagerung: lA-Beobachtungen fix halten (sonst dl=0 und keine Wirkung)\n", " if datumfestlegung == \"weiche Lagerung\":\n", - " if lA_prior is None:\n", - " lA_prior = beobachtungsvektor_numerisch[mask_lA].copy()\n", - " else:\n", - " beobachtungsvektor_numerisch[mask_lA] = lA_prior\n", + " beobachtungsvektor_numerisch[mask_lA] = lA_prior\n", "\n", " print(\" -> berechne l0(x_k)\")\n", " beobachtungsvektor_naeherung_numerisch_iteration0 = fm.beobachtungsvektor_naeherung_numerisch_iteration0(\n", @@ -742,43 +798,50 @@ " iteration\n", " )\n", "\n", + " A_cur = np.asarray(A_matrix_numerisch_iteration0, float)\n", + " l0_cur = np.asarray(beobachtungsvektor_naeherung_numerisch_iteration0, float).reshape(-1)\n", + "\n", + " if A_prev is not None:\n", + " print(\"max|ΔA| =\", float(np.max(np.abs(A_cur - A_prev))))\n", + " print(\"max|Δl0| =\", float(np.max(np.abs(l0_cur - l0_prev))))\n", + "\n", + " A_prev = A_cur.copy()\n", + " l0_prev = l0_cur.copy()\n", + "\n", " labels = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - " lab = \"957_niv_10012_10014\"\n", - "\n", - " if lab in labels:\n", - " i_chk = labels.index(lab)\n", - "\n", - " l_arr = np.asarray(beobachtungsvektor_numerisch, float).reshape(-1)\n", - " l0_arr = np.asarray(beobachtungsvektor_naeherung_numerisch_iteration0, float).reshape(-1)\n", - "\n", - " l = float(l_arr[i_chk].item())\n", - " l0 = float(l0_arr[i_chk].item())\n", - "\n", - " print(\"CHECK\", lab, \"l=\", l, \"l0=\", l0, \"dl=\", l-l0)\n", - " else:\n", - " print(\"CHECK\", lab, \"-> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\")\n", - "\n", - "\n", - " if fm.substitutionen_dict.get(sp.Symbol(\"NH10012\")) is not None:\n", - " print(\"NH10012 =\", fm.substitutionen_dict.get(sp.Symbol(\"NH10012\")))\n", - " if fm.substitutionen_dict.get(sp.Symbol(\"NH10014\")) is not None:\n", - " print(\"NH10014 =\", fm.substitutionen_dict.get(sp.Symbol(\"NH10014\")))\n", - "\n", - "\n", "\n", " if iteration == 0:\n", - " Qll_matrix_numerisch = stoch_modell.Qll_numerisch(\n", - " pfad_datenbank,\n", - " Qll_matrix_symbolisch,\n", - " Jacobimatrix_symbolisch_liste_beobachtungsvektor\n", + " # Qll_matrix_numerisch / beobachtungsvektor_numerisch / Q_ext wurden vor der Schleife berechnet\n", + "\n", + " Exporter.matrix_to_csv(\n", + " fr\"Zwischenergebnisse\\_l.csv\",\n", + " [\"\"],\n", + " labels,\n", + " beobachtungsvektor_numerisch,\n", + " \"l\"\n", " )\n", + "\n", + " if datumfestlegung == \"weiche Lagerung\":\n", + " Exporter.matrix_to_csv(\n", + " fr\"Zwischenergebnisse\\{iteration}_Q_ext.csv\",\n", + " labels_perm,\n", + " labels_perm,\n", + " Q_ext,\n", + " \"Q_ext\"\n", + " )\n", + " Exporter.matrix_to_csv(\n", + " fr\"Zwischenergebnisse\\{iteration}_P.csv\",\n", + " labels_perm,\n", + " labels_perm,\n", + " P,\n", + " \"P\"\n", + " )\n", + "\n", " labels = [str(s).strip() for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", " labels = [l for l in labels if not l.startswith(\"lA_\")]\n", "\n", - " Q = np.asarray(Qll_matrix_numerisch, float)\n", - " sig = np.sqrt(np.diag(Q))\n", - "\n", " mask_SD = np.array([\"_SD_\" in l for l in labels])\n", + "\n", " mask_R = np.array([\"_R_\" in l for l in labels])\n", " mask_ZW = np.array([\"_ZW_\" in l for l in labels])\n", " mask_niv = np.array([\"_niv_\" in l for l in labels])\n", @@ -786,16 +849,7 @@ " mask_gy = np.array([\"_gnssby_\" in l for l in labels])\n", " mask_gz = np.array([\"_gnssbz_\" in l for l in labels])\n", "\n", - " stats(mask_SD, \"sigma_SD [m]\")\n", - " stats(mask_R, \"sigma_R [rad]\")\n", - " stats(mask_ZW, \"sigma_ZW [rad]\")\n", - " stats(mask_niv, \"sigma_niv [m]\")\n", - " stats(mask_gx, \"sigma_gnssbx [m]\")\n", - " stats(mask_gy, \"sigma_gnssby [m]\")\n", - " stats(mask_gz, \"sigma_gnssbz [m]\")\n", "\n", - "\n", - " # --- Referenz aus Exporten (einmalig vor der Iterationsschleife laden) ---\n", " import pandas as pd\n", " ref_l = pd.read_csv(r\"Zwischenergebnisse\\Beobachtungsvektor_Numerisch.csv\", sep=\";\", decimal=\",\", header=None, names=[\"label\",\"value\"]).iloc[1:]\n", " ref_l0 = pd.read_csv(\n", @@ -803,49 +857,9 @@ " sep=\";\", decimal=\",\", header=None, names=[\"label\",\"value\"]\n", " ).iloc[1:]\n", "\n", - "\n", " ref_l_dict = dict(zip(ref_l[\"label\"], ref_l[\"value\"]))\n", " ref_l0_dict = dict(zip(ref_l0[\"label\"], ref_l0[\"value\"]))\n", "\n", - " # --- innerhalb der Schleife, nach l und l0 ---\n", - " lab = \"957_niv_10012_10014\"\n", - " labs_loop = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - "\n", - " if lab in labs_loop and (lab in ref_l_dict) and (lab in ref_l0_dict):\n", - " i_chk = labs_loop.index(lab)\n", - " l_loop = float(np.asarray(beobachtungsvektor_numerisch, float).reshape(-1)[i_chk].item())\n", - " l0_loop = float(np.asarray(beobachtungsvektor_naeherung_numerisch_iteration0, float).reshape(-1)[i_chk].item())\n", - "\n", - " print(\"\\nCHECK:\", lab)\n", - " print(\" loop : l =\", l_loop, \" l0 =\", l0_loop, \" dl =\", l_loop - l0_loop)\n", - " print(\" export: l =\", float(ref_l_dict[lab]), \" l0 =\", float(ref_l0_dict[lab]),\n", - " \" dl =\", float(ref_l_dict[lab]) - float(ref_l0_dict[lab]))\n", - " else:\n", - " print(\"CHECK export/loop -> lab nicht vorhanden (Niv aktuell entfernt) -> skip\")\n", - "\n", - "\n", - "\n", - " if datumfestlegung == \"weiche Lagerung\":\n", - " QAA_matrix_numerisch = stoch_modell.QAA_numerisch(\n", - " pfad_datenbank,\n", - " QAA_matrix_symbolisch,\n", - " Jacobimatrix_symbolisch_liste_beobachtungsvektor\n", - " )\n", - " Q_ext = Datumsfestlegung.Datumsfestlegung.weiches_datum(Qll_matrix_numerisch, QAA_matrix_numerisch)\n", - "\n", - " labs_full = [str(s).strip() for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - " labs_ll = [l for l in labs_full if not l.startswith(\"lA_\")]\n", - " labs_AA = [l for l in labs_full if l.startswith(\"lA_\")]\n", - " labs_ext = labs_ll + labs_AA\n", - "\n", - " Export.matrix_to_csv(\n", - " fr\"Zwischenergebnisse\\{iteration}_Q_ext.csv\",\n", - " labs_ext,\n", - " labs_ext,\n", - " Q_ext,\n", - " \"Q_ext\"\n", - " )\n", - "\n", " # Q für Solver wählen\n", " if datumfestlegung == \"weiche Lagerung\":\n", " Q_k = Q_ext\n", @@ -875,96 +889,96 @@ "\n", " print(\" -> löse Ausgleichung\")\n", "\n", - " labels = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - " abs_dl = np.abs(np.asarray(dl_k, float).reshape(-1))\n", + " labels = [str(s).strip() for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", "\n", - " top = np.argsort(-abs_dl)[:30]\n", - " print(\"\\nTOP |dl| (Iteration\", iteration, \"):\")\n", - " for i in top:\n", - " print(f\"{i:5d}\", labels[i], \"dl =\", float(dl_k[i,0]))\n", + " A_solve = np.asarray(A_matrix_numerisch_iteration0, float)\n", + " dl_solve = np.asarray(dl_k, float)\n", + " labels_solve = labels\n", "\n", + " Q_solve = Q_k\n", + "\n", + " if datumfestlegung == \"weiche Lagerung\" and not perm_is_identity:\n", + " A_solve = A_solve[perm, :]\n", + " dl_solve = dl_solve[perm, :]\n", + " Q_solve = Q_solve[np.ix_(perm, perm)]\n", + " labels_solve = labels_perm\n", + "\n", + " res, dx = Parameterschaetzung.ausgleichung_global(A_solve, dl_solve, Q_solve, P)\n", + "\n", + " Exporter.matrix_to_csv(fr\"Zwischenergebnisse\\{iteration}_Qxx.csv\",\n", + " [\"\"], Jacobimatrix_symbolisch_liste_unbekannte, res[\"Q_xx\"], \"Qxx\")\n", "\n", - " res, dx = Parameterschaetzung.ausgleichung_global(A_matrix_numerisch_iteration0, dl_k, Q_k)\n", "\n", " N = np.asarray(res[\"N\"], float)\n", " n = np.asarray(res[\"n\"], float) if \"n\" in res else None\n", "\n", - " j = idx(\"Y812\")\n", - " if j is not None:\n", - " print(\"N[j,j] =\", float(N[j, j]))\n", - " print(\"sum|N[j,:]| =\", float(np.sum(np.abs(N[j, :]))))\n", - " if n is not None:\n", - " print(\"n[j] =\", float(n[j, 0]))\n", - "\n", - " print(\"cond(N) =\", np.linalg.cond(N))\n", - " print(\"rank(N) =\", np.linalg.matrix_rank(N), \" / n_unknown =\", N.shape[0])\n", - "\n", " A = np.asarray(A_matrix_numerisch_iteration0, float)\n", " print(\"cond(A) =\", np.linalg.cond(A))\n", "\n", - "\n", - "\n", - "\n", " dx = np.asarray(dx, float).reshape(-1, 1)\n", "\n", - " Export.matrix_to_csv(fr\"Zwischenergebnisse\\{iteration}_dl.csv\",\n", - " [\"\"], labels, dl_k, \"dl\")\n", - "\n", - " Export.matrix_to_csv(fr\"Zwischenergebnisse\\{iteration}_dx.csv\",\n", - " [\"\"], Jacobimatrix_symbolisch_liste_unbekannte, dx, \"dx\")\n", - "\n", - "\n", - " idx_xyz = [i for i,s in enumerate(Jacobimatrix_symbolisch_liste_unbekannte) if str(s).startswith((\"X\",\"Y\",\"Z\"))]\n", - " max_dx_xyz = float(np.max(np.abs(dx[idx_xyz])))\n", - " print(\" -> max|dx_xyz| [m] =\", max_dx_xyz)\n", - " #norm_dx = float(np.linalg.norm(dx))\n", - " #print(f\" -> dx: max|dx| = {max_dx:.3e}, ||dx|| = {norm_dx:.3e}\")\n", - "\n", - " print(\" -> update x\")\n", - "\n", - " for symname in [\"X812\",\"Y812\",\"Z812\"]:\n", - " i = idx(symname)\n", - " print(\"IDX\", symname, i)\n", - "\n", - " for symname in [\"X812\",\"Y812\",\"Z812\"]:\n", - " i = idx(symname)\n", - " if i is None:\n", - " print(\"PRE\", symname, \"-> nicht im Unbekanntenvektor (Niv aktuell entfernt) -> skip\")\n", - " continue\n", - " print(\"PRE\", symname,\n", - " float(np.asarray(x, float).reshape(-1)[i].item()),\n", - " \"dx\", float(np.asarray(dx, float).reshape(-1)[i].item()),\n", - " \"new\", float((np.asarray(x, float).reshape(-1)[i] + np.asarray(dx, float).reshape(-1)[i]).item()))\n", + " Exporter.matrix_to_csv(fr\"Zwischenergebnisse\\{iteration}_dl.csv\",\n", + " [\"\"], labels_solve, dl_solve, \"dl\")\n", "\n", "\n", + " Exporter.matrix_to_csv(fr\"Zwischenergebnisse\\{iteration}_dx.csv\",\n", + " [\"\"], Jacobimatrix_symbolisch_liste_unbekannte, dx, \"dx\")\n", "\n", " x = fm.unbekanntenvektor_numerisch(\n", " Jacobimatrix_symbolisch_liste_unbekannte,\n", " unbekanntenvektor_symbolisch,\n", " dX_Vektor=dx,\n", " unbekanntenvektor_neumerisch_vorherige_Iteration=x,\n", - " iterationsnummer = iteration\n", + " iterationsnummer=iteration\n", " )\n", "\n", - " #for symname in [\"X812\",\"Y812\",\"Z812\"]:\n", - " # print(\"POST SUB\", symname, sub(symname))\n", + " dx_flat = np.asarray(dx, float).reshape(-1)\n", "\n", - " max_dx = np.max(np.abs(dx))\n", + " idx_xyz = [i for i,s in enumerate(Jacobimatrix_symbolisch_liste_unbekannte)\n", + " if str(s).startswith((\"X\",\"Y\",\"Z\"))]\n", "\n", - " if max_dx < tol:\n", - " print(\"\\nKONVERGENZ ERREICHT\")\n", - " break\n" + " max_dx_xyz = float(np.max(np.abs(dx_flat[idx_xyz])))\n", + " print(\" -> max|dx_xyz| [m] =\", max_dx_xyz)\n", + "\n", + " tol_dx = tol_dx_abs\n", + "\n", + " if prev_max_dx_xyz is not None and abs(prev_max_dx_xyz - max_dx_xyz) < tol_stag:\n", + " stag_count += 1\n", + " else:\n", + " stag_count = 0\n", + " prev_max_dx_xyz = max_dx_xyz\n", + "\n", + " # Abbruchbedingungen\n", + " if max_dx_xyz < tol_dx:\n", + " print(\"\\nKONVERGENZ ERREICHT (XYZ)\")\n", + " break\n", + "\n", + " if stag_count >= stag_max:\n", + " print(\"\\nABBRUCH: STAGNATION (XYZ)\")\n", + " break\n", + "\n", + "\n", + " for symname in [\"X10009\",\"Y10009\",\"Z10009\"]:\n", + " j = idx(symname)\n", + " xv = float(np.asarray(x, float).reshape(-1)[j])\n", + " dv = float(val(symname))\n", + " print(symname, \"x=\", xv, \" dict=\", dv, \" diff=\", xv-dv)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Anzahl bad XYZ = 0\n", + "DEBUG stabw_apriori_konstant_niv_3 = 0.0001\n", + "DEBUG stabw_apriori_streckenprop_niv_3 = 0.0003\n", + "sigma(QAA) min/med/max = 0.005 0.005 0.008\n", + "Varianzkomponentenschätzung wurde durchgeführt\n", "\n", "============================================================\n", "ITERATION 0\n", + "max|Δl| = 0.0\n", " -> berechne A(x_k)\n", + " -> berechne l0(x_k)\n", "X812 j= 177 nnz= 37 maxabs= 0.804440145172459\n", " 898 952_SD_62_10048_812 A= 0.804440145172459\n", " 902 956_SD_62_10048_812 A= 0.804440145172459\n", @@ -975,12 +989,12 @@ " 890 944_SD_61_10046_812 A= 0.784272555410827\n", " 896 950_SD_61_10046_812 A= 0.784272555410827\n", " 893 947_SD_61_10046_812 A= 0.784272555410827\n", - " 3182 1085_niv_10047_812 A= 0.5936974246614407\n", - " 3200 1103_niv_10048_812 A= 0.5936974246614407\n", - " 3147 1050_niv_812_10047 A= -0.5936974246614407\n", - " 3278 1181_niv_10045_812 A= 0.5936974246614407\n", - " 3279 1182_niv_812_816 A= -0.5936974246614407\n", - " 3249 1152_niv_816_812 A= 0.5936974246614407\n", + " 3161 1085_niv_10047_812 A= 0.5936974246614407\n", + " 3179 1103_niv_10048_812 A= 0.5936974246614407\n", + " 3126 1050_niv_812_10047 A= -0.5936974246614407\n", + " 3257 1181_niv_10045_812 A= 0.5936974246614407\n", + " 3258 1182_niv_812_816 A= -0.5936974246614407\n", + " 3225 1149_niv_FH3_812 A= 0.5936974246614407\n", "Y812 j= 178 nnz= 37 maxabs= 0.4090704435134159\n", " 896 950_SD_61_10046_812 A= -0.4090704435134159\n", " 893 947_SD_61_10046_812 A= -0.4090704435134159\n", @@ -994,20 +1008,20 @@ " 898 952_SD_62_10048_812 A= -0.12364474010825566\n", " 902 956_SD_62_10048_812 A= -0.12364474010825566\n", " 906 960_SD_62_10048_812 A= -0.12364474010825566\n", - " 3182 1085_niv_10047_812 A= 0.08557886002453727\n", - " 3279 1182_niv_812_816 A= -0.08557886002453727\n", - " 3249 1152_niv_816_812 A= 0.08557886002453727\n", + " 3161 1085_niv_10047_812 A= 0.08557886002453727\n", + " 3258 1182_niv_812_816 A= -0.08557886002453727\n", + " 3225 1149_niv_FH3_812 A= 0.08557886002453727\n", "Z812 j= 179 nnz= 37 maxabs= 0.8001247569393624\n", - " 3278 1181_niv_10045_812 A= 0.8001247569393624\n", - " 3279 1182_niv_812_816 A= -0.8001247569393624\n", - " 3249 1152_niv_816_812 A= 0.8001247569393624\n", - " 3250 1153_niv_812_10045 A= -0.8001247569393624\n", - " 3246 1149_niv_FH3_812 A= 0.8001247569393624\n", - " 3247 1150_niv_812_10048 A= -0.8001247569393624\n", - " 3200 1103_niv_10048_812 A= 0.8001247569393624\n", - " 3201 1104_niv_812_FH3 A= -0.8001247569393624\n", - " 3182 1085_niv_10047_812 A= 0.8001247569393624\n", - " 3147 1050_niv_812_10047 A= -0.8001247569393624\n", + " 3257 1181_niv_10045_812 A= 0.8001247569393624\n", + " 3258 1182_niv_812_816 A= -0.8001247569393624\n", + " 3225 1149_niv_FH3_812 A= 0.8001247569393624\n", + " 3226 1150_niv_812_10048 A= -0.8001247569393624\n", + " 3228 1152_niv_816_812 A= 0.8001247569393624\n", + " 3229 1153_niv_812_10045 A= -0.8001247569393624\n", + " 3179 1103_niv_10048_812 A= 0.8001247569393624\n", + " 3180 1104_niv_812_FH3 A= -0.8001247569393624\n", + " 3161 1085_niv_10047_812 A= 0.8001247569393624\n", + " 3126 1050_niv_812_10047 A= -0.8001247569393624\n", " 898 952_SD_62_10048_812 A= -0.5810232620803362\n", " 906 960_SD_62_10048_812 A= -0.5810232620803362\n", " 902 956_SD_62_10048_812 A= -0.5810232620803362\n", @@ -1032,120 +1046,69 @@ "Z10006 = 5080169.7434314005 | finite: True\n", "s0(10009-10006) = 32.68675820533385 | finite: True\n", " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.97936853\n", - "NH10014 = 4.004157\n", - "DEBUG stabw_apriori_konstant_niv_2 = 0.0001\n", - "DEBUG stabw_apriori_streckenprop_niv_2 = 0.0003\n", - "sigma_SD [m] n= 996 min= 0.0008000115264685405 med= 0.0008009387822672524 max= 0.0008117212011917859\n", - "sigma_R [rad] n= 996 min= 6.279304563967843e-06 med= 2.0769826401815554e-05 max= 0.00018630093426399844\n", - "sigma_ZW [rad] n= 996 min= 6.279304563967843e-06 med= 2.0769826401815554e-05 max= 0.00018630093426399844\n", - "sigma_niv [m] n= 157 min= 0.00010188505778572245 med= 0.00011544119715248972 max= 0.00020726609708295276\n", - "sigma_gnssbx [m] n= 53 min= 7.687664925060144e-05 med= 0.00025657992224646105 max= 0.0007819925066776535\n", - "sigma_gnssby [m] n= 53 min= 4.3020000000000005e-05 med= 0.00012602479121188813 max= 0.0003632103390598896\n", - "sigma_gnssbz [m] n= 53 min= 0.00010537704873453232 med= 0.00031396625487462823 max= 0.0015582633661547715\n", - "CHECK export/loop -> lab nicht vorhanden (Niv aktuell entfernt) -> skip\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 0 ):\n", - " 828 882_SD_56_10057_10055 dl = -1.025047366851318\n", - " 838 892_SD_56_10057_10055 dl = -1.0250366783473766\n", - " 833 887_SD_56_10057_10055 dl = -1.02502225137183\n", - " 850 904_SD_57_10055_10057 dl = -1.024791489539119\n", - " 845 899_SD_57_10055_10057 dl = -1.0245511514804093\n", - " 840 894_SD_57_10055_10057 dl = -1.0245124148095428\n", - " 911 965_SD_63_10056_10055 dl = -0.903289660555096\n", - " 909 963_SD_63_10056_10055 dl = -0.9031300431716218\n", - " 913 967_SD_63_10056_10055 dl = -0.9031250566039581\n", - " 915 969_SD_64_10055_10056 dl = -0.9031150509736783\n", - " 919 973_SD_64_10055_10056 dl = -0.9030417291862207\n", - " 917 971_SD_64_10055_10056 dl = -0.903014242504458\n", - " 862 916_SD_58_10056_10055 dl = -0.9027024731128677\n", - " 858 912_SD_58_10056_10055 dl = -0.9026504807094895\n", - " 866 920_SD_58_10056_10055 dl = -0.9025512524895234\n", - " 842 896_SD_57_10055_10056 dl = -0.9014519514602668\n", - " 852 906_SD_57_10055_10056 dl = -0.901427419727554\n", - " 847 901_SD_57_10055_10056 dl = -0.901309071605116\n", - " 846 900_SD_57_10055_10058 dl = -0.8324581612972253\n", - " 841 895_SD_57_10055_10058 dl = -0.8324126153027009\n", - " 851 905_SD_57_10055_10058 dl = -0.8324028317186958\n", - " 819 873_SD_55_10058_10055 dl = -0.832301964521335\n", - " 815 869_SD_55_10058_10055 dl = -0.8322069107555734\n", - " 823 877_SD_55_10058_10055 dl = -0.831901742054157\n", - " 920 974_SD_64_10055_666 dl = 0.7094702479749841\n", - " 916 970_SD_64_10055_666 dl = 0.7093710933832824\n", - " 918 972_SD_64_10055_666 dl = 0.7093436119498975\n", - " 923 977_SD_65_10054_10055 dl = 0.6335008350139475\n", - " 871 925_SD_59_10054_10055 dl = 0.6334064688224359\n", - " 874 928_SD_59_10054_10055 dl = 0.6333972425510339\n", - "N[j,j] = 19116834.919377975\n", - "sum|N[j,:]| = 561345906.0136728\n", - "cond(N) = 235752729.2386519\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.55687560565599\n", - " -> max|dx_xyz| [m] = 0.7598528786165993\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.5352856442 dx 0.17195999623866406 new 3794850.7072456405\n", - "PRE Y812 547010.9339929277 dx 0.21207922440485938 new 547011.1460721521\n", - "PRE Z812 5080075.088663316 dx -0.05954158308724229 new 5080075.029121733\n", + "cond(A) = 50.18510377536581\n", + " -> max|dx_xyz| [m] = 0.7590141639240034\n", + "X10009 x= 3794767.4605370527 dict= 3794767.4605370527 diff= 0.0\n", + "Y10009 x= 546740.07459502 dict= 546740.07459502 diff= 0.0\n", + "Z10009 x= 5080165.9322241265 dict= 5080165.9322241265 diff= 0.0\n", "\n", "============================================================\n", "ITERATION 1\n", + "max|Δl| = 0.0\n", " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047826993706565\n", - " 898 952_SD_62_10048_812 A= 0.8047826993706565\n", - " 902 956_SD_62_10048_812 A= 0.8047826993706565\n", - " 906 960_SD_62_10048_812 A= 0.8047826993706565\n", - " 896 950_SD_61_10046_812 A= 0.7952763043185257\n", - " 890 944_SD_61_10046_812 A= 0.7952763043185257\n", - " 893 947_SD_61_10046_812 A= 0.7952763043185257\n", - " 881 935_SD_60_10047_812 A= 0.7885763682344668\n", - " 885 939_SD_60_10047_812 A= 0.7885763682344668\n", - " 877 931_SD_60_10047_812 A= 0.7885763682344668\n", - " 3182 1085_niv_10047_812 A= 0.5936974448797933\n", - " 3200 1103_niv_10048_812 A= 0.5936974448797933\n", - " 3147 1050_niv_812_10047 A= -0.5936974448797933\n", - " 3278 1181_niv_10045_812 A= 0.5936974448797933\n", - " 3279 1182_niv_812_816 A= -0.5936974448797933\n", - " 3249 1152_niv_816_812 A= 0.5936974448797933\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3914353165943306\n", - " 896 950_SD_61_10046_812 A= -0.3914353165943306\n", - " 893 947_SD_61_10046_812 A= -0.3914353165943306\n", - " 890 944_SD_61_10046_812 A= -0.3914353165943306\n", - " 885 939_SD_60_10047_812 A= -0.2973413986545502\n", - " 881 935_SD_60_10047_812 A= -0.2973413986545502\n", - " 877 931_SD_60_10047_812 A= -0.2973413986545502\n", - " 1889 947_R_61_10046_812 A= -0.17594724984387924\n", - " 1892 950_R_61_10046_812 A= -0.17594724984387924\n", - " 1886 944_R_61_10046_812 A= -0.17594724984387924\n", - " 898 952_SD_62_10048_812 A= -0.11448498782319973\n", - " 902 956_SD_62_10048_812 A= -0.11448498782319973\n", - " 906 960_SD_62_10048_812 A= -0.11448498782319973\n", - " 3182 1085_niv_10047_812 A= 0.08557889224040624\n", - " 3279 1182_niv_812_816 A= -0.08557889224040624\n", - " 3249 1152_niv_816_812 A= 0.08557889224040624\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384915117\n", - " 3278 1181_niv_10045_812 A= 0.8001247384915117\n", - " 3279 1182_niv_812_816 A= -0.8001247384915117\n", - " 3249 1152_niv_816_812 A= 0.8001247384915117\n", - " 3250 1153_niv_812_10045 A= -0.8001247384915117\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384915117\n", - " 3247 1150_niv_812_10048 A= -0.8001247384915117\n", - " 3200 1103_niv_10048_812 A= 0.8001247384915117\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384915117\n", - " 3182 1085_niv_10047_812 A= 0.8001247384915117\n", - " 3147 1050_niv_812_10047 A= -0.8001247384915117\n", - " 898 952_SD_62_10048_812 A= -0.5824242391563055\n", - " 906 960_SD_62_10048_812 A= -0.5824242391563055\n", - " 902 956_SD_62_10048_812 A= -0.5824242391563055\n", - " 877 931_SD_60_10047_812 A= -0.5382707535323598\n", - " 885 939_SD_60_10047_812 A= -0.5382707535323598\n", + " -> berechne l0(x_k)\n", + "X812 j= 177 nnz= 37 maxabs= 0.8047795354867352\n", + " 898 952_SD_62_10048_812 A= 0.8047795354867352\n", + " 902 956_SD_62_10048_812 A= 0.8047795354867352\n", + " 906 960_SD_62_10048_812 A= 0.8047795354867352\n", + " 896 950_SD_61_10046_812 A= 0.795259236606931\n", + " 890 944_SD_61_10046_812 A= 0.795259236606931\n", + " 893 947_SD_61_10046_812 A= 0.795259236606931\n", + " 881 935_SD_60_10047_812 A= 0.7885731812288974\n", + " 885 939_SD_60_10047_812 A= 0.7885731812288974\n", + " 877 931_SD_60_10047_812 A= 0.7885731812288974\n", + " 3161 1085_niv_10047_812 A= 0.5936974456309757\n", + " 3179 1103_niv_10048_812 A= 0.5936974456309757\n", + " 3126 1050_niv_812_10047 A= -0.5936974456309757\n", + " 3257 1181_niv_10045_812 A= 0.5936974456309757\n", + " 3258 1182_niv_812_816 A= -0.5936974456309757\n", + " 3225 1149_niv_FH3_812 A= 0.5936974456309757\n", + "Y812 j= 178 nnz= 37 maxabs= 0.3914558852450629\n", + " 896 950_SD_61_10046_812 A= -0.3914558852450629\n", + " 893 947_SD_61_10046_812 A= -0.3914558852450629\n", + " 890 944_SD_61_10046_812 A= -0.3914558852450629\n", + " 885 939_SD_60_10047_812 A= -0.2973518222607938\n", + " 881 935_SD_60_10047_812 A= -0.2973518222607938\n", + " 877 931_SD_60_10047_812 A= -0.2973518222607938\n", + " 1889 947_R_61_10046_812 A= -0.17595296321140605\n", + " 1892 950_R_61_10046_812 A= -0.17595296321140605\n", + " 1886 944_R_61_10046_812 A= -0.17595296321140605\n", + " 898 952_SD_62_10048_812 A= -0.11449435751535775\n", + " 902 956_SD_62_10048_812 A= -0.11449435751535775\n", + " 906 960_SD_62_10048_812 A= -0.11449435751535775\n", + " 3161 1085_niv_10047_812 A= 0.08557889211435768\n", + " 3258 1182_niv_812_816 A= -0.08557889211435768\n", + " 3225 1149_niv_FH3_812 A= 0.08557889211435768\n", + "Z812 j= 179 nnz= 37 maxabs= 0.8001247379476113\n", + " 3257 1181_niv_10045_812 A= 0.8001247379476113\n", + " 3258 1182_niv_812_816 A= -0.8001247379476113\n", + " 3225 1149_niv_FH3_812 A= 0.8001247379476113\n", + " 3226 1150_niv_812_10048 A= -0.8001247379476113\n", + " 3228 1152_niv_816_812 A= 0.8001247379476113\n", + " 3229 1153_niv_812_10045 A= -0.8001247379476113\n", + " 3179 1103_niv_10048_812 A= 0.8001247379476113\n", + " 3180 1104_niv_812_FH3 A= -0.8001247379476113\n", + " 3161 1085_niv_10047_812 A= 0.8001247379476113\n", + " 3126 1050_niv_812_10047 A= -0.8001247379476113\n", + " 898 952_SD_62_10048_812 A= -0.5824267690953946\n", + " 906 960_SD_62_10048_812 A= -0.5824267690953946\n", + " 902 956_SD_62_10048_812 A= -0.5824267690953946\n", + " 877 931_SD_60_10047_812 A= -0.5382696644291985\n", + " 885 939_SD_60_10047_812 A= -0.5382696644291985\n", "lA-check (erste 10):\n", "('lA_X0645', 279, 'X0645', 1.0)\n", "('lA_X0656', 280, 'X0656', 1.0)\n", @@ -1157,118 +1120,79 @@ "('lA_Y0656', 286, 'Y0656', 1.0)\n", "('lA_Y0995', 287, 'Y0995', 1.0)\n", "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622868854 | finite: True\n", - "Y10009 = 546740.0760426788 | finite: True\n", - "Z10009 = 5080165.943791688 | finite: True\n", - "X10006 = 3794766.337962092 | finite: True\n", - "Y10006 = 546707.6254731236 | finite: True\n", - "Z10006 = 5080169.721730108 | finite: True\n", - "s0(10009-10006) = 32.68908670184357 | finite: True\n", + "X10009 = 3794767.4605370527 | finite: True\n", + "Y10009 = 546740.07459502 | finite: True\n", + "Z10009 = 5080165.9322241265 | finite: True\n", + "X10006 = 3794766.3371391054 | finite: True\n", + "Y10006 = 546707.6237605308 | finite: True\n", + "Z10006 = 5080169.708004576 | finite: True\n", + "s0(10009-10006) = 32.68906850916408 | finite: True\n", " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.9951509\n", - "NH10014 = 4.00189679\n", + "max|ΔA| = 0.027860752304828318\n", + "max|Δl0| = 1.0253771626990869\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 1 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814074184105266\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656382331268105\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604074184135243\n", - " 3109 16_gnssbz_0656_10037 dl = -0.041525484719872496\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04059077668338773\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038343455253198044\n", - " 3103 10_gnssbz_0656_10028 dl = 0.037910757829251907\n", - " 3113 20_gnssbz_0656_10054 dl = -0.037790776683394256\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590572230439193\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471269292906243\n", - " 3101 8_gnssbz_0656_10026 dl = 0.032877302880585546\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.02736675569212821\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644345525186509\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025069986972084735\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475774962658761\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024163771098130837\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024100749297438995\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024063451549409365\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023555774856504286\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02286322907805527\n", - " 2997 10_gnssbx_0656_10028 dl = 0.0221323263220512\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021349671128405134\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020620993074771832\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020462045758904424\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.0201784490072896\n", - " 3008 21_gnssbx_0656_10044 dl = 0.02012233741358216\n", - " 3114 21_gnssbz_0656_10044 dl = 0.019978719918427146\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019473957362770022\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019130304473947035\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.0182667241897434\n", - "N[j,j] = 18811652.85834708\n", - "sum|N[j,:]| = 559696926.6504788\n", - "cond(N) = 235752736.02801374\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.837456977447125\n", - " -> max|dx_xyz| [m] = 0.006104780924622762\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072456405 dx 4.027683274217464e-05 new 3794850.7072859174\n", - "PRE Y812 547011.1460721521 dx 0.00448408181781241 new 547011.150556234\n", - "PRE Z812 5080075.029121733 dx -0.00048126315350045166 new 5080075.0286404705\n", + "cond(A) = 50.448064248936376\n", + " -> max|dx_xyz| [m] = 0.008141610236632428\n", + "X10009 x= 3794767.460509959 dict= 3794767.460509959 diff= 0.0\n", + "Y10009 x= 546740.0746088205 dict= 546740.0746088205 diff= 0.0\n", + "Z10009 x= 5080165.932257164 dict= 5080165.932257164 diff= 0.0\n", "\n", "============================================================\n", "ITERATION 2\n", + "max|Δl| = 0.0\n", " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846823902756\n", - " 898 952_SD_62_10048_812 A= 0.8047846823902756\n", - " 902 956_SD_62_10048_812 A= 0.8047846823902756\n", - " 906 960_SD_62_10048_812 A= 0.8047846823902756\n", - " 896 950_SD_61_10046_812 A= 0.7953985138046848\n", - " 890 944_SD_61_10046_812 A= 0.7953985138046848\n", - " 893 947_SD_61_10046_812 A= 0.7953985138046848\n", - " 881 935_SD_60_10047_812 A= 0.788598998249386\n", - " 885 939_SD_60_10047_812 A= 0.788598998249386\n", - " 877 931_SD_60_10047_812 A= 0.788598998249386\n", - " 3182 1085_niv_10047_812 A= 0.5936974448842467\n", - " 3200 1103_niv_10048_812 A= 0.5936974448842467\n", - " 3147 1050_niv_812_10047 A= -0.5936974448842467\n", - " 3278 1181_niv_10045_812 A= 0.5936974448842467\n", - " 3279 1182_niv_812_816 A= -0.5936974448842467\n", - " 3249 1152_niv_816_812 A= 0.5936974448842467\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910541579277751\n", - " 896 950_SD_61_10046_812 A= -0.3910541579277751\n", - " 893 947_SD_61_10046_812 A= -0.3910541579277751\n", - " 890 944_SD_61_10046_812 A= -0.3910541579277751\n", - " 885 939_SD_60_10047_812 A= -0.29722954695094334\n", - " 881 935_SD_60_10047_812 A= -0.29722954695094334\n", - " 877 931_SD_60_10047_812 A= -0.29722954695094334\n", - " 1889 947_R_61_10046_812 A= -0.17601861185532441\n", - " 1892 950_R_61_10046_812 A= -0.17601861185532441\n", - " 1886 944_R_61_10046_812 A= -0.17601861185532441\n", - " 898 952_SD_62_10048_812 A= -0.11444415556565458\n", - " 902 956_SD_62_10048_812 A= -0.11444415556565458\n", - " 906 960_SD_62_10048_812 A= -0.11444415556565458\n", - " 3182 1085_niv_10047_812 A= 0.0855788929416663\n", - " 3279 1182_niv_812_816 A= -0.0855788929416663\n", - " 3249 1152_niv_816_812 A= 0.0855788929416663\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384132024\n", - " 3278 1181_niv_10045_812 A= 0.8001247384132024\n", - " 3279 1182_niv_812_816 A= -0.8001247384132024\n", - " 3249 1152_niv_816_812 A= 0.8001247384132024\n", - " 3250 1153_niv_812_10045 A= -0.8001247384132024\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384132024\n", - " 3247 1150_niv_812_10048 A= -0.8001247384132024\n", - " 3200 1103_niv_10048_812 A= 0.8001247384132024\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384132024\n", - " 3182 1085_niv_10047_812 A= 0.8001247384132024\n", - " 3147 1050_niv_812_10047 A= -0.8001247384132024\n", - " 898 952_SD_62_10048_812 A= -0.5824295238454588\n", - " 906 960_SD_62_10048_812 A= -0.5824295238454588\n", - " 902 956_SD_62_10048_812 A= -0.5824295238454588\n", - " 877 931_SD_60_10047_812 A= -0.5382993743070876\n", - " 885 939_SD_60_10047_812 A= -0.5382993743070876\n", + " -> berechne l0(x_k)\n", + "X812 j= 177 nnz= 37 maxabs= 0.804781123922939\n", + " 898 952_SD_62_10048_812 A= 0.804781123922939\n", + " 902 956_SD_62_10048_812 A= 0.804781123922939\n", + " 906 960_SD_62_10048_812 A= 0.804781123922939\n", + " 896 950_SD_61_10046_812 A= 0.7953786367845527\n", + " 890 944_SD_61_10046_812 A= 0.7953786367845527\n", + " 893 947_SD_61_10046_812 A= 0.7953786367845527\n", + " 881 935_SD_60_10047_812 A= 0.7885940120385091\n", + " 885 939_SD_60_10047_812 A= 0.7885940120385091\n", + " 877 931_SD_60_10047_812 A= 0.7885940120385091\n", + " 3161 1085_niv_10047_812 A= 0.5936974454998538\n", + " 3179 1103_niv_10048_812 A= 0.5936974454998538\n", + " 3126 1050_niv_812_10047 A= -0.5936974454998538\n", + " 3257 1181_niv_10045_812 A= 0.5936974454998538\n", + " 3258 1182_niv_812_816 A= -0.5936974454998538\n", + " 3225 1149_niv_FH3_812 A= 0.5936974454998538\n", + "Y812 j= 178 nnz= 37 maxabs= 0.3910825874467889\n", + " 896 950_SD_61_10046_812 A= -0.3910825874467889\n", + " 893 947_SD_61_10046_812 A= -0.3910825874467889\n", + " 890 944_SD_61_10046_812 A= -0.3910825874467889\n", + " 885 939_SD_60_10047_812 A= -0.2972488927384902\n", + " 881 935_SD_60_10047_812 A= -0.2972488927384902\n", + " 877 931_SD_60_10047_812 A= -0.2972488927384902\n", + " 1889 947_R_61_10046_812 A= -0.17602150116958803\n", + " 1892 950_R_61_10046_812 A= -0.17602150116958803\n", + " 1886 944_R_61_10046_812 A= -0.17602150116958803\n", + " 898 952_SD_62_10048_812 A= -0.11446296610811582\n", + " 902 956_SD_62_10048_812 A= -0.11446296610811582\n", + " 906 960_SD_62_10048_812 A= -0.11446296610811582\n", + " 3161 1085_niv_10047_812 A= 0.08557889260112102\n", + " 3258 1182_niv_812_816 A= -0.08557889260112102\n", + " 3225 1149_niv_FH3_812 A= 0.08557889260112102\n", + "Z812 j= 179 nnz= 37 maxabs= 0.8001247379928419\n", + " 3257 1181_niv_10045_812 A= 0.8001247379928419\n", + " 3258 1182_niv_812_816 A= -0.8001247379928419\n", + " 3225 1149_niv_FH3_812 A= 0.8001247379928419\n", + " 3226 1150_niv_812_10048 A= -0.8001247379928419\n", + " 3228 1152_niv_816_812 A= 0.8001247379928419\n", + " 3229 1153_niv_812_10045 A= -0.8001247379928419\n", + " 3179 1103_niv_10048_812 A= 0.8001247379928419\n", + " 3180 1104_niv_812_FH3 A= -0.8001247379928419\n", + " 3161 1085_niv_10047_812 A= 0.8001247379928419\n", + " 3126 1050_niv_812_10047 A= -0.8001247379928419\n", + " 898 952_SD_62_10048_812 A= -0.5824307443525484\n", + " 906 960_SD_62_10048_812 A= -0.5824307443525484\n", + " 902 956_SD_62_10048_812 A= -0.5824307443525484\n", + " 877 931_SD_60_10047_812 A= -0.5382959965880758\n", + " 885 939_SD_60_10047_812 A= -0.5382959965880758\n", "lA-check (erste 10):\n", "('lA_X0645', 279, 'X0645', 1.0)\n", "('lA_X0656', 280, 'X0656', 1.0)\n", @@ -1280,2167 +1204,34 @@ "('lA_Y0656', 286, 'Y0656', 1.0)\n", "('lA_Y0995', 287, 'Y0995', 1.0)\n", "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622586714 | finite: True\n", - "Y10009 = 546740.0760513344 | finite: True\n", - "Z10009 = 5080165.943781208 | finite: True\n", - "X10006 = 3794766.3379319385 | finite: True\n", - "Y10006 = 546707.625484737 | finite: True\n", - "Z10006 = 5080169.721721858 | finite: True\n", - "s0(10009-10006) = 32.68908409004593 | finite: True\n", + "X10009 = 3794767.460509959 | finite: True\n", + "Y10009 = 546740.0746088205 | finite: True\n", + "Z10009 = 5080165.932257164 | finite: True\n", + "X10006 = 3794766.3371092523 | finite: True\n", + "Y10006 = 546707.6237746438 | finite: True\n", + "Z10006 = 5080169.708041173 | finite: True\n", + "s0(10009-10006) = 32.68906870496156 | finite: True\n", " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99513041\n", - "NH10014 = 4.00187668\n", + "max|ΔA| = 0.0003732977982739971\n", + "max|Δl0| = 0.003269613739377064\n", "None\n", "None\n", "None\n", " -> löse Ausgleichung\n", + "cond(A) = 50.45341098978934\n", + " -> max|dx_xyz| [m] = 3.85596281792893e-05\n", "\n", - "TOP |dl| (Iteration 2 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.048142800995265134\n", - " 3097 4_gnssbz_0645_10037 dl = -0.046568925097744795\n", - " 3127 34_gnssbz_1675_10037 dl = -0.0460428009955649\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152960509062\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087806268930194\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452720548143\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807806268930847\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790294496417346\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713698338277\n", - " 2995 8_gnssbx_0656_10026 dl = 0.034712546245756926\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549572527444\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369603676561383\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452720414847\n", - " 3019 32_gnssbx_1675_10026 dl = 0.0250780047281296\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949166546343\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159260237240687\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109985689072744\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059301576016878\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.02350386293619522\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687314350903875\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212043333277336\n", - " 3013 26_gnssbx_0995_10026 dl = 0.02136327169762353\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062515143006749\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457990780414548\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742407800455\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108849068734003\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004299624261535\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547279457746924\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.0191284492793784\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259132630191743\n", - "N[j,j] = 18814002.088016015\n", - "sum|N[j,:]| = 559729060.6599827\n", - "cond(N) = 235752735.91676825\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.8429820343686\n", - " -> max|dx_xyz| [m] = 1.933188468505588e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072859174 dx -6.038831899093268e-07 new 3794850.7072853134\n", - "PRE Y812 547011.150556234 dx -1.1919034300845666e-06 new 547011.1505550421\n", - "PRE Z812 5080075.0286404705 dx -1.5221454981457418e-06 new 5080075.028638949\n", - "\n", - "============================================================\n", - "ITERATION 3\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809646078\n", - " 898 952_SD_62_10048_812 A= 0.8047846809646078\n", - " 902 956_SD_62_10048_812 A= 0.8047846809646078\n", - " 906 960_SD_62_10048_812 A= 0.8047846809646078\n", - " 896 950_SD_61_10046_812 A= 0.7953984632872745\n", - " 890 944_SD_61_10046_812 A= 0.7953984632872745\n", - " 893 947_SD_61_10046_812 A= 0.7953984632872745\n", - " 881 935_SD_60_10047_812 A= 0.7885989913180439\n", - " 885 939_SD_60_10047_812 A= 0.7885989913180439\n", - " 877 931_SD_60_10047_812 A= 0.7885989913180439\n", - " 3182 1085_niv_10047_812 A= 0.5936974448843083\n", - " 3200 1103_niv_10048_812 A= 0.5936974448843083\n", - " 3147 1050_niv_812_10047 A= -0.5936974448843083\n", - " 3278 1181_niv_10045_812 A= 0.5936974448843083\n", - " 3279 1182_niv_812_816 A= -0.5936974448843083\n", - " 3249 1152_niv_816_812 A= 0.5936974448843083\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435502139374\n", - " 896 950_SD_61_10046_812 A= -0.39105435502139374\n", - " 893 947_SD_61_10046_812 A= -0.39105435502139374\n", - " 890 944_SD_61_10046_812 A= -0.39105435502139374\n", - " 885 939_SD_60_10047_812 A= -0.2972295902612545\n", - " 881 935_SD_60_10047_812 A= -0.2972295902612545\n", - " 877 931_SD_60_10047_812 A= -0.2972295902612545\n", - " 1889 947_R_61_10046_812 A= -0.1760185851114845\n", - " 1892 950_R_61_10046_812 A= -0.1760185851114845\n", - " 1886 944_R_61_10046_812 A= -0.1760185851114845\n", - " 898 952_SD_62_10048_812 A= -0.1144441799102421\n", - " 902 956_SD_62_10048_812 A= -0.1144441799102421\n", - " 906 960_SD_62_10048_812 A= -0.1144441799102421\n", - " 3182 1085_niv_10047_812 A= 0.08557889294150231\n", - " 3279 1182_niv_812_816 A= -0.08557889294150231\n", - " 3249 1152_niv_816_812 A= 0.08557889294150231\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384131743\n", - " 3278 1181_niv_10045_812 A= 0.8001247384131743\n", - " 3279 1182_niv_812_816 A= -0.8001247384131743\n", - " 3249 1152_niv_816_812 A= 0.8001247384131743\n", - " 3250 1153_niv_812_10045 A= -0.8001247384131743\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384131743\n", - " 3247 1150_niv_812_10048 A= -0.8001247384131743\n", - " 3200 1103_niv_10048_812 A= 0.8001247384131743\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384131743\n", - " 3182 1085_niv_10047_812 A= 0.8001247384131743\n", - " 3147 1050_niv_812_10047 A= -0.8001247384131743\n", - " 898 952_SD_62_10048_812 A= -0.5824295210318297\n", - " 906 960_SD_62_10048_812 A= -0.5824295210318297\n", - " 902 956_SD_62_10048_812 A= -0.5824295210318297\n", - " 877 931_SD_60_10047_812 A= -0.5382993605469827\n", - " 885 939_SD_60_10047_812 A= -0.5382993605469827\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462258167 | finite: True\n", - "Y10009 = 546740.0760512637 | finite: True\n", - "Z10009 = 5080165.943779469 | finite: True\n", - "X10006 = 3794766.3379314314 | finite: True\n", - "Y10006 = 546707.6254846663 | finite: True\n", - "Z10006 = 5080169.721720116 | finite: True\n", - "s0(10009-10006) = 32.68908408992676 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99512871\n", - "NH10014 = 4.00187497\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 3 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280472055543\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892789171252\n", - " 3127 34_gnssbz_1675_10037 dl = -0.0460428047208552\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529884487393\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344529068126576\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.037902964521947524\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713884602792\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471254671141821\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549572527444\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.02736960740185168\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452906679362\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078004262468312\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759493993769865\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159260237240687\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998662039532\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059304369984602\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503851760324324\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687321801484472\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044543996683\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363273094607393\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062515515535779\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457989849091973\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237425009327126\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850000056577\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430055558411\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547281320392074\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128450210700976\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131466038525\n", - "N[j,j] = 18814001.64981818\n", - "sum|N[j,:]| = 559729054.1342534\n", - "cond(N) = 235752735.78719985\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981657024\n", - " -> max|dx_xyz| [m] = 1.7855325141603822e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072853134 dx -5.154107111993756e-07 new 3794850.707284798\n", - "PRE Y812 547011.1505550421 dx -7.403233574862043e-08 new 547011.150554968\n", - "PRE Z812 5080075.028638949 dx -1.778263202143481e-06 new 5080075.028637171\n", - "\n", - "============================================================\n", - "ITERATION 4\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846810188711\n", - " 898 952_SD_62_10048_812 A= 0.8047846810188711\n", - " 902 956_SD_62_10048_812 A= 0.8047846810188711\n", - " 906 960_SD_62_10048_812 A= 0.8047846810188711\n", - " 896 950_SD_61_10046_812 A= 0.7953984631694846\n", - " 890 944_SD_61_10046_812 A= 0.7953984631694846\n", - " 893 947_SD_61_10046_812 A= 0.7953984631694846\n", - " 881 935_SD_60_10047_812 A= 0.7885989914963543\n", - " 885 939_SD_60_10047_812 A= 0.7885989914963543\n", - " 877 931_SD_60_10047_812 A= 0.7885989914963543\n", - " 3182 1085_niv_10047_812 A= 0.5936974448843889\n", - " 3200 1103_niv_10048_812 A= 0.5936974448843889\n", - " 3147 1050_niv_812_10047 A= -0.5936974448843889\n", - " 3278 1181_niv_10045_812 A= 0.5936974448843889\n", - " 3279 1182_niv_812_816 A= -0.5936974448843889\n", - " 3249 1152_niv_816_812 A= 0.5936974448843889\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543550067475\n", - " 896 950_SD_61_10046_812 A= -0.3910543550067475\n", - " 893 947_SD_61_10046_812 A= -0.3910543550067475\n", - " 890 944_SD_61_10046_812 A= -0.3910543550067475\n", - " 885 939_SD_60_10047_812 A= -0.2972295902420706\n", - " 881 935_SD_60_10047_812 A= -0.2972295902420706\n", - " 877 931_SD_60_10047_812 A= -0.2972295902420706\n", - " 1889 947_R_61_10046_812 A= -0.1760185851256501\n", - " 1892 950_R_61_10046_812 A= -0.1760185851256501\n", - " 1886 944_R_61_10046_812 A= -0.1760185851256501\n", - " 898 952_SD_62_10048_812 A= -0.1144441798966831\n", - " 902 956_SD_62_10048_812 A= -0.1144441798966831\n", - " 906 960_SD_62_10048_812 A= -0.1144441798966831\n", - " 3182 1085_niv_10047_812 A= 0.08557889294151398\n", - " 3279 1182_niv_812_816 A= -0.08557889294151398\n", - " 3249 1152_niv_816_812 A= 0.08557889294151398\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384131133\n", - " 3278 1181_niv_10045_812 A= 0.8001247384131133\n", - " 3279 1182_niv_812_816 A= -0.8001247384131133\n", - " 3249 1152_niv_816_812 A= 0.8001247384131133\n", - " 3250 1153_niv_812_10045 A= -0.8001247384131133\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384131133\n", - " 3247 1150_niv_812_10048 A= -0.8001247384131133\n", - " 3200 1103_niv_10048_812 A= 0.8001247384131133\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384131133\n", - " 3182 1085_niv_10047_812 A= 0.8001247384131133\n", - " 3147 1050_niv_812_10047 A= -0.8001247384131133\n", - " 898 952_SD_62_10048_812 A= -0.5824295209595144\n", - " 906 960_SD_62_10048_812 A= -0.5824295209595144\n", - " 902 956_SD_62_10048_812 A= -0.5824295209595144\n", - " 877 931_SD_60_10047_812 A= -0.5382993602963537\n", - " 885 939_SD_60_10047_812 A= -0.5382993602963537\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462257651 | finite: True\n", - "Y10009 = 546740.0760511894 | finite: True\n", - "Z10009 = 5080165.943777691 | finite: True\n", - "X10006 = 3794766.3379309135 | finite: True\n", - "Y10006 = 546707.6254845918 | finite: True\n", - "Z10006 = 5080169.7217183355 | finite: True\n", - "s0(10009-10006) = 32.68908408989905 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99512697\n", - "NH10014 = 4.00187324\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 4 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280565187801\n", - " 3097 4_gnssbz_0645_10037 dl = -0.046568928823035094\n", - " 3127 34_gnssbz_1675_10037 dl = -0.046042805652177776\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529884487393\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087812043130157\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452953378786\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807812043130809\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296731591525\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713931168921\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471254903972465\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549945056474\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369608333174256\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444529532454908\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507800659077475\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759494459431153\n", - " 3015 28_gnssbx_0995_10037 dl = -0.0241592597715794\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987086056606\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059304369984602\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503851294663036\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687323198468334\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044683695069\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363276354236405\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625156086680363\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457992643059697\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742407800455\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850931379152\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004303349551833\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547281320392074\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128450676362263\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131466038525\n", - "N[j,j] = 18814001.650609888\n", - "sum|N[j,:]| = 559729054.1418264\n", - "cond(N) = 235752736.5436258\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981656728426\n", - " -> max|dx_xyz| [m] = 1.7781360000005204e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707284798 dx -5.163383982529137e-07 new 3794850.7072842815\n", - "PRE Y812 547011.150554968 dx -7.457393649531179e-08 new 547011.1505548934\n", - "PRE Z812 5080075.028637171 dx -1.777034793268283e-06 new 5080075.028635394\n", - "\n", - "============================================================\n", - "ITERATION 5\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809533633\n", - " 898 952_SD_62_10048_812 A= 0.8047846809533633\n", - " 902 956_SD_62_10048_812 A= 0.8047846809533633\n", - " 906 960_SD_62_10048_812 A= 0.8047846809533633\n", - " 896 950_SD_61_10046_812 A= 0.7953984629579065\n", - " 890 944_SD_61_10046_812 A= 0.7953984629579065\n", - " 893 947_SD_61_10046_812 A= 0.7953984629579065\n", - " 881 935_SD_60_10047_812 A= 0.7885989914164423\n", - " 885 939_SD_60_10047_812 A= 0.7885989914164423\n", - " 877 931_SD_60_10047_812 A= 0.7885989914164423\n", - " 3182 1085_niv_10047_812 A= 0.5936974448844695\n", - " 3200 1103_niv_10048_812 A= 0.5936974448844695\n", - " 3147 1050_niv_812_10047 A= -0.5936974448844695\n", - " 3278 1181_niv_10045_812 A= 0.5936974448844695\n", - " 3279 1182_niv_812_816 A= -0.5936974448844695\n", - " 3249 1152_niv_816_812 A= 0.5936974448844695\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435503551156\n", - " 896 950_SD_61_10046_812 A= -0.39105435503551156\n", - " 893 947_SD_61_10046_812 A= -0.39105435503551156\n", - " 890 944_SD_61_10046_812 A= -0.39105435503551156\n", - " 885 939_SD_60_10047_812 A= -0.2972295902503631\n", - " 881 935_SD_60_10047_812 A= -0.2972295902503631\n", - " 877 931_SD_60_10047_812 A= -0.2972295902503631\n", - " 1889 947_R_61_10046_812 A= -0.1760185851149986\n", - " 1892 950_R_61_10046_812 A= -0.1760185851149986\n", - " 1886 944_R_61_10046_812 A= -0.1760185851149986\n", - " 898 952_SD_62_10048_812 A= -0.11444417990540826\n", - " 902 956_SD_62_10048_812 A= -0.11444417990540826\n", - " 906 960_SD_62_10048_812 A= -0.11444417990540826\n", - " 3182 1085_niv_10047_812 A= 0.08557889294152557\n", - " 3279 1182_niv_812_816 A= -0.08557889294152557\n", - " 3249 1152_niv_816_812 A= 0.08557889294152557\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384130522\n", - " 3278 1181_niv_10045_812 A= 0.8001247384130522\n", - " 3279 1182_niv_812_816 A= -0.8001247384130522\n", - " 3249 1152_niv_816_812 A= 0.8001247384130522\n", - " 3250 1153_niv_812_10045 A= -0.8001247384130522\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384130522\n", - " 3247 1150_niv_812_10048 A= -0.8001247384130522\n", - " 3200 1103_niv_10048_812 A= 0.8001247384130522\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384130522\n", - " 3182 1085_niv_10047_812 A= 0.8001247384130522\n", - " 3147 1050_niv_812_10047 A= -0.8001247384130522\n", - " 898 952_SD_62_10048_812 A= -0.5824295210483169\n", - " 906 960_SD_62_10048_812 A= -0.5824295210483169\n", - " 902 956_SD_62_10048_812 A= -0.5824295210483169\n", - " 877 931_SD_60_10047_812 A= -0.5382993604088446\n", - " 885 939_SD_60_10047_812 A= -0.5382993604088446\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462257134 | finite: True\n", - "Y10009 = 546740.0760511148 | finite: True\n", - "Z10009 = 5080165.943775914 | finite: True\n", - "X10006 = 3794766.3379304 | finite: True\n", - "Y10006 = 546707.6254845177 | finite: True\n", - "Z10006 = 5080169.721716563 | finite: True\n", - "s0(10009-10006) = 32.68908408984683 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99512524\n", - "NH10014 = 4.00187151\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 5 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280378923286\n", - " 3097 4_gnssbz_0645_10037 dl = -0.046568926960389945\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280378953263\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529698222878\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811949997899\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344528136804\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807811949998552\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296638459267\n", - " 2991 4_gnssbx_0645_10037 dl = -0.035907137914705345\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255229935366\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288550224453246\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369605539206532\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444528135471046\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078010316065047\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949306244729\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159258840256825\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998615473403\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059302507339453\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.02350385222598561\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687323198468334\n", - " 2997 10_gnssbx_0656_10028 dl = 0.022120446371289404\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363279613865416\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062515329271264\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799543702742\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237426871972275\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850000056577\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004301486906684\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547283183037223\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.01912844974503969\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131582453847\n", - "N[j,j] = 18814001.64999284\n", - "sum|N[j,:]| = 559729054.1377215\n", - "cond(N) = 235752736.58114234\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165710605\n", - " -> max|dx_xyz| [m] = 1.7858430956456605e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072842815 dx -5.12859432612547e-07 new 3794850.707283769\n", - "PRE Y812 547011.1505548934 dx -7.38927899498114e-08 new 547011.1505548195\n", - "PRE Z812 5080075.028635394 dx -1.7756348211585802e-06 new 5080075.028633618\n", - "\n", - "============================================================\n", - "ITERATION 6\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846810101874\n", - " 898 952_SD_62_10048_812 A= 0.8047846810101874\n", - " 902 956_SD_62_10048_812 A= 0.8047846810101874\n", - " 906 960_SD_62_10048_812 A= 0.8047846810101874\n", - " 896 950_SD_61_10046_812 A= 0.7953984636843336\n", - " 890 944_SD_61_10046_812 A= 0.7953984636843336\n", - " 893 947_SD_61_10046_812 A= 0.7953984636843336\n", - " 881 935_SD_60_10047_812 A= 0.7885989915510128\n", - " 885 939_SD_60_10047_812 A= 0.7885989915510128\n", - " 877 931_SD_60_10047_812 A= 0.7885989915510128\n", - " 3182 1085_niv_10047_812 A= 0.5936974448845503\n", - " 3200 1103_niv_10048_812 A= 0.5936974448845503\n", - " 3147 1050_niv_812_10047 A= -0.5936974448845503\n", - " 3278 1181_niv_10045_812 A= 0.5936974448845503\n", - " 3279 1182_niv_812_816 A= -0.5936974448845503\n", - " 3249 1152_niv_816_812 A= 0.5936974448845503\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543548846424\n", - " 896 950_SD_61_10046_812 A= -0.3910543548846424\n", - " 893 947_SD_61_10046_812 A= -0.3910543548846424\n", - " 890 944_SD_61_10046_812 A= -0.3910543548846424\n", - " 885 939_SD_60_10047_812 A= -0.2972295902170483\n", - " 881 935_SD_60_10047_812 A= -0.2972295902170483\n", - " 877 931_SD_60_10047_812 A= -0.2972295902170483\n", - " 1889 947_R_61_10046_812 A= -0.176018585113612\n", - " 1892 950_R_61_10046_812 A= -0.176018585113612\n", - " 1886 944_R_61_10046_812 A= -0.176018585113612\n", - " 898 952_SD_62_10048_812 A= -0.11444417989770848\n", - " 902 956_SD_62_10048_812 A= -0.11444417989770848\n", - " 906 960_SD_62_10048_812 A= -0.11444417989770848\n", - " 3182 1085_niv_10047_812 A= 0.08557889294153721\n", - " 3279 1182_niv_812_816 A= -0.08557889294153721\n", - " 3249 1152_niv_816_812 A= 0.08557889294153721\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384129909\n", - " 3278 1181_niv_10045_812 A= 0.8001247384129909\n", - " 3279 1182_niv_812_816 A= -0.8001247384129909\n", - " 3249 1152_niv_816_812 A= 0.8001247384129909\n", - " 3250 1153_niv_812_10045 A= -0.8001247384129909\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384129909\n", - " 3247 1150_niv_812_10048 A= -0.8001247384129909\n", - " 3200 1103_niv_10048_812 A= 0.8001247384129909\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384129909\n", - " 3182 1085_niv_10047_812 A= 0.8001247384129909\n", - " 3147 1050_niv_812_10047 A= -0.8001247384129909\n", - " 898 952_SD_62_10048_812 A= -0.582429520971312\n", - " 906 960_SD_62_10048_812 A= -0.582429520971312\n", - " 902 956_SD_62_10048_812 A= -0.582429520971312\n", - " 877 931_SD_60_10047_812 A= -0.5382993602300965\n", - " 885 939_SD_60_10047_812 A= -0.5382993602300965\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462256621 | finite: True\n", - "Y10009 = 546740.076051041 | finite: True\n", - "Z10009 = 5080165.943774138 | finite: True\n", - "X10006 = 3794766.3379298854 | finite: True\n", - "Y10006 = 546707.6254844435 | finite: True\n", - "Z10006 = 5080169.721714785 | finite: True\n", - "s0(10009-10006) = 32.68908409004233 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99512351\n", - "NH10014 = 4.00186977\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 6 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280565187801\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892789171252\n", - " 3127 34_gnssbz_1675_10037 dl = -0.046042805652177776\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152997761965\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344529068126576\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.0379029654532701\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713884602792\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255043670851\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288550038188731\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369608333174256\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452906679362\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078008919081185\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759494459431153\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159260237240687\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987551717893\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059305301307177\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503853157308185\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.022120445905628117\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363277751220267\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625156086680363\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457994505704846\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237428734617424\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850000056577\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004301486906684\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547285045682372\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.01912845114202355\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.01825913169886917\n", - "N[j,j] = 18814001.64946744\n", - "sum|N[j,:]| = 559729054.1300573\n", - "cond(N) = 235752736.0134973\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981656843996\n", - " -> max|dx_xyz| [m] = 1.7789082755822651e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707283769 dx -5.159897368578873e-07 new 3794850.707283253\n", - "PRE Y812 547011.1505548195 dx -7.427581200978277e-08 new 547011.1505547452\n", - "PRE Z812 5080075.028633618 dx -1.7732866554825528e-06 new 5080075.028631845\n", - "\n", - "============================================================\n", - "ITERATION 7\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809565486\n", - " 898 952_SD_62_10048_812 A= 0.8047846809565486\n", - " 902 956_SD_62_10048_812 A= 0.8047846809565486\n", - " 906 960_SD_62_10048_812 A= 0.8047846809565486\n", - " 896 950_SD_61_10046_812 A= 0.7953984634069862\n", - " 890 944_SD_61_10046_812 A= 0.7953984634069862\n", - " 893 947_SD_61_10046_812 A= 0.7953984634069862\n", - " 881 935_SD_60_10047_812 A= 0.7885989914555107\n", - " 885 939_SD_60_10047_812 A= 0.7885989914555107\n", - " 877 931_SD_60_10047_812 A= 0.7885989914555107\n", - " 3182 1085_niv_10047_812 A= 0.5936974448846307\n", - " 3200 1103_niv_10048_812 A= 0.5936974448846307\n", - " 3147 1050_niv_812_10047 A= -0.5936974448846307\n", - " 3278 1181_niv_10045_812 A= 0.5936974448846307\n", - " 3279 1182_niv_812_816 A= -0.5936974448846307\n", - " 3249 1152_niv_816_812 A= 0.5936974448846307\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543549690963\n", - " 896 950_SD_61_10046_812 A= -0.3910543549690963\n", - " 893 947_SD_61_10046_812 A= -0.3910543549690963\n", - " 890 944_SD_61_10046_812 A= -0.3910543549690963\n", - " 885 939_SD_60_10047_812 A= -0.2972295902386709\n", - " 881 935_SD_60_10047_812 A= -0.2972295902386709\n", - " 877 931_SD_60_10047_812 A= -0.2972295902386709\n", - " 1889 947_R_61_10046_812 A= -0.17601858512309335\n", - " 1892 950_R_61_10046_812 A= -0.17601858512309335\n", - " 1886 944_R_61_10046_812 A= -0.17601858512309335\n", - " 898 952_SD_62_10048_812 A= -0.11444417990457555\n", - " 902 956_SD_62_10048_812 A= -0.11444417990457555\n", - " 906 960_SD_62_10048_812 A= -0.11444417990457555\n", - " 3182 1085_niv_10047_812 A= 0.0855788929415488\n", - " 3279 1182_niv_812_816 A= -0.0855788929415488\n", - " 3249 1152_niv_816_812 A= 0.0855788929415488\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384129301\n", - " 3278 1181_niv_10045_812 A= 0.8001247384129301\n", - " 3279 1182_niv_812_816 A= -0.8001247384129301\n", - " 3249 1152_niv_816_812 A= 0.8001247384129301\n", - " 3250 1153_niv_812_10045 A= -0.8001247384129301\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384129301\n", - " 3247 1150_niv_812_10048 A= -0.8001247384129301\n", - " 3200 1103_niv_10048_812 A= 0.8001247384129301\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384129301\n", - " 3182 1085_niv_10047_812 A= 0.8001247384129301\n", - " 3147 1050_niv_812_10047 A= -0.8001247384129301\n", - " 898 952_SD_62_10048_812 A= -0.5824295210440791\n", - " 906 960_SD_62_10048_812 A= -0.5824295210440791\n", - " 902 956_SD_62_10048_812 A= -0.5824295210440791\n", - " 877 931_SD_60_10047_812 A= -0.5382993603580661\n", - " 885 939_SD_60_10047_812 A= -0.5382993603580661\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622561075 | finite: True\n", - "Y10009 = 546740.076050967 | finite: True\n", - "Z10009 = 5080165.943772367 | finite: True\n", - "X10006 = 3794766.33792937 | finite: True\n", - "Y10006 = 546707.6254843693 | finite: True\n", - "Z10006 = 5080169.721713012 | finite: True\n", - "s0(10009-10006) = 32.68908408989905 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99512178\n", - "NH10014 = 4.00186805\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 7 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280285791028\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892602906737\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280285821005\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529791355135\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811949997899\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344527671142714\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807811949998552\n", - " 3103 10_gnssbz_0656_10028 dl = 0.037902964521947524\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713744904406\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255229935366\n", - " 3101 8_gnssbz_0656_10026 dl = 0.032885501313209886\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369605539206532\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452766980976\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078010781726334\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759492131124716\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159258840256825\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998615473403\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059302507339453\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.02350385408863076\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687322732807047\n", - " 2997 10_gnssbx_0656_10028 dl = 0.022120444974305542\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363279613865416\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625152361390064\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457996368349995\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237430597262573\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108849068734003\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004299624261535\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547285045682372\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128448813717114\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.01825913181528449\n", - "N[j,j] = 18814001.650208097\n", - "sum|N[j,:]| = 559729054.1355714\n", - "cond(N) = 235752735.9854076\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165667189\n", - " -> max|dx_xyz| [m] = 1.7772802519389656e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707283253 dx -5.129687002294696e-07 new 3794850.7072827397\n", - "PRE Y812 547011.1505547452 dx -7.380153211396174e-08 new 547011.1505546714\n", - "PRE Z812 5080075.028631845 dx -1.7719565933989776e-06 new 5080075.028630072\n", - "\n", - "============================================================\n", - "ITERATION 8\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809919478\n", - " 898 952_SD_62_10048_812 A= 0.8047846809919478\n", - " 902 956_SD_62_10048_812 A= 0.8047846809919478\n", - " 906 960_SD_62_10048_812 A= 0.8047846809919478\n", - " 896 950_SD_61_10046_812 A= 0.7953984632023693\n", - " 890 944_SD_61_10046_812 A= 0.7953984632023693\n", - " 893 947_SD_61_10046_812 A= 0.7953984632023693\n", - " 881 935_SD_60_10047_812 A= 0.7885989913755986\n", - " 885 939_SD_60_10047_812 A= 0.7885989913755986\n", - " 877 931_SD_60_10047_812 A= 0.7885989913755986\n", - " 3182 1085_niv_10047_812 A= 0.5936974448847111\n", - " 3200 1103_niv_10048_812 A= 0.5936974448847111\n", - " 3147 1050_niv_812_10047 A= -0.5936974448847111\n", - " 3278 1181_niv_10045_812 A= 0.5936974448847111\n", - " 3279 1182_niv_812_816 A= -0.5936974448847111\n", - " 3249 1152_niv_816_812 A= 0.5936974448847111\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435497890256\n", - " 896 950_SD_61_10046_812 A= -0.39105435497890256\n", - " 893 947_SD_61_10046_812 A= -0.39105435497890256\n", - " 890 944_SD_61_10046_812 A= -0.39105435497890256\n", - " 885 939_SD_60_10047_812 A= -0.29722959024696344\n", - " 881 935_SD_60_10047_812 A= -0.29722959024696344\n", - " 877 931_SD_60_10047_812 A= -0.29722959024696344\n", - " 1889 947_R_61_10046_812 A= -0.1760185851155835\n", - " 1892 950_R_61_10046_812 A= -0.1760185851155835\n", - " 1886 944_R_61_10046_812 A= -0.1760185851155835\n", - " 898 952_SD_62_10048_812 A= -0.11444417990123197\n", - " 902 956_SD_62_10048_812 A= -0.11444417990123197\n", - " 906 960_SD_62_10048_812 A= -0.11444417990123197\n", - " 3182 1085_niv_10047_812 A= 0.08557889294156043\n", - " 3279 1182_niv_812_816 A= -0.08557889294156043\n", - " 3249 1152_niv_816_812 A= 0.08557889294156043\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384128691\n", - " 3278 1181_niv_10045_812 A= 0.8001247384128691\n", - " 3279 1182_niv_812_816 A= -0.8001247384128691\n", - " 3249 1152_niv_816_812 A= 0.8001247384128691\n", - " 3250 1153_niv_812_10045 A= -0.8001247384128691\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384128691\n", - " 3247 1150_niv_812_10048 A= -0.8001247384128691\n", - " 3200 1103_niv_10048_812 A= 0.8001247384128691\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384128691\n", - " 3182 1085_niv_10047_812 A= 0.8001247384128691\n", - " 3147 1050_niv_812_10047 A= -0.8001247384128691\n", - " 898 952_SD_62_10048_812 A= -0.5824295209958228\n", - " 906 960_SD_62_10048_812 A= -0.5824295209958228\n", - " 902 956_SD_62_10048_812 A= -0.5824295209958228\n", - " 877 931_SD_60_10047_812 A= -0.5382993604705569\n", - " 885 939_SD_60_10047_812 A= -0.5382993604705569\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622555943 | finite: True\n", - "Y10009 = 546740.076050893 | finite: True\n", - "Z10009 = 5080165.943770595 | finite: True\n", - "X10006 = 3794766.337928855 | finite: True\n", - "Y10006 = 546707.6254842952 | finite: True\n", - "Z10006 = 5080169.721711238 | finite: True\n", - "s0(10009-10006) = 32.68908408997898 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99512005\n", - "NH10014 = 4.00186631\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 8 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280565187801\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892789171252\n", - " 3127 34_gnssbz_1675_10037 dl = -0.046042805652177776\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152997761965\n", - " 3115 22_gnssbz_0656_10054 dl = -0.040878117637333844\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452860246529\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807811763734037\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296731591525\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713838036663\n", - " 2995 8_gnssbx_0656_10026 dl = 0.034712551368031086\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288550038188731\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369608333174256\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444528601132333\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507800985040376\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759493528108578\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159259305918113\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987086056606\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059304369984602\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503851760324324\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687321801484472\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044683695069\n", - " 3013 26_gnssbx_0995_10026 dl = 0.02136327914820413\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062515515535779\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457994505704846\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.0202374259406497\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850000056577\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004301486906684\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547281320392074\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128450210700976\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131466038525\n", - "N[j,j] = 18814001.649783295\n", - "sum|N[j,:]| = 559729054.1353576\n", - "cond(N) = 235752736.34421775\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981657163435\n", - " -> max|dx_xyz| [m] = 1.7773897266975839e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072827397 dx -5.143818374081748e-07 new 3794850.707282225\n", - "PRE Y812 547011.1505546714 dx -7.444570810462594e-08 new 547011.150554597\n", - "PRE Z812 5080075.028630072 dx -1.7709964680245241e-06 new 5080075.028628301\n", - "\n", - "============================================================\n", - "ITERATION 9\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809298334\n", - " 898 952_SD_62_10048_812 A= 0.8047846809298334\n", - " 902 956_SD_62_10048_812 A= 0.8047846809298334\n", - " 906 960_SD_62_10048_812 A= 0.8047846809298334\n", - " 896 950_SD_61_10046_812 A= 0.7953984629319831\n", - " 890 944_SD_61_10046_812 A= 0.7953984629319831\n", - " 893 947_SD_61_10046_812 A= 0.7953984629319831\n", - " 881 935_SD_60_10047_812 A= 0.7885989912884522\n", - " 885 939_SD_60_10047_812 A= 0.7885989912884522\n", - " 877 931_SD_60_10047_812 A= 0.7885989912884522\n", - " 3182 1085_niv_10047_812 A= 0.5936974448847915\n", - " 3200 1103_niv_10048_812 A= 0.5936974448847915\n", - " 3147 1050_niv_812_10047 A= -0.5936974448847915\n", - " 3278 1181_niv_10045_812 A= 0.5936974448847915\n", - " 3279 1182_niv_812_816 A= -0.5936974448847915\n", - " 3249 1152_niv_816_812 A= 0.5936974448847915\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543550443987\n", - " 896 950_SD_61_10046_812 A= -0.3910543550443987\n", - " 893 947_SD_61_10046_812 A= -0.3910543550443987\n", - " 890 944_SD_61_10046_812 A= -0.3910543550443987\n", - " 885 939_SD_60_10047_812 A= -0.2972295902597407\n", - " 881 935_SD_60_10047_812 A= -0.2972295902597407\n", - " 877 931_SD_60_10047_812 A= -0.2972295902597407\n", - " 1889 947_R_61_10046_812 A= -0.1760185851282065\n", - " 1892 950_R_61_10046_812 A= -0.1760185851282065\n", - " 1886 944_R_61_10046_812 A= -0.1760185851282065\n", - " 898 952_SD_62_10048_812 A= -0.11444417990689376\n", - " 902 956_SD_62_10048_812 A= -0.11444417990689376\n", - " 906 960_SD_62_10048_812 A= -0.11444417990689376\n", - " 3182 1085_niv_10047_812 A= 0.08557889294157198\n", - " 3279 1182_niv_812_816 A= -0.08557889294157198\n", - " 3249 1152_niv_816_812 A= 0.08557889294157198\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384128084\n", - " 3278 1181_niv_10045_812 A= 0.8001247384128084\n", - " 3279 1182_niv_812_816 A= -0.8001247384128084\n", - " 3249 1152_niv_816_812 A= 0.8001247384128084\n", - " 3250 1153_niv_812_10045 A= -0.8001247384128084\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384128084\n", - " 3247 1150_niv_812_10048 A= -0.8001247384128084\n", - " 3200 1103_niv_10048_812 A= 0.8001247384128084\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384128084\n", - " 3182 1085_niv_10047_812 A= 0.8001247384128084\n", - " 3147 1050_niv_812_10047 A= -0.8001247384128084\n", - " 898 952_SD_62_10048_812 A= -0.582429521080538\n", - " 906 960_SD_62_10048_812 A= -0.582429521080538\n", - " 902 956_SD_62_10048_812 A= -0.582429521080538\n", - " 877 931_SD_60_10047_812 A= -0.5382993605911699\n", - " 885 939_SD_60_10047_812 A= -0.5382993605911699\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462255081 | finite: True\n", - "Y10009 = 546740.076050819 | finite: True\n", - "Z10009 = 5080165.943768826 | finite: True\n", - "X10006 = 3794766.3379283403 | finite: True\n", - "Y10006 = 546707.6254842208 | finite: True\n", - "Z10006 = 5080169.721709467 | finite: True\n", - "s0(10009-10006) = 32.68908409005082 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99511832\n", - "NH10014 = 4.00186459\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 9 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280285791028\n", - " 3097 4_gnssbz_0645_10037 dl = -0.046568925097744795\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280285821005\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529791355135\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087812043130157\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452720548143\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807812043130809\n", - " 3103 10_gnssbz_0656_10028 dl = 0.0379029654532701\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713698338277\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255229935366\n", - " 3101 8_gnssbz_0656_10026 dl = 0.032885501313209886\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369604607883957\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452720414847\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507801124738762\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759492131124716\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159258374595538\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998615473403\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059302507339453\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503855485614622\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687323198468334\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044543996683\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363280079526703\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625152361390064\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457996368349995\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237432459907723\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108849068734003\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004299624261535\n", - " 3107 14_gnssbz_0656_10059 dl = 0.01954728690832752\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128448813717114\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259132164530456\n", - "N[j,j] = 18814001.65038476\n", - "sum|N[j,:]| = 559729054.1374383\n", - "cond(N) = 235752736.1734025\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981656666936\n", - " -> max|dx_xyz| [m] = 1.7779922755135038e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707282225 dx -5.123922913318257e-07 new 3794850.707281713\n", - "PRE Y812 547011.150554597 dx -7.369828406982989e-08 new 547011.1505545233\n", - "PRE Z812 5080075.028628301 dx -1.7695409052270559e-06 new 5080075.028626531\n", - "\n", - "============================================================\n", - "ITERATION 10\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809834722\n", - " 898 952_SD_62_10048_812 A= 0.8047846809834722\n", - " 902 956_SD_62_10048_812 A= 0.8047846809834722\n", - " 906 960_SD_62_10048_812 A= 0.8047846809834722\n", - " 896 950_SD_61_10046_812 A= 0.7953984636843336\n", - " 890 944_SD_61_10046_812 A= 0.7953984636843336\n", - " 893 947_SD_61_10046_812 A= 0.7953984636843336\n", - " 881 935_SD_60_10047_812 A= 0.7885989914482764\n", - " 885 939_SD_60_10047_812 A= 0.7885989914482764\n", - " 877 931_SD_60_10047_812 A= 0.7885989914482764\n", - " 3182 1085_niv_10047_812 A= 0.5936974448848719\n", - " 3200 1103_niv_10048_812 A= 0.5936974448848719\n", - " 3147 1050_niv_812_10047 A= -0.5936974448848719\n", - " 3278 1181_niv_10045_812 A= 0.5936974448848719\n", - " 3279 1182_niv_812_816 A= -0.5936974448848719\n", - " 3249 1152_niv_816_812 A= 0.5936974448848719\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543548846424\n", - " 896 950_SD_61_10046_812 A= -0.3910543548846424\n", - " 893 947_SD_61_10046_812 A= -0.3910543548846424\n", - " 890 944_SD_61_10046_812 A= -0.3910543548846424\n", - " 885 939_SD_60_10047_812 A= -0.2972295902431556\n", - " 881 935_SD_60_10047_812 A= -0.2972295902431556\n", - " 877 931_SD_60_10047_812 A= -0.2972295902431556\n", - " 1889 947_R_61_10046_812 A= -0.1760185851136118\n", - " 1892 950_R_61_10046_812 A= -0.1760185851136118\n", - " 1886 944_R_61_10046_812 A= -0.1760185851136118\n", - " 898 952_SD_62_10048_812 A= -0.11444417990002671\n", - " 902 956_SD_62_10048_812 A= -0.11444417990002671\n", - " 906 960_SD_62_10048_812 A= -0.11444417990002671\n", - " 3182 1085_niv_10047_812 A= 0.08557889294158358\n", - " 3279 1182_niv_812_816 A= -0.08557889294158358\n", - " 3249 1152_niv_816_812 A= 0.08557889294158358\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384127474\n", - " 3278 1181_niv_10045_812 A= 0.8001247384127474\n", - " 3279 1182_niv_812_816 A= -0.8001247384127474\n", - " 3249 1152_niv_816_812 A= 0.8001247384127474\n", - " 3250 1153_niv_812_10045 A= -0.8001247384127474\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384127474\n", - " 3247 1150_niv_812_10048 A= -0.8001247384127474\n", - " 3200 1103_niv_10048_812 A= 0.8001247384127474\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384127474\n", - " 3182 1085_niv_10047_812 A= 0.8001247384127474\n", - " 3147 1050_niv_812_10047 A= -0.8001247384127474\n", - " 898 952_SD_62_10048_812 A= -0.5824295210077709\n", - " 906 960_SD_62_10048_812 A= -0.5824295210077709\n", - " 902 956_SD_62_10048_812 A= -0.5824295210077709\n", - " 877 931_SD_60_10047_812 A= -0.5382993603661882\n", - " 885 939_SD_60_10047_812 A= -0.5382993603661882\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622545657 | finite: True\n", - "Y10009 = 546740.0760507447 | finite: True\n", - "Z10009 = 5080165.943767051 | finite: True\n", - "X10006 = 3794766.337927834 | finite: True\n", - "Y10006 = 546707.6254841479 | finite: True\n", - "Z10006 = 5080169.7217077045 | finite: True\n", - "s0(10009-10006) = 32.68908408985059 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99511659\n", - "NH10014 = 4.00186286\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 10 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280378923286\n", - " 3097 4_gnssbz_0645_10037 dl = -0.046568926960389945\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280378953263\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529884487393\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452860246529\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296731591525\n", - " 2991 4_gnssbx_0645_10037 dl = -0.035907137914705345\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255043670851\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549945056474\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369606470529106\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444528601132333\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078008919081185\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949306244729\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159258840256825\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987086056606\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059302507339453\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503852691646898\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.022120446371289404\n", - " 3013 26_gnssbx_0995_10026 dl = 0.02136327868254284\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625154224035214\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457994505704846\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742780329485\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850000056577\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004301486906684\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547283183037223\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.01912844974503969\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131582453847\n", - "N[j,j] = 18814001.64979601\n", - "sum|N[j,:]| = 559729054.1346692\n", - "cond(N) = 235752736.36256608\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165691111\n", - " -> max|dx_xyz| [m] = 1.768095310216732e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707281713 dx -5.082639029552187e-07 new 3794850.707281205\n", - "PRE Y812 547011.1505545233 dx -7.330605910847415e-08 new 547011.15055445\n", - "PRE Z812 5080075.028626531 dx -1.759062702621502e-06 new 5080075.028624772\n", - "\n", - "============================================================\n", - "ITERATION 11\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846810339255\n", - " 898 952_SD_62_10048_812 A= 0.8047846810339255\n", - " 902 956_SD_62_10048_812 A= 0.8047846810339255\n", - " 906 960_SD_62_10048_812 A= 0.8047846810339255\n", - " 896 950_SD_61_10046_812 A= 0.7953984635456599\n", - " 890 944_SD_61_10046_812 A= 0.7953984635456599\n", - " 893 947_SD_61_10046_812 A= 0.7953984635456599\n", - " 881 935_SD_60_10047_812 A= 0.7885989915990907\n", - " 885 939_SD_60_10047_812 A= 0.7885989915990907\n", - " 877 931_SD_60_10047_812 A= 0.7885989915990907\n", - " 3182 1085_niv_10047_812 A= 0.5936974448849519\n", - " 3200 1103_niv_10048_812 A= 0.5936974448849519\n", - " 3147 1050_niv_812_10047 A= -0.5936974448849519\n", - " 3278 1181_niv_10045_812 A= 0.5936974448849519\n", - " 3279 1182_niv_812_816 A= -0.5936974448849519\n", - " 3249 1152_niv_816_812 A= 0.5936974448849519\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435492686935\n", - " 896 950_SD_61_10046_812 A= -0.39105435492686935\n", - " 893 947_SD_61_10046_812 A= -0.39105435492686935\n", - " 890 944_SD_61_10046_812 A= -0.39105435492686935\n", - " 885 939_SD_60_10047_812 A= -0.2972295902159633\n", - " 881 935_SD_60_10047_812 A= -0.2972295902159633\n", - " 877 931_SD_60_10047_812 A= -0.2972295902159633\n", - " 1889 947_R_61_10046_812 A= -0.17601858511835244\n", - " 1892 950_R_61_10046_812 A= -0.17601858511835244\n", - " 1886 944_R_61_10046_812 A= -0.17601858511835244\n", - " 898 952_SD_62_10048_812 A= -0.11444417989399232\n", - " 902 956_SD_62_10048_812 A= -0.11444417989399232\n", - " 906 960_SD_62_10048_812 A= -0.11444417989399232\n", - " 3182 1085_niv_10047_812 A= 0.08557889294159511\n", - " 3279 1182_niv_812_816 A= -0.08557889294159511\n", - " 3249 1152_niv_816_812 A= 0.08557889294159511\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384126868\n", - " 3278 1181_niv_10045_812 A= 0.8001247384126868\n", - " 3279 1182_niv_812_816 A= -0.8001247384126868\n", - " 3249 1152_niv_816_812 A= 0.8001247384126868\n", - " 3250 1153_niv_812_10045 A= -0.8001247384126868\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384126868\n", - " 3247 1150_niv_812_10048 A= -0.8001247384126868\n", - " 3200 1103_niv_10048_812 A= 0.8001247384126868\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384126868\n", - " 3182 1085_niv_10047_812 A= 0.8001247384126868\n", - " 3147 1050_niv_812_10047 A= -0.8001247384126868\n", - " 898 952_SD_62_10048_812 A= -0.5824295209392414\n", - " 906 960_SD_62_10048_812 A= -0.5824295209392414\n", - " 902 956_SD_62_10048_812 A= -0.5824295209392414\n", - " 877 931_SD_60_10047_812 A= -0.5382993601602621\n", - " 885 939_SD_60_10047_812 A= -0.5382993601602621\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622540586 | finite: True\n", - "Y10009 = 546740.0760506716 | finite: True\n", - "Z10009 = 5080165.943765293 | finite: True\n", - "X10006 = 3794766.3379273196 | finite: True\n", - "Y10006 = 546707.6254840738 | finite: True\n", - "Z10006 = 5080169.721705937 | finite: True\n", - "s0(10009-10006) = 32.689084090070594 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99511487\n", - "NH10014 = 4.00186114\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 11 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280192658771\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892416642222\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280192688748\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529698222878\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452720548143\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296731591525\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713651772148\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471254764274079\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549665659701\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369603676561383\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452720414847\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507800612511346\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949166546343\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159257443272963\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109985689072744\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059300644694304\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503853622969473\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044683695069\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363275888575117\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062515143006749\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457991711737122\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742966594\n", - " 3008 21_gnssbx_0656_10044 dl = 0.02010884953439529\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430055558411\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547284114359798\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128448348055827\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.01825913181528449\n", - "N[j,j] = 18814001.649923857\n", - "sum|N[j,:]| = 559729054.1348112\n", - "cond(N) = 235752736.08971876\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165666941\n", - " -> max|dx_xyz| [m] = 1.7756916900676645e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707281205 dx -5.166604901634713e-07 new 3794850.707280688\n", - "PRE Y812 547011.15055445 dx -7.443874585817488e-08 new 547011.1505543756\n", - "PRE Z812 5080075.028624772 dx -1.7746285998345189e-06 new 5080075.028622998\n", - "\n", - "============================================================\n", - "ITERATION 12\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809652324\n", - " 898 952_SD_62_10048_812 A= 0.8047846809652324\n", - " 902 956_SD_62_10048_812 A= 0.8047846809652324\n", - " 906 960_SD_62_10048_812 A= 0.8047846809652324\n", - " 896 950_SD_61_10046_812 A= 0.7953984633741014\n", - " 890 944_SD_61_10046_812 A= 0.7953984633741014\n", - " 893 947_SD_61_10046_812 A= 0.7953984633741014\n", - " 881 935_SD_60_10047_812 A= 0.7885989913046961\n", - " 885 939_SD_60_10047_812 A= 0.7885989913046961\n", - " 877 931_SD_60_10047_812 A= 0.7885989913046961\n", - " 3182 1085_niv_10047_812 A= 0.5936974448850323\n", - " 3200 1103_niv_10048_812 A= 0.5936974448850323\n", - " 3147 1050_niv_812_10047 A= -0.5936974448850323\n", - " 3278 1181_niv_10045_812 A= 0.5936974448850323\n", - " 3279 1182_niv_812_816 A= -0.5936974448850323\n", - " 3249 1152_niv_816_812 A= 0.5936974448850323\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543549969412\n", - " 896 950_SD_61_10046_812 A= -0.3910543549969412\n", - " 893 947_SD_61_10046_812 A= -0.3910543549969412\n", - " 890 944_SD_61_10046_812 A= -0.3910543549969412\n", - " 885 939_SD_60_10047_812 A= -0.2972295902658632\n", - " 881 935_SD_60_10047_812 A= -0.2972295902658632\n", - " 877 931_SD_60_10047_812 A= -0.2972295902658632\n", - " 1889 947_R_61_10046_812 A= -0.17601858513315946\n", - " 1892 950_R_61_10046_812 A= -0.17601858513315946\n", - " 1886 944_R_61_10046_812 A= -0.17601858513315946\n", - " 898 952_SD_62_10048_812 A= -0.11444417990355017\n", - " 902 956_SD_62_10048_812 A= -0.11444417990355017\n", - " 906 960_SD_62_10048_812 A= -0.11444417990355017\n", - " 3182 1085_niv_10047_812 A= 0.0855788929416067\n", - " 3279 1182_niv_812_816 A= -0.0855788929416067\n", - " 3249 1152_niv_816_812 A= 0.0855788929416067\n", - "Z812 j= 179 nnz= 37 maxabs= 0.800124738412626\n", - " 3278 1181_niv_10045_812 A= 0.800124738412626\n", - " 3279 1182_niv_812_816 A= -0.800124738412626\n", - " 3249 1152_niv_816_812 A= 0.800124738412626\n", - " 3250 1153_niv_812_10045 A= -0.800124738412626\n", - " 3246 1149_niv_FH3_812 A= 0.800124738412626\n", - " 3247 1150_niv_812_10048 A= -0.800124738412626\n", - " 3200 1103_niv_10048_812 A= 0.800124738412626\n", - " 3201 1104_niv_812_FH3 A= -0.800124738412626\n", - " 3182 1085_niv_10047_812 A= 0.800124738412626\n", - " 3147 1050_niv_812_10047 A= -0.800124738412626\n", - " 898 952_SD_62_10048_812 A= -0.5824295210322816\n", - " 906 960_SD_62_10048_812 A= -0.5824295210322816\n", - " 902 956_SD_62_10048_812 A= -0.5824295210322816\n", - " 877 931_SD_60_10047_812 A= -0.538299360563992\n", - " 885 939_SD_60_10047_812 A= -0.538299360563992\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462253544 | finite: True\n", - "Y10009 = 546740.0760505975 | finite: True\n", - "Z10009 = 5080165.943763521 | finite: True\n", - "X10006 = 3794766.337926809 | finite: True\n", - "Y10006 = 546707.6254840002 | finite: True\n", - "Z10006 = 5080169.72170417 | finite: True\n", - "s0(10009-10006) = 32.68908408999443 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99511315\n", - "NH10014 = 4.00185941\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 12 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280378923286\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892602906737\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280378953263\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152997761965\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811949997899\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452860246529\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807811949998552\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296731591525\n", - " 2991 4_gnssbx_0645_10037 dl = -0.035907137914705345\n", - " 2995 8_gnssbx_0656_10026 dl = 0.034712551368031086\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288550038188731\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369606470529106\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444528601132333\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078010316065047\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759493528108578\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159259305918113\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987551717893\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059303438662027\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503854554292047\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044683695069\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363279613865416\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625154224035214\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457996368349995\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237430597262573\n", - " 3008 21_gnssbx_0656_10044 dl = 0.02010884953439529\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430055558411\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547285045682372\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128450210700976\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131931699812\n", - "N[j,j] = 18814001.65105925\n", - "sum|N[j,:]| = 559729054.1440754\n", - "cond(N) = 235752736.02320945\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165683151\n", - " -> max|dx_xyz| [m] = 1.7761722508787232e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707280688 dx -5.135229005334281e-07 new 3794850.7072801744\n", - "PRE Y812 547011.1505543756 dx -7.407926885033033e-08 new 547011.1505543016\n", - "PRE Z812 5080075.028622998 dx -1.7718000753741807e-06 new 5080075.028621227\n", - "\n", - "============================================================\n", - "ITERATION 13\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809113854\n", - " 898 952_SD_62_10048_812 A= 0.8047846809113854\n", - " 902 956_SD_62_10048_812 A= 0.8047846809113854\n", - " 906 960_SD_62_10048_812 A= 0.8047846809113854\n", - " 896 950_SD_61_10046_812 A= 0.7953984631296386\n", - " 890 944_SD_61_10046_812 A= 0.7953984631296386\n", - " 893 947_SD_61_10046_812 A= 0.7953984631296386\n", - " 881 935_SD_60_10047_812 A= 0.7885989914482764\n", - " 885 939_SD_60_10047_812 A= 0.7885989914482764\n", - " 877 931_SD_60_10047_812 A= 0.7885989914482764\n", - " 3182 1085_niv_10047_812 A= 0.5936974448851126\n", - " 3200 1103_niv_10048_812 A= 0.5936974448851126\n", - " 3147 1050_niv_812_10047 A= -0.5936974448851126\n", - " 3278 1181_niv_10045_812 A= 0.5936974448851126\n", - " 3279 1182_niv_812_816 A= -0.5936974448851126\n", - " 3249 1152_niv_816_812 A= 0.5936974448851126\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435505355013\n", - " 896 950_SD_61_10046_812 A= -0.39105435505355013\n", - " 893 947_SD_61_10046_812 A= -0.39105435505355013\n", - " 890 944_SD_61_10046_812 A= -0.39105435505355013\n", - " 885 939_SD_60_10047_812 A= -0.2972295902431556\n", - " 881 935_SD_60_10047_812 A= -0.2972295902431556\n", - " 877 931_SD_60_10047_812 A= -0.2972295902431556\n", - " 1889 947_R_61_10046_812 A= -0.17601858513257435\n", - " 1892 950_R_61_10046_812 A= -0.17601858513257435\n", - " 1886 944_R_61_10046_812 A= -0.17601858513257435\n", - " 898 952_SD_62_10048_812 A= -0.11444417991264788\n", - " 902 956_SD_62_10048_812 A= -0.11444417991264788\n", - " 906 960_SD_62_10048_812 A= -0.11444417991264788\n", - " 3182 1085_niv_10047_812 A= 0.08557889294161829\n", - " 3279 1182_niv_812_816 A= -0.08557889294161829\n", - " 3249 1152_niv_816_812 A= 0.08557889294161829\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384125652\n", - " 3278 1181_niv_10045_812 A= 0.8001247384125652\n", - " 3279 1182_niv_812_816 A= -0.8001247384125652\n", - " 3249 1152_niv_816_812 A= 0.8001247384125652\n", - " 3250 1153_niv_812_10045 A= -0.8001247384125652\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384125652\n", - " 3247 1150_niv_812_10048 A= -0.8001247384125652\n", - " 3200 1103_niv_10048_812 A= 0.8001247384125652\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384125652\n", - " 3182 1085_niv_10047_812 A= 0.8001247384125652\n", - " 3147 1050_niv_812_10047 A= -0.8001247384125652\n", - " 898 952_SD_62_10048_812 A= -0.5824295211048982\n", - " 906 960_SD_62_10048_812 A= -0.5824295211048982\n", - " 902 956_SD_62_10048_812 A= -0.5824295211048982\n", - " 877 931_SD_60_10047_812 A= -0.5382993603661882\n", - " 885 939_SD_60_10047_812 A= -0.5382993603661882\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622530304 | finite: True\n", - "Y10009 = 546740.0760505234 | finite: True\n", - "Z10009 = 5080165.94376175 | finite: True\n", - "X10006 = 3794766.3379262937 | finite: True\n", - "Y10006 = 546707.6254839258 | finite: True\n", - "Z10006 = 5080169.721702396 | finite: True\n", - "s0(10009-10006) = 32.68908408997465 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99511142\n", - "NH10014 = 4.00185769\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 13 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280472055543\n", - " 3097 4_gnssbz_0645_10037 dl = -0.046568926960389945\n", - " 3127 34_gnssbz_1675_10037 dl = -0.0460428047208552\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152997761965\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087812043130157\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344528136804\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807812043130809\n", - " 3103 10_gnssbz_0656_10028 dl = 0.0379029654532701\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713744904406\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255276501495\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288550224453246\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.02736960740185168\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444528135471046\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507801171304891\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949306244729\n", - " 3015 28_gnssbx_0995_10037 dl = -0.02415925790893425\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987086056606\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059302507339453\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503853157308185\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687323198468334\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044543996683\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363281942171852\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062515515535779\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799729967257\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742780329485\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850465717865\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430241822926\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547283183037223\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.01912844974503969\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.01825913181528449\n", - "N[j,j] = 18814001.65098637\n", - "sum|N[j,:]| = 559729054.1429794\n", - "cond(N) = 235752735.8971842\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165660438\n", - " -> max|dx_xyz| [m] = 1.770446124655988e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072801744 dx -5.114291732670305e-07 new 3794850.707279663\n", - "PRE Y812 547011.1505543016 dx -7.36304478176789e-08 new 547011.150554228\n", - "PRE Z812 5080075.028621227 dx -1.7626540743000472e-06 new 5080075.028619464\n", - "\n", - "============================================================\n", - "ITERATION 14\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809567568\n", - " 898 952_SD_62_10048_812 A= 0.8047846809567568\n", - " 902 956_SD_62_10048_812 A= 0.8047846809567568\n", - " 906 960_SD_62_10048_812 A= 0.8047846809567568\n", - " 896 950_SD_61_10046_812 A= 0.7953984629648677\n", - " 890 944_SD_61_10046_812 A= 0.7953984629648677\n", - " 893 947_SD_61_10046_812 A= 0.7953984629648677\n", - " 881 935_SD_60_10047_812 A= 0.7885989913755986\n", - " 885 939_SD_60_10047_812 A= 0.7885989913755986\n", - " 877 931_SD_60_10047_812 A= 0.7885989913755986\n", - " 3182 1085_niv_10047_812 A= 0.5936974448851927\n", - " 3200 1103_niv_10048_812 A= 0.5936974448851927\n", - " 3147 1050_niv_812_10047 A= -0.5936974448851927\n", - " 3278 1181_niv_10045_812 A= 0.5936974448851927\n", - " 3279 1182_niv_812_816 A= -0.5936974448851927\n", - " 3249 1152_niv_816_812 A= 0.5936974448851927\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543550165538\n", - " 896 950_SD_61_10046_812 A= -0.3910543550165538\n", - " 893 947_SD_61_10046_812 A= -0.3910543550165538\n", - " 890 944_SD_61_10046_812 A= -0.3910543550165538\n", - " 885 939_SD_60_10047_812 A= -0.29722959024696344\n", - " 881 935_SD_60_10047_812 A= -0.29722959024696344\n", - " 877 931_SD_60_10047_812 A= -0.29722959024696344\n", - " 1889 947_R_61_10046_812 A= -0.1760185851181398\n", - " 1892 950_R_61_10046_812 A= -0.1760185851181398\n", - " 1886 944_R_61_10046_812 A= -0.1760185851181398\n", - " 898 952_SD_62_10048_812 A= -0.11444417990234491\n", - " 902 956_SD_62_10048_812 A= -0.11444417990234491\n", - " 906 960_SD_62_10048_812 A= -0.11444417990234491\n", - " 3182 1085_niv_10047_812 A= 0.08557889294162985\n", - " 3279 1182_niv_812_816 A= -0.08557889294162985\n", - " 3249 1152_niv_816_812 A= 0.08557889294162985\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384125045\n", - " 3278 1181_niv_10045_812 A= 0.8001247384125045\n", - " 3279 1182_niv_812_816 A= -0.8001247384125045\n", - " 3249 1152_niv_816_812 A= 0.8001247384125045\n", - " 3250 1153_niv_812_10045 A= -0.8001247384125045\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384125045\n", - " 3247 1150_niv_812_10048 A= -0.8001247384125045\n", - " 3200 1103_niv_10048_812 A= 0.8001247384125045\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384125045\n", - " 3182 1085_niv_10047_812 A= 0.8001247384125045\n", - " 3147 1050_niv_812_10047 A= -0.8001247384125045\n", - " 898 952_SD_62_10048_812 A= -0.5824295210442297\n", - " 906 960_SD_62_10048_812 A= -0.5824295210442297\n", - " 902 956_SD_62_10048_812 A= -0.5824295210442297\n", - " 877 931_SD_60_10047_812 A= -0.5382993604705569\n", - " 885 939_SD_60_10047_812 A= -0.5382993604705569\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.46225252 | finite: True\n", - "Y10009 = 546740.07605045 | finite: True\n", - "Z10009 = 5080165.94375999 | finite: True\n", - "X10006 = 3794766.337925781 | finite: True\n", - "Y10006 = 546707.6254838521 | finite: True\n", - "Z10006 = 5080169.721700633 | finite: True\n", - "s0(10009-10006) = 32.68908408996296 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.9951097\n", - "NH10014 = 4.00185596\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 14 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280285791028\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892416642222\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280285821005\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529791355135\n", - " 3115 22_gnssbz_0656_10054 dl = -0.040878115774688695\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452720548143\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807811577469522\n", - " 3103 10_gnssbz_0656_10028 dl = 0.0379029691785604\n", - " 2991 4_gnssbx_0645_10037 dl = -0.035907136052060196\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471254764274079\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549758791959\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369604607883957\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452720414847\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078007056436036\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759492131124716\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159257443272963\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998662039532\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059300644694304\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503853622969473\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687321335823185\n", - " 2997 10_gnssbx_0656_10028 dl = 0.022120447768273266\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363276819897692\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625152361390064\n", - " 3125 32_gnssbz_1675_10026 dl = 0.020457992643059697\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237428734617424\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108849068734003\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430055558411\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547283183037223\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128448348055827\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.01825913169886917\n", - "N[j,j] = 18814001.64977163\n", - "sum|N[j,:]| = 559729054.1336179\n", - "cond(N) = 235752735.80500528\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981656912556\n", - " -> max|dx_xyz| [m] = 1.7683791999962904e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707279663 dx -5.116889247590459e-07 new 3794850.7072791513\n", - "PRE Y812 547011.150554228 dx -7.382244788094546e-08 new 547011.1505541542\n", - "PRE Z812 5080075.028619464 dx -1.7615735271416506e-06 new 5080075.028617702\n", - "\n", - "============================================================\n", - "ITERATION 15\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809082\n", - " 898 952_SD_62_10048_812 A= 0.8047846809082\n", - " 902 956_SD_62_10048_812 A= 0.8047846809082\n", - " 906 960_SD_62_10048_812 A= 0.8047846809082\n", - " 896 950_SD_61_10046_812 A= 0.7953984627863482\n", - " 890 944_SD_61_10046_812 A= 0.7953984627863482\n", - " 893 947_SD_61_10046_812 A= 0.7953984627863482\n", - " 881 935_SD_60_10047_812 A= 0.7885989913046961\n", - " 885 939_SD_60_10047_812 A= 0.7885989913046961\n", - " 877 931_SD_60_10047_812 A= 0.7885989913046961\n", - " 3182 1085_niv_10047_812 A= 0.5936974448852724\n", - " 3200 1103_niv_10048_812 A= 0.5936974448852724\n", - " 3147 1050_niv_812_10047 A= -0.5936974448852724\n", - " 3278 1181_niv_10045_812 A= 0.5936974448852724\n", - " 3279 1182_niv_812_816 A= -0.5936974448852724\n", - " 3249 1152_niv_816_812 A= 0.5936974448852724\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435510558345\n", - " 896 950_SD_61_10046_812 A= -0.39105435510558345\n", - " 893 947_SD_61_10046_812 A= -0.39105435510558345\n", - " 890 944_SD_61_10046_812 A= -0.39105435510558345\n", - " 885 939_SD_60_10047_812 A= -0.2972295902658632\n", - " 881 935_SD_60_10047_812 A= -0.2972295902658632\n", - " 877 931_SD_60_10047_812 A= -0.2972295902658632\n", - " 1889 947_R_61_10046_812 A= -0.17601858512980523\n", - " 1892 950_R_61_10046_812 A= -0.17601858512980523\n", - " 1886 944_R_61_10046_812 A= -0.17601858512980523\n", - " 898 952_SD_62_10048_812 A= -0.11444417991348058\n", - " 902 956_SD_62_10048_812 A= -0.11444417991348058\n", - " 906 960_SD_62_10048_812 A= -0.11444417991348058\n", - " 3182 1085_niv_10047_812 A= 0.08557889294164134\n", - " 3279 1182_niv_812_816 A= -0.08557889294164134\n", - " 3249 1152_niv_816_812 A= 0.08557889294164134\n", - "Z812 j= 179 nnz= 37 maxabs= 0.800124738412444\n", - " 3278 1181_niv_10045_812 A= 0.800124738412444\n", - " 3279 1182_niv_812_816 A= -0.800124738412444\n", - " 3249 1152_niv_816_812 A= 0.800124738412444\n", - " 3250 1153_niv_812_10045 A= -0.800124738412444\n", - " 3246 1149_niv_FH3_812 A= 0.800124738412444\n", - " 3247 1150_niv_812_10048 A= -0.800124738412444\n", - " 3200 1103_niv_10048_812 A= 0.800124738412444\n", - " 3201 1104_niv_812_FH3 A= -0.800124738412444\n", - " 3182 1085_niv_10047_812 A= 0.800124738412444\n", - " 3147 1050_niv_812_10047 A= -0.800124738412444\n", - " 898 952_SD_62_10048_812 A= -0.5824295211091359\n", - " 906 960_SD_62_10048_812 A= -0.5824295211091359\n", - " 902 956_SD_62_10048_812 A= -0.5824295211091359\n", - " 877 931_SD_60_10047_812 A= -0.538299360563992\n", - " 885 939_SD_60_10047_812 A= -0.538299360563992\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462252005 | finite: True\n", - "Y10009 = 546740.0760503757 | finite: True\n", - "Z10009 = 5080165.943758223 | finite: True\n", - "X10006 = 3794766.3379252697 | finite: True\n", - "Y10006 = 546707.6254837783 | finite: True\n", - "Z10006 = 5080169.721698871 | finite: True\n", - "s0(10009-10006) = 32.68908408991074 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99510798\n", - "NH10014 = 4.00185425\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 15 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280285791028\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892416642222\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280285821005\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529791355135\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087812043130157\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344527671142714\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807812043130809\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296638459267\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713651772148\n", - " 2995 8_gnssbx_0656_10026 dl = 0.034712549971047224\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549851924216\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369605539206532\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452766980976\n", - " 3019 32_gnssbx_1675_10026 dl = 0.025078008453419898\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759492131124716\n", - " 3015 28_gnssbx_0995_10037 dl = -0.02415925651195039\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998615473403\n", - " 3121 28_gnssbz_0995_10037 dl = -0.02405929971337173\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503853157308185\n", - " 3007 20_gnssbx_0656_10054 dl = -0.022687322732807047\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044683695069\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363279613865416\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625152361390064\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799357438227\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742780329485\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850931379152\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430241822926\n", - " 3107 14_gnssbz_0656_10059 dl = 0.01954728225171465\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128448348055827\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.01825913169886917\n", - "N[j,j] = 18814001.650933623\n", - "sum|N[j,:]| = 559729054.1451315\n", - "cond(N) = 235752736.07730228\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165663013\n", - " -> max|dx_xyz| [m] = 1.7676218830764042e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072791513 dx -5.088763349404209e-07 new 3794850.7072786423\n", - "PRE Y812 547011.1505541542 dx -7.342349083036348e-08 new 547011.1505540807\n", - "PRE Z812 5080075.028617702 dx -1.7609233470161881e-06 new 5080075.028615941\n", - "\n", - "============================================================\n", - "ITERATION 16\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809533633\n", - " 898 952_SD_62_10048_812 A= 0.8047846809533633\n", - " 902 956_SD_62_10048_812 A= 0.8047846809533633\n", - " 906 960_SD_62_10048_812 A= 0.8047846809533633\n", - " 896 950_SD_61_10046_812 A= 0.795398462680559\n", - " 890 944_SD_61_10046_812 A= 0.795398462680559\n", - " 893 947_SD_61_10046_812 A= 0.795398462680559\n", - " 881 935_SD_60_10047_812 A= 0.7885989914555107\n", - " 885 939_SD_60_10047_812 A= 0.7885989914555107\n", - " 877 931_SD_60_10047_812 A= 0.7885989914555107\n", - " 3182 1085_niv_10047_812 A= 0.5936974448853526\n", - " 3200 1103_niv_10048_812 A= 0.5936974448853526\n", - " 3147 1050_niv_812_10047 A= -0.5936974448853526\n", - " 3278 1181_niv_10045_812 A= 0.5936974448853526\n", - " 3279 1182_niv_812_816 A= -0.5936974448853526\n", - " 3249 1152_niv_816_812 A= 0.5936974448853526\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435511996545\n", - " 896 950_SD_61_10046_812 A= -0.39105435511996545\n", - " 893 947_SD_61_10046_812 A= -0.39105435511996545\n", - " 890 944_SD_61_10046_812 A= -0.39105435511996545\n", - " 885 939_SD_60_10047_812 A= -0.2972295902386709\n", - " 881 935_SD_60_10047_812 A= -0.2972295902386709\n", - " 877 931_SD_60_10047_812 A= -0.2972295902386709\n", - " 1889 947_R_61_10046_812 A= -0.17601858512447946\n", - " 1892 950_R_61_10046_812 A= -0.17601858512447946\n", - " 1886 944_R_61_10046_812 A= -0.17601858512447946\n", - " 898 952_SD_62_10048_812 A= -0.11444417990540826\n", - " 902 956_SD_62_10048_812 A= -0.11444417990540826\n", - " 906 960_SD_62_10048_812 A= -0.11444417990540826\n", - " 3182 1085_niv_10047_812 A= 0.08557889294165287\n", - " 3279 1182_niv_812_816 A= -0.08557889294165287\n", - " 3249 1152_niv_816_812 A= 0.08557889294165287\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384123833\n", - " 3278 1181_niv_10045_812 A= 0.8001247384123833\n", - " 3279 1182_niv_812_816 A= -0.8001247384123833\n", - " 3249 1152_niv_816_812 A= 0.8001247384123833\n", - " 3250 1153_niv_812_10045 A= -0.8001247384123833\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384123833\n", - " 3247 1150_niv_812_10048 A= -0.8001247384123833\n", - " 3200 1103_niv_10048_812 A= 0.8001247384123833\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384123833\n", - " 3182 1085_niv_10047_812 A= 0.8001247384123833\n", - " 3147 1050_niv_812_10047 A= -0.8001247384123833\n", - " 898 952_SD_62_10048_812 A= -0.5824295210483169\n", - " 906 960_SD_62_10048_812 A= -0.5824295210483169\n", - " 902 956_SD_62_10048_812 A= -0.5824295210483169\n", - " 877 931_SD_60_10047_812 A= -0.5382993603580661\n", - " 885 939_SD_60_10047_812 A= -0.5382993603580661\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.462251498 | finite: True\n", - "Y10009 = 546740.0760503026 | finite: True\n", - "Z10009 = 5080165.943756465 | finite: True\n", - "X10006 = 3794766.3379247603 | finite: True\n", - "Y10006 = 546707.6254837048 | finite: True\n", - "Z10006 = 5080169.72169711 | finite: True\n", - "s0(10009-10006) = 32.68908409001461 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99510626\n", - "NH10014 = 4.00185253\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 16 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280378923286\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892602906737\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280378953263\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152997761965\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811949997899\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344528136804\n", - " 3113 20_gnssbz_0656_10054 dl = -0.03807811949998552\n", - " 3103 10_gnssbz_0656_10028 dl = 0.03790296824723782\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713698338277\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471254903972465\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549758791959\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369606470529106\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444528135471046\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507800798775861\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949306244729\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159257443272963\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109987086056606\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059301576016878\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.02350385408863076\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044730261198\n", - " 3013 26_gnssbx_0995_10026 dl = 0.02136327868254284\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625154224035214\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799357438227\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.02023742966594\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108850465717865\n", - " 3114 21_gnssbz_0656_10044 dl = 0.020004301486906684\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547284114359798\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.01912844974503969\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259131931699812\n", - "N[j,j] = 18814001.65035861\n", - "sum|N[j,:]| = 559729054.1380947\n", - "cond(N) = 235752736.281838\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165650439\n", - " -> max|dx_xyz| [m] = 1.766171788778924e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072786423 dx -5.087976806846225e-07 new 3794850.7072781334\n", - "PRE Y812 547011.1505540807 dx -7.342237054994813e-08 new 547011.1505540073\n", - "PRE Z812 5080075.028615941 dx -1.7588550995817207e-06 new 5080075.028614182\n", - "\n", - "============================================================\n", - "ITERATION 17\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809951331\n", - " 898 952_SD_62_10048_812 A= 0.8047846809951331\n", - " 902 956_SD_62_10048_812 A= 0.8047846809951331\n", - " 906 960_SD_62_10048_812 A= 0.8047846809951331\n", - " 896 950_SD_61_10046_812 A= 0.7953984634468321\n", - " 890 944_SD_61_10046_812 A= 0.7953984634468321\n", - " 893 947_SD_61_10046_812 A= 0.7953984634468321\n", - " 881 935_SD_60_10047_812 A= 0.7885989913755986\n", - " 885 939_SD_60_10047_812 A= 0.7885989913755986\n", - " 877 931_SD_60_10047_812 A= 0.7885989913755986\n", - " 3182 1085_niv_10047_812 A= 0.5936974448854325\n", - " 3200 1103_niv_10048_812 A= 0.5936974448854325\n", - " 3147 1050_niv_812_10047 A= -0.5936974448854325\n", - " 3278 1181_niv_10045_812 A= 0.5936974448854325\n", - " 3279 1182_niv_812_816 A= -0.5936974448854325\n", - " 3249 1152_niv_816_812 A= 0.5936974448854325\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543549222936\n", - " 896 950_SD_61_10046_812 A= -0.3910543549222936\n", - " 893 947_SD_61_10046_812 A= -0.3910543549222936\n", - " 890 944_SD_61_10046_812 A= -0.3910543549222936\n", - " 885 939_SD_60_10047_812 A= -0.29722959024696344\n", - " 881 935_SD_60_10047_812 A= -0.29722959024696344\n", - " 877 931_SD_60_10047_812 A= -0.29722959024696344\n", - " 1889 947_R_61_10046_812 A= -0.17601858511616808\n", - " 1892 950_R_61_10046_812 A= -0.17601858511616808\n", - " 1886 944_R_61_10046_812 A= -0.17601858511616808\n", - " 898 952_SD_62_10048_812 A= -0.11444417990039928\n", - " 902 956_SD_62_10048_812 A= -0.11444417990039928\n", - " 906 960_SD_62_10048_812 A= -0.11444417990039928\n", - " 3182 1085_niv_10047_812 A= 0.08557889294166439\n", - " 3279 1182_niv_812_816 A= -0.08557889294166439\n", - " 3249 1152_niv_816_812 A= 0.08557889294166439\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384123228\n", - " 3278 1181_niv_10045_812 A= 0.8001247384123228\n", - " 3279 1182_niv_812_816 A= -0.8001247384123228\n", - " 3249 1152_niv_816_812 A= 0.8001247384123228\n", - " 3250 1153_niv_812_10045 A= -0.8001247384123228\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384123228\n", - " 3247 1150_niv_812_10048 A= -0.8001247384123228\n", - " 3200 1103_niv_10048_812 A= 0.8001247384123228\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384123228\n", - " 3182 1085_niv_10047_812 A= 0.8001247384123228\n", - " 3147 1050_niv_812_10047 A= -0.8001247384123228\n", - " 898 952_SD_62_10048_812 A= -0.582429520991585\n", - " 906 960_SD_62_10048_812 A= -0.582429520991585\n", - " 902 956_SD_62_10048_812 A= -0.582429520991585\n", - " 877 931_SD_60_10047_812 A= -0.5382993604705569\n", - " 885 939_SD_60_10047_812 A= -0.5382993604705569\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622509894 | finite: True\n", - "Y10009 = 546740.0760502294 | finite: True\n", - "Z10009 = 5080165.943754707 | finite: True\n", - "X10006 = 3794766.3379242504 | finite: True\n", - "Y10006 = 546707.6254836314 | finite: True\n", - "Z10006 = 5080169.7216953505 | finite: True\n", - "s0(10009-10006) = 32.68908409007853 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99510454\n", - "NH10014 = 4.00185081\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 17 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280006394256\n", - " 3097 4_gnssbz_0645_10037 dl = -0.0465689213724545\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280006424233\n", - " 3109 16_gnssbz_0656_10037 dl = -0.0415152960509062\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452627415885\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.037902962659302375\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713512073762\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255229935366\n", - " 3101 8_gnssbz_0656_10026 dl = 0.032885501313209886\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369602745238808\n", - " 3021 34_gnssbx_1675_10037 dl = -0.026444526272825897\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507801124738762\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759490734140854\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159255580627814\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109985223411456\n", - " 3121 28_gnssbz_0995_10037 dl = -0.02405929785072658\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503855019953335\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.022120444042982967\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363281942171852\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062514956742234\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799729967257\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237431528585148\n", - " 3008 21_gnssbx_0656_10044 dl = 0.02010884953439529\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430055558411\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547285045682372\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128446951071965\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259132048115134\n", - "N[j,j] = 18814001.64972958\n", - "sum|N[j,:]| = 559729054.1338071\n", - "cond(N) = 235752736.09435067\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165717413\n", - " -> max|dx_xyz| [m] = 1.7667857768670774e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072781334 dx -5.144163058817592e-07 new 3794850.707277619\n", - "PRE Y812 547011.1505540073 dx -7.417298152013132e-08 new 547011.1505539331\n", - "PRE Z812 5080075.028614182 dx -1.7657701395668477e-06 new 5080075.028612416\n", - "\n", - "============================================================\n", - "ITERATION 18\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809264398\n", - " 898 952_SD_62_10048_812 A= 0.8047846809264398\n", - " 902 956_SD_62_10048_812 A= 0.8047846809264398\n", - " 906 960_SD_62_10048_812 A= 0.8047846809264398\n", - " 896 950_SD_61_10046_812 A= 0.7953984624032117\n", - " 890 944_SD_61_10046_812 A= 0.7953984624032117\n", - " 893 947_SD_61_10046_812 A= 0.7953984624032117\n", - " 881 935_SD_60_10047_812 A= 0.7885989913119308\n", - " 885 939_SD_60_10047_812 A= 0.7885989913119308\n", - " 877 931_SD_60_10047_812 A= 0.7885989913119308\n", - " 3182 1085_niv_10047_812 A= 0.5936974448855123\n", - " 3200 1103_niv_10048_812 A= 0.5936974448855123\n", - " 3147 1050_niv_812_10047 A= -0.5936974448855123\n", - " 3278 1181_niv_10045_812 A= 0.5936974448855123\n", - " 3279 1182_niv_812_816 A= -0.5936974448855123\n", - " 3249 1152_niv_816_812 A= 0.5936974448855123\n", - "Y812 j= 178 nnz= 37 maxabs= 0.3910543552044194\n", - " 896 950_SD_61_10046_812 A= -0.3910543552044194\n", - " 893 947_SD_61_10046_812 A= -0.3910543552044194\n", - " 890 944_SD_61_10046_812 A= -0.3910543552044194\n", - " 885 939_SD_60_10047_812 A= -0.2972295902613786\n", - " 881 935_SD_60_10047_812 A= -0.2972295902613786\n", - " 877 931_SD_60_10047_812 A= -0.2972295902613786\n", - " 1889 947_R_61_10046_812 A= -0.1760185851339608\n", - " 1892 950_R_61_10046_812 A= -0.1760185851339608\n", - " 1886 944_R_61_10046_812 A= -0.1760185851339608\n", - " 898 952_SD_62_10048_812 A= -0.11444417990995712\n", - " 902 956_SD_62_10048_812 A= -0.11444417990995712\n", - " 906 960_SD_62_10048_812 A= -0.11444417990995712\n", - " 3182 1085_niv_10047_812 A= 0.0855788929416759\n", - " 3279 1182_niv_812_816 A= -0.0855788929416759\n", - " 3249 1152_niv_816_812 A= 0.0855788929416759\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384122624\n", - " 3278 1181_niv_10045_812 A= 0.8001247384122624\n", - " 3279 1182_niv_812_816 A= -0.8001247384122624\n", - " 3249 1152_niv_816_812 A= 0.8001247384122624\n", - " 3250 1153_niv_812_10045 A= -0.8001247384122624\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384122624\n", - " 3247 1150_niv_812_10048 A= -0.8001247384122624\n", - " 3200 1103_niv_10048_812 A= 0.8001247384122624\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384122624\n", - " 3182 1085_niv_10047_812 A= 0.8001247384122624\n", - " 3147 1050_niv_812_10047 A= -0.8001247384122624\n", - " 898 952_SD_62_10048_812 A= -0.5824295210846252\n", - " 906 960_SD_62_10048_812 A= -0.5824295210846252\n", - " 902 956_SD_62_10048_812 A= -0.5824295210846252\n", - " 877 931_SD_60_10047_812 A= -0.5382993605558701\n", - " 885 939_SD_60_10047_812 A= -0.5382993605558701\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622504767 | finite: True\n", - "Y10009 = 546740.0760501553 | finite: True\n", - "Z10009 = 5080165.943752944 | finite: True\n", - "X10006 = 3794766.3379237414 | finite: True\n", - "Y10006 = 546707.6254835579 | finite: True\n", - "Z10006 = 5080169.721693591 | finite: True\n", - "s0(10009-10006) = 32.68908408991074 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.99510283\n", - "NH10014 = 4.00184909\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 18 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280285791028\n", - " 3097 4_gnssbz_0645_10037 dl = -0.04656892416642222\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280285821005\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529884487393\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.03834452720548143\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.0379029654532701\n", - " 2991 4_gnssbx_0645_10037 dl = -0.03590713558639891\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255043670851\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288549945056474\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369605539206532\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452720414847\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507800985040376\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.02475949166546343\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159256977611676\n", - " 3003 16_gnssbx_0656_10037 dl = -0.02410998662039532\n", - " 3121 28_gnssbz_0995_10037 dl = -0.024059300644694304\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.023503855485614622\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044543996683\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363280079526703\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.020625152361390064\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799543702742\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237432459907723\n", - " 3008 21_gnssbx_0656_10044 dl = 0.02010884953439529\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000430055558411\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547285977004947\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128448348055827\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259132048115134\n", - "N[j,j] = 18814001.650982406\n", - "sum|N[j,:]| = 559729054.1420182\n", - "cond(N) = 235752735.95804003\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.84298165665402\n", - " -> max|dx_xyz| [m] = 1.7651356084068992e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.707277619 dx -5.068981235482765e-07 new 3794850.7072771117\n", - "PRE Y812 547011.1505539331 dx -7.301874990356058e-08 new 547011.1505538601\n", - "PRE Z812 5080075.028612416 dx -1.7553140111424028e-06 new 5080075.028610661\n", - "\n", - "============================================================\n", - "ITERATION 19\n", - " -> berechne A(x_k)\n", - "X812 j= 177 nnz= 37 maxabs= 0.8047846809686259\n", - " 898 952_SD_62_10048_812 A= 0.8047846809686259\n", - " 902 956_SD_62_10048_812 A= 0.8047846809686259\n", - " 906 960_SD_62_10048_812 A= 0.8047846809686259\n", - " 896 950_SD_61_10046_812 A= 0.7953984632683124\n", - " 890 944_SD_61_10046_812 A= 0.7953984632683124\n", - " 893 947_SD_61_10046_812 A= 0.7953984632683124\n", - " 881 935_SD_60_10047_812 A= 0.7885989914566318\n", - " 885 939_SD_60_10047_812 A= 0.7885989914566318\n", - " 877 931_SD_60_10047_812 A= 0.7885989914566318\n", - " 3182 1085_niv_10047_812 A= 0.5936974448855922\n", - " 3200 1103_niv_10048_812 A= 0.5936974448855922\n", - " 3147 1050_niv_812_10047 A= -0.5936974448855922\n", - " 3278 1181_niv_10045_812 A= 0.5936974448855922\n", - " 3279 1182_niv_812_816 A= -0.5936974448855922\n", - " 3249 1152_niv_816_812 A= 0.5936974448855922\n", - "Y812 j= 178 nnz= 37 maxabs= 0.39105435501132324\n", - " 896 950_SD_61_10046_812 A= -0.39105435501132324\n", - " 893 947_SD_61_10046_812 A= -0.39105435501132324\n", - " 890 944_SD_61_10046_812 A= -0.39105435501132324\n", - " 885 939_SD_60_10047_812 A= -0.29722959023431017\n", - " 881 935_SD_60_10047_812 A= -0.29722959023431017\n", - " 877 931_SD_60_10047_812 A= -0.29722959023431017\n", - " 1889 947_R_61_10046_812 A= -0.17601858512783342\n", - " 1892 950_R_61_10046_812 A= -0.17601858512783342\n", - " 1886 944_R_61_10046_812 A= -0.17601858512783342\n", - " 898 952_SD_62_10048_812 A= -0.11444417990048683\n", - " 902 956_SD_62_10048_812 A= -0.11444417990048683\n", - " 906 960_SD_62_10048_812 A= -0.11444417990048683\n", - " 3182 1085_niv_10047_812 A= 0.08557889294168743\n", - " 3279 1182_niv_812_816 A= -0.08557889294168743\n", - " 3249 1152_niv_816_812 A= 0.08557889294168743\n", - "Z812 j= 179 nnz= 37 maxabs= 0.8001247384122018\n", - " 3278 1181_niv_10045_812 A= 0.8001247384122018\n", - " 3279 1182_niv_812_816 A= -0.8001247384122018\n", - " 3249 1152_niv_816_812 A= 0.8001247384122018\n", - " 3250 1153_niv_812_10045 A= -0.8001247384122018\n", - " 3246 1149_niv_FH3_812 A= 0.8001247384122018\n", - " 3247 1150_niv_812_10048 A= -0.8001247384122018\n", - " 3200 1103_niv_10048_812 A= 0.8001247384122018\n", - " 3201 1104_niv_812_FH3 A= -0.8001247384122018\n", - " 3182 1085_niv_10047_812 A= 0.8001247384122018\n", - " 3147 1050_niv_812_10047 A= -0.8001247384122018\n", - " 898 952_SD_62_10048_812 A= -0.5824295210281945\n", - " 906 960_SD_62_10048_812 A= -0.5824295210281945\n", - " 902 956_SD_62_10048_812 A= -0.5824295210281945\n", - " 877 931_SD_60_10047_812 A= -0.5382993603588314\n", - " 885 939_SD_60_10047_812 A= -0.5382993603588314\n", - "lA-check (erste 10):\n", - "('lA_X0645', 279, 'X0645', 1.0)\n", - "('lA_X0656', 280, 'X0656', 1.0)\n", - "('lA_X0995', 281, 'X0995', 1.0)\n", - "('lA_X1675', 282, 'X1675', 1.0)\n", - "('lA_XESTE', 283, 'XESTE', 1.0)\n", - "('lA_XGNA2', 284, 'XGNA2', 1.0)\n", - "('lA_Y0645', 285, 'Y0645', 1.0)\n", - "('lA_Y0656', 286, 'Y0656', 1.0)\n", - "('lA_Y0995', 287, 'Y0995', 1.0)\n", - "('lA_Y1675', 288, 'Y1675', 1.0)\n", - "X10009 = 3794767.4622499663 | finite: True\n", - "Y10009 = 546740.0760500819 | finite: True\n", - "Z10009 = 5080165.943751183 | finite: True\n", - "X10006 = 3794766.3379232287 | finite: True\n", - "Y10006 = 546707.6254834841 | finite: True\n", - "Z10006 = 5080169.721691828 | finite: True\n", - "s0(10009-10006) = 32.68908409001461 | finite: True\n", - " -> berechne l0(x_k)\n", - "CHECK 957_niv_10012_10014 -> nicht im Beobachtungsvektor (Niv aktuell entfernt) -> skip\n", - "NH10012 = 3.9951011\n", - "NH10014 = 4.00184738\n", - "None\n", - "None\n", - "None\n", - " -> löse Ausgleichung\n", - "\n", - "TOP |dl| (Iteration 19 ):\n", - " 3129 36_gnssbz_1675_10037 dl = -0.04814280006394256\n", - " 3097 4_gnssbz_0645_10037 dl = -0.0465689213724545\n", - " 3127 34_gnssbz_1675_10037 dl = -0.04604280006424233\n", - " 3109 16_gnssbz_0656_10037 dl = -0.04151529698222878\n", - " 3115 22_gnssbz_0656_10054 dl = -0.04087811856865642\n", - " 3023 36_gnssbx_1675_10037 dl = -0.038344525808497565\n", - " 3113 20_gnssbz_0656_10054 dl = -0.038078118568662944\n", - " 3103 10_gnssbz_0656_10028 dl = 0.0379029654532701\n", - " 2991 4_gnssbx_0645_10037 dl = -0.035907134655076334\n", - " 2995 8_gnssbx_0656_10026 dl = 0.03471255183369237\n", - " 3101 8_gnssbz_0656_10026 dl = 0.03288550038188731\n", - " 3135 42_gnssbz_ESTE_10037 dl = -0.027369601813916233\n", - " 3021 34_gnssbx_1675_10037 dl = -0.02644452580716461\n", - " 3019 32_gnssbx_1675_10026 dl = 0.02507801171304891\n", - " 3029 42_gnssbx_ESTE_10037 dl = -0.024759490268479567\n", - " 3015 28_gnssbx_0995_10037 dl = -0.024159255580627814\n", - " 3003 16_gnssbx_0656_10037 dl = -0.024109985689072744\n", - " 3121 28_gnssbz_0995_10037 dl = -0.02405929785072658\n", - " 3038 51_gnssbx_GNA2_10059 dl = 0.02350385595127591\n", - " 3007 20_gnssbx_0656_10054 dl = -0.02268732226714576\n", - " 2997 10_gnssbx_0656_10028 dl = 0.02212044543996683\n", - " 3013 26_gnssbx_0995_10026 dl = 0.021363281942171852\n", - " 3142 49_gnssbz_GNA2_10037 dl = -0.02062514956742234\n", - " 3125 32_gnssbz_1675_10026 dl = 0.02045799729967257\n", - " 3144 51_gnssbz_GNA2_10059 dl = 0.020237432459907723\n", - " 3008 21_gnssbx_0656_10044 dl = 0.020108848603072715\n", - " 3114 21_gnssbz_0656_10044 dl = 0.02000429869293896\n", - " 3107 14_gnssbz_0656_10059 dl = 0.019547285045682372\n", - " 3036 49_gnssbx_GNA2_10037 dl = -0.019128446951071965\n", - " 3091 51_gnssby_GNA2_10059 dl = 0.018259132164530456\n", - "N[j,j] = 18814001.65054198\n", - "sum|N[j,:]| = 559729054.1385984\n", - "cond(N) = 235752736.48208678\n", - "rank(N) = 297 / n_unknown = 297\n", - "cond(A) = 49.842981657027295\n", - " -> max|dx_xyz| [m] = 1.7655593562273314e-06\n", - " -> update x\n", - "IDX X812 177\n", - "IDX Y812 178\n", - "IDX Z812 179\n", - "PRE X812 3794850.7072771117 dx -5.104816518660105e-07 new 3794850.7072766013\n", - "PRE Y812 547011.1505538601 dx -7.353231201249341e-08 new 547011.1505537865\n", - "PRE Z812 5080075.028610661 dx -1.760795626115221e-06 new 5080075.0286089\n" + "KONVERGENZ ERREICHT (XYZ)\n" ] } ], - "execution_count": 15 + "execution_count": 52 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:31.771968Z", - "start_time": "2026-01-23T20:05:31.677710Z" + "end_time": "2026-01-30T16:16:30.039013Z", + "start_time": "2026-01-30T16:16:29.975263Z" } }, "cell_type": "code", @@ -3466,30 +1257,30 @@ ] } ], - "execution_count": 16 + "execution_count": 53 }, { "cell_type": "code", "id": "eb8342d747a577db", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:31.790477Z", - "start_time": "2026-01-23T20:05:31.785995Z" + "end_time": "2026-01-30T15:33:34.114781Z", + "start_time": "2026-01-30T15:33:34.102666Z" } }, "source": [ "# ------------------------------- Netzqualitätsmaße -------------------------------" ], "outputs": [], - "execution_count": 17 + "execution_count": 31 }, { "cell_type": "code", "id": "7117d4492b8784da", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:31.852906Z", - "start_time": "2026-01-23T20:05:31.820668Z" + "end_time": "2026-01-30T16:16:30.055039Z", + "start_time": "2026-01-30T16:16:30.041790Z" } }, "source": [ @@ -3507,23 +1298,23 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 18, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 18 + "execution_count": 54 }, { "cell_type": "code", "id": "84075bea1f2c44d7", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:31.865967Z", - "start_time": "2026-01-23T20:05:31.860495Z" + "end_time": "2026-01-30T16:16:30.089565Z", + "start_time": "2026-01-30T16:16:30.086006Z" } }, "source": [ @@ -3538,19 +1329,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "Die Gesamtredundanz des Netzes beträgt: 3025\n" + "Die Gesamtredundanz des Netzes beträgt: 3004\n" ] } ], - "execution_count": 19 + "execution_count": 55 }, { "cell_type": "code", "id": "1797726c5b3af9bf", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:31.906449Z", - "start_time": "2026-01-23T20:05:31.896788Z" + "end_time": "2026-01-30T16:16:30.107598Z", + "start_time": "2026-01-30T16:16:30.100249Z" } }, "source": [ @@ -3563,19 +1354,19 @@ "name": "stdout", "output_type": "stream", "text": [ - "s0 aposteriori beträgt: 15.6490\n" + "s0 aposteriori beträgt: 4.0605\n" ] } ], - "execution_count": 20 + "execution_count": 56 }, { "cell_type": "code", "id": "a2fe23d9a19ac2f9", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:05:33.444895Z", - "start_time": "2026-01-23T20:05:31.915676Z" + "end_time": "2026-01-30T16:16:31.084305Z", + "start_time": "2026-01-30T16:16:30.157160Z" } }, "source": [ @@ -3612,19934 +1403,19808 @@ " \n", " \n", " 54_SD_1_10009_10006\n", - " 0.927634\n", - " 92.763360\n", + " 0.927300\n", + " 92.730033\n", " nahezu vollständig redundant\n", " \n", " \n", " 55_SD_1_10009_10010\n", - " 0.935740\n", - " 93.573956\n", + " 0.933179\n", + " 93.317937\n", " nahezu vollständig redundant\n", " \n", " \n", " 56_SD_1_10009_10018\n", - " 0.935320\n", - " 93.531957\n", + " 0.932413\n", + " 93.241318\n", " nahezu vollständig redundant\n", " \n", " \n", " 57_SD_1_10009_10008\n", - " 0.927654\n", - " 92.765384\n", + " 0.914896\n", + " 91.489562\n", " nahezu vollständig redundant\n", " \n", " \n", " 58_SD_1_10009_10006\n", - " 0.927634\n", - " 92.763360\n", + " 0.927300\n", + " 92.730034\n", " nahezu vollständig redundant\n", " \n", " \n", " 59_SD_1_10009_10010\n", - " 0.935740\n", - " 93.573956\n", + " 0.933179\n", + " 93.317937\n", " nahezu vollständig redundant\n", " \n", " \n", " 60_SD_1_10009_10018\n", - " 0.935320\n", - " 93.531957\n", + " 0.932413\n", + " 93.241318\n", " nahezu vollständig redundant\n", " \n", " \n", " 61_SD_1_10009_10008\n", - " 0.927654\n", - " 92.765384\n", + " 0.914896\n", + " 91.489562\n", " nahezu vollständig redundant\n", " \n", " \n", " 62_SD_1_10009_10006\n", - " 0.927634\n", - " 92.763360\n", + " 0.927300\n", + " 92.730033\n", " nahezu vollständig redundant\n", " \n", " \n", " 63_SD_1_10009_10010\n", - " 0.935740\n", - " 93.573956\n", + " 0.933179\n", + " 93.317937\n", " nahezu vollständig redundant\n", " \n", " \n", " 64_SD_1_10009_10018\n", - " 0.935320\n", - " 93.531957\n", + " 0.932413\n", + " 93.241318\n", " nahezu vollständig redundant\n", " \n", " \n", " 65_SD_1_10009_10008\n", - " 0.927654\n", - " 92.765384\n", + " 0.914896\n", + " 91.489562\n", " nahezu vollständig redundant\n", " \n", " \n", " 66_SD_2_10006_10009\n", - " 0.927634\n", - " 92.763359\n", + " 0.927300\n", + " 92.730032\n", " nahezu vollständig redundant\n", " \n", " \n", " 67_SD_2_10006_10005\n", - " 0.943317\n", - " 94.331746\n", + " 0.942540\n", + " 94.254024\n", " nahezu vollständig redundant\n", " \n", " \n", " 68_SD_2_10006_10003\n", - " 0.943753\n", - " 94.375301\n", + " 0.942888\n", + " 94.288849\n", " nahezu vollständig redundant\n", " \n", " \n", " 69_SD_2_10006_10004\n", - " 0.932691\n", - " 93.269134\n", + " 0.932109\n", + " 93.210855\n", " nahezu vollständig redundant\n", " \n", " \n", " 70_SD_2_10006_10010\n", - " 0.928955\n", - " 92.895544\n", + " 0.926705\n", + " 92.670503\n", " nahezu vollständig redundant\n", " \n", " \n", " 71_SD_2_10006_10018\n", - " 0.922599\n", - " 92.259860\n", + " 0.920110\n", + " 92.010981\n", " nahezu vollständig redundant\n", " \n", " \n", " 72_SD_2_10006_10009\n", - " 0.927634\n", - " 92.763359\n", + " 0.927300\n", + " 92.730032\n", " nahezu vollständig redundant\n", " \n", " \n", " 73_SD_2_10006_10005\n", - " 0.943317\n", - " 94.331746\n", + " 0.942540\n", + " 94.254024\n", " nahezu vollständig redundant\n", " \n", " \n", " 74_SD_2_10006_10003\n", - " 0.943753\n", - " 94.375301\n", + " 0.942888\n", + " 94.288849\n", " nahezu vollständig redundant\n", " \n", " \n", " 75_SD_2_10006_10004\n", - " 0.932691\n", - " 93.269133\n", + " 0.932109\n", + " 93.210854\n", " nahezu vollständig redundant\n", " \n", " \n", " 76_SD_2_10006_10010\n", - " 0.928955\n", - " 92.895544\n", + " 0.926705\n", + " 92.670504\n", " nahezu vollständig redundant\n", " \n", " \n", " 77_SD_2_10006_10018\n", - " 0.922599\n", - " 92.259860\n", + " 0.920110\n", + " 92.010980\n", " nahezu vollständig redundant\n", " \n", " \n", " 78_SD_2_10006_10009\n", - " 0.927634\n", - " 92.763359\n", + " 0.927300\n", + " 92.730032\n", " nahezu vollständig redundant\n", " \n", " \n", " 79_SD_2_10006_10005\n", - " 0.943317\n", - " 94.331746\n", + " 0.942540\n", + " 94.254024\n", " nahezu vollständig redundant\n", " \n", " \n", " 80_SD_2_10006_10003\n", - " 0.943753\n", - " 94.375300\n", + " 0.942888\n", + " 94.288849\n", " nahezu vollständig redundant\n", " \n", " \n", " 81_SD_2_10006_10004\n", - " 0.932691\n", - " 93.269134\n", + " 0.932109\n", + " 93.210855\n", " nahezu vollständig redundant\n", " \n", " \n", " 82_SD_2_10006_10010\n", - " 0.928955\n", - " 92.895544\n", + " 0.926705\n", + " 92.670503\n", " nahezu vollständig redundant\n", " \n", " \n", " 83_SD_2_10006_10018\n", - " 0.922599\n", - " 92.259860\n", + " 0.920110\n", + " 92.010980\n", " nahezu vollständig redundant\n", " \n", " \n", " 84_SD_3_10008_10009\n", - " 0.927654\n", - " 92.765384\n", + " 0.914896\n", + " 91.489561\n", " nahezu vollständig redundant\n", " \n", " \n", " 85_SD_3_10008_10007\n", - " 0.954649\n", - " 95.464930\n", + " 0.944954\n", + " 94.495362\n", " nahezu vollständig redundant\n", " \n", " \n", " 86_SD_3_10008_10005\n", - " 0.933309\n", - " 93.330881\n", + " 0.923824\n", + " 92.382441\n", " nahezu vollständig redundant\n", " \n", " \n", " 87_SD_3_10008_10009\n", - " 0.927654\n", - " 92.765384\n", + " 0.914896\n", + " 91.489561\n", " nahezu vollständig redundant\n", " \n", " \n", " 88_SD_3_10008_10007\n", - " 0.954649\n", - " 95.464930\n", + " 0.944954\n", + " 94.495363\n", " nahezu vollständig redundant\n", " \n", " \n", " 89_SD_3_10008_10005\n", - " 0.933309\n", - " 93.330881\n", + " 0.923824\n", + " 92.382441\n", " nahezu vollständig redundant\n", " \n", " \n", " 90_SD_3_10008_10009\n", - " 0.927654\n", - " 92.765384\n", + " 0.914896\n", + " 91.489561\n", " nahezu vollständig redundant\n", " \n", " \n", " 91_SD_3_10008_10007\n", - " 0.954649\n", - " 95.464930\n", + " 0.944954\n", + " 94.495363\n", " nahezu vollständig redundant\n", " \n", " \n", " 92_SD_3_10008_10005\n", - " 0.933309\n", - " 93.330881\n", + " 0.923824\n", + " 92.382441\n", " nahezu vollständig redundant\n", " \n", " \n", " 93_SD_4_10005_10008\n", - " 0.933309\n", - " 93.330881\n", + " 0.923824\n", + " 92.382441\n", " nahezu vollständig redundant\n", " \n", " \n", " 94_SD_4_10005_10003\n", - " 0.952291\n", - " 95.229063\n", + " 0.952074\n", + " 95.207431\n", " nahezu vollständig redundant\n", " \n", " \n", " 95_SD_4_10005_10001\n", - " 0.952928\n", - " 95.292797\n", + " 0.939660\n", + " 93.966037\n", " nahezu vollständig redundant\n", " \n", " \n", " 96_SD_4_10005_10002\n", - " 0.944868\n", - " 94.486753\n", + " 0.944150\n", + " 94.415019\n", " nahezu vollständig redundant\n", " \n", " \n", " 97_SD_4_10005_10004\n", - " 0.935353\n", - " 93.535337\n", + " 0.935143\n", + " 93.514347\n", " nahezu vollständig redundant\n", " \n", " \n", " 98_SD_4_10005_10006\n", - " 0.943317\n", - " 94.331746\n", + " 0.942540\n", + " 94.254025\n", " nahezu vollständig redundant\n", " \n", " \n", " 99_SD_4_10005_10008\n", - " 0.933309\n", - " 93.330881\n", + " 0.923824\n", + " 92.382441\n", " nahezu vollständig redundant\n", " \n", " \n", " 100_SD_4_10005_10003\n", - " 0.952291\n", - " 95.229063\n", + " 0.952074\n", + " 95.207431\n", " nahezu vollständig redundant\n", " \n", " \n", " 101_SD_4_10005_10001\n", - " 0.952928\n", - " 95.292797\n", + " 0.939660\n", + " 93.966036\n", " nahezu vollständig redundant\n", " \n", " \n", " 102_SD_4_10005_10002\n", - " 0.944868\n", - " 94.486753\n", + " 0.944150\n", + " 94.415019\n", " nahezu vollständig redundant\n", " \n", " \n", " 103_SD_4_10005_10004\n", - " 0.935353\n", - " 93.535337\n", + " 0.935143\n", + " 93.514347\n", " nahezu vollständig redundant\n", " \n", " \n", " 104_SD_4_10005_10006\n", - " 0.943317\n", - " 94.331746\n", + " 0.942540\n", + " 94.254025\n", " nahezu vollständig redundant\n", " \n", " \n", " 105_SD_4_10005_10008\n", - " 0.933309\n", - " 93.330881\n", + " 0.923824\n", + " 92.382441\n", " nahezu vollständig redundant\n", " \n", " \n", " 106_SD_4_10005_10003\n", - " 0.952291\n", - " 95.229063\n", + " 0.952074\n", + " 95.207431\n", " nahezu vollständig redundant\n", " \n", " \n", " 107_SD_4_10005_10001\n", - " 0.952928\n", - " 95.292796\n", + " 0.939660\n", + " 93.966036\n", " nahezu vollständig redundant\n", " \n", " \n", " 108_SD_4_10005_10002\n", - " 0.944868\n", - " 94.486754\n", + " 0.944150\n", + " 94.415020\n", " nahezu vollständig redundant\n", " \n", " \n", " 109_SD_4_10005_10004\n", - " 0.935353\n", - " 93.535337\n", + " 0.935143\n", + " 93.514347\n", " nahezu vollständig redundant\n", " \n", " \n", " 110_SD_4_10005_10006\n", - " 0.943317\n", - " 94.331746\n", + " 0.942540\n", + " 94.254025\n", " nahezu vollständig redundant\n", " \n", " \n", " 111_SD_5_10004_10005\n", - " 0.935353\n", - " 93.535336\n", + " 0.935143\n", + " 93.514347\n", " nahezu vollständig redundant\n", " \n", " \n", " 112_SD_5_10004_10003\n", - " 0.939706\n", - " 93.970609\n", + " 0.939605\n", + " 93.960498\n", " nahezu vollständig redundant\n", " \n", " \n", " 113_SD_5_10004_10002\n", - " 0.934610\n", - " 93.460967\n", + " 0.934104\n", + " 93.410426\n", " nahezu vollständig redundant\n", " \n", " \n", " 114_SD_5_10004_10006\n", - " 0.932691\n", - " 93.269134\n", + " 0.932109\n", + " 93.210855\n", " nahezu vollständig redundant\n", " \n", " \n", " 115_SD_5_10004_10005\n", - " 0.935353\n", - " 93.535336\n", + " 0.935143\n", + " 93.514347\n", " nahezu vollständig redundant\n", " \n", " \n", " 116_SD_5_10004_10003\n", - " 0.939706\n", - " 93.970609\n", + " 0.939605\n", + " 93.960498\n", " nahezu vollständig redundant\n", " \n", " \n", " 117_SD_5_10004_10002\n", - " 0.934610\n", - " 93.460967\n", + " 0.934104\n", + " 93.410426\n", " nahezu vollständig redundant\n", " \n", " \n", " 118_SD_5_10004_10006\n", - " 0.932691\n", - " 93.269134\n", + " 0.932109\n", + " 93.210855\n", " nahezu vollständig redundant\n", " \n", " \n", " 119_SD_5_10004_10005\n", - " 0.935353\n", - " 93.535336\n", + " 0.935143\n", + " 93.514347\n", " nahezu vollständig redundant\n", " \n", " \n", " 120_SD_5_10004_10003\n", - " 0.939706\n", - " 93.970609\n", + " 0.939605\n", + " 93.960498\n", " nahezu vollständig redundant\n", " \n", " \n", " 121_SD_5_10004_10002\n", - " 0.934610\n", - " 93.460967\n", + " 0.934104\n", + " 93.410426\n", " nahezu vollständig redundant\n", " \n", " \n", " 122_SD_5_10004_10006\n", - " 0.932691\n", - " 93.269134\n", + " 0.932109\n", + " 93.210855\n", " nahezu vollständig redundant\n", " \n", " \n", " 123_SD_6_10003_10004\n", - " 0.939706\n", - " 93.970609\n", + " 0.939605\n", + " 93.960498\n", " nahezu vollständig redundant\n", " \n", " \n", " 124_SD_6_10003_10006\n", - " 0.943753\n", - " 94.375302\n", + " 0.942888\n", + " 94.288850\n", " nahezu vollständig redundant\n", " \n", " \n", " 125_SD_6_10003_10005\n", - " 0.952291\n", - " 95.229063\n", + " 0.952074\n", + " 95.207431\n", " nahezu vollständig redundant\n", " \n", " \n", " 126_SD_6_10003_10007\n", - " 0.936516\n", - " 93.651603\n", + " 0.933508\n", + " 93.350762\n", " nahezu vollständig redundant\n", " \n", " \n", " 127_SD_6_10003_10016\n", - " 0.939904\n", - " 93.990397\n", + " 0.935961\n", + " 93.596142\n", " nahezu vollständig redundant\n", " \n", " \n", " 128_SD_6_10003_10001\n", - " 0.954089\n", - " 95.408881\n", + " 0.940857\n", + " 94.085745\n", " nahezu vollständig redundant\n", " \n", " \n", " 129_SD_6_10003_10002\n", - " 0.943874\n", - " 94.387372\n", + " 0.943115\n", + " 94.311503\n", " nahezu vollständig redundant\n", " \n", " \n", " 130_SD_6_10003_10004\n", - " 0.939706\n", - " 93.970609\n", + " 0.939605\n", + " 93.960498\n", " nahezu vollständig redundant\n", " \n", " \n", " 131_SD_6_10003_10006\n", - " 0.943753\n", - " 94.375303\n", + " 0.942889\n", + " 94.288851\n", " nahezu vollständig redundant\n", " \n", " \n", " 132_SD_6_10003_10005\n", - " 0.952291\n", - " 95.229063\n", + " 0.952074\n", + " 95.207431\n", " nahezu vollständig redundant\n", " \n", " \n", " 133_SD_6_10003_10007\n", - " 0.936516\n", - " 93.651603\n", + " 0.933508\n", + " 93.350762\n", " nahezu vollständig redundant\n", " \n", " \n", " 134_SD_6_10003_10016\n", - " 0.939904\n", - " 93.990397\n", + " 0.935961\n", + " 93.596141\n", " nahezu vollständig redundant\n", " \n", " \n", " 135_SD_6_10003_10001\n", - " 0.954089\n", - " 95.408881\n", + " 0.940857\n", + " 94.085745\n", " nahezu vollständig redundant\n", " \n", " \n", " 136_SD_6_10003_10002\n", - " 0.943874\n", - " 94.387372\n", + " 0.943115\n", + " 94.311503\n", " nahezu vollständig redundant\n", " \n", " \n", " 137_SD_6_10003_10004\n", - " 0.939706\n", - " 93.970609\n", + " 0.939605\n", + " 93.960498\n", " nahezu vollständig redundant\n", " \n", " \n", " 138_SD_6_10003_10006\n", - " 0.943753\n", - " 94.375302\n", + " 0.942889\n", + " 94.288850\n", " nahezu vollständig redundant\n", " \n", " \n", " 139_SD_6_10003_10005\n", - " 0.952291\n", - " 95.229063\n", + " 0.952074\n", + " 95.207432\n", " nahezu vollständig redundant\n", " \n", " \n", " 140_SD_6_10003_10007\n", - " 0.936516\n", - " 93.651603\n", + " 0.933508\n", + " 93.350762\n", " nahezu vollständig redundant\n", " \n", " \n", " 141_SD_6_10003_10016\n", - " 0.939904\n", - " 93.990397\n", + " 0.935961\n", + " 93.596141\n", " nahezu vollständig redundant\n", " \n", " \n", " 142_SD_6_10003_10001\n", - " 0.954089\n", - " 95.408881\n", + " 0.940857\n", + " 94.085744\n", " nahezu vollständig redundant\n", " \n", " \n", " 143_SD_6_10003_10002\n", - " 0.943874\n", - " 94.387372\n", + " 0.943115\n", + " 94.311503\n", " nahezu vollständig redundant\n", " \n", " \n", " 144_SD_7_10002_10003\n", - " 0.943874\n", - " 94.387372\n", + " 0.943115\n", + " 94.311503\n", " nahezu vollständig redundant\n", " \n", " \n", " 145_SD_7_10002_10001\n", - " 0.937709\n", - " 93.770912\n", + " 0.929947\n", + " 92.994723\n", " nahezu vollständig redundant\n", " \n", " \n", " 146_SD_7_10002_10004\n", - " 0.934610\n", - " 93.460966\n", + " 0.934104\n", + " 93.410425\n", " nahezu vollständig redundant\n", " \n", " \n", " 147_SD_7_10002_10006\n", - " 0.931020\n", - " 93.102040\n", + " 0.929012\n", + " 92.901210\n", " nahezu vollständig redundant\n", " \n", " \n", " 148_SD_7_10002_10005\n", - " 0.944868\n", - " 94.486752\n", + " 0.944150\n", + " 94.415018\n", " nahezu vollständig redundant\n", " \n", " \n", " 149_SD_7_10002_10003\n", - " 0.943874\n", - " 94.387371\n", + " 0.943115\n", + " 94.311503\n", " nahezu vollständig redundant\n", " \n", " \n", " 150_SD_7_10002_10001\n", - " 0.937709\n", - " 93.770912\n", + " 0.929947\n", + " 92.994723\n", " nahezu vollständig redundant\n", " \n", " \n", " 151_SD_7_10002_10004\n", - " 0.934610\n", - " 93.460966\n", + " 0.934104\n", + " 93.410425\n", " nahezu vollständig redundant\n", " \n", " \n", " 152_SD_7_10002_10006\n", - " 0.931020\n", - " 93.102040\n", + " 0.929012\n", + " 92.901210\n", " nahezu vollständig redundant\n", " \n", " \n", " 153_SD_7_10002_10005\n", - " 0.944868\n", - " 94.486751\n", + " 0.944150\n", + " 94.415017\n", " nahezu vollständig redundant\n", " \n", " \n", " 154_SD_7_10002_10003\n", - " 0.943874\n", - " 94.387371\n", + " 0.943115\n", + " 94.311503\n", " nahezu vollständig redundant\n", " \n", " \n", " 155_SD_7_10002_10001\n", - " 0.937709\n", - " 93.770912\n", + " 0.929947\n", + " 92.994723\n", " nahezu vollständig redundant\n", " \n", " \n", " 156_SD_7_10002_10004\n", - " 0.934610\n", - " 93.460967\n", + " 0.934104\n", + " 93.410426\n", " nahezu vollständig redundant\n", " \n", " \n", " 157_SD_7_10002_10006\n", - " 0.931020\n", - " 93.102039\n", + " 0.929012\n", + " 92.901208\n", " nahezu vollständig redundant\n", " \n", " \n", " 158_SD_7_10002_10005\n", - " 0.944868\n", - " 94.486752\n", + " 0.944150\n", + " 94.415018\n", " nahezu vollständig redundant\n", " \n", " \n", " 159_SD_8_10001_10002\n", - " 0.937709\n", - " 93.770913\n", + " 0.929947\n", + " 92.994724\n", " nahezu vollständig redundant\n", " \n", " \n", " 160_SD_8_10001_10005\n", - " 0.952928\n", - " 95.292798\n", + " 0.939660\n", + " 93.966038\n", " nahezu vollständig redundant\n", " \n", " \n", " 161_SD_8_10001_10003\n", - " 0.954089\n", - " 95.408881\n", + " 0.940857\n", + " 94.085745\n", " nahezu vollständig redundant\n", " \n", " \n", " 162_SD_8_10001_10011\n", - " 0.935020\n", - " 93.501977\n", + " 0.912452\n", + " 91.245240\n", " nahezu vollständig redundant\n", " \n", " \n", " 163_SD_8_10001_10002\n", - " 0.937709\n", - " 93.770913\n", + " 0.929947\n", + " 92.994724\n", " nahezu vollständig redundant\n", " \n", " \n", " 164_SD_8_10001_10005\n", - " 0.952928\n", - " 95.292796\n", + " 0.939660\n", + " 93.966036\n", " nahezu vollständig redundant\n", " \n", " \n", " 165_SD_8_10001_10003\n", - " 0.954089\n", - " 95.408881\n", + " 0.940857\n", + " 94.085744\n", " nahezu vollständig redundant\n", " \n", " \n", " 166_SD_8_10001_10011\n", - " 0.935020\n", - " 93.501977\n", + " 0.912452\n", + " 91.245240\n", " nahezu vollständig redundant\n", " \n", " \n", " 167_SD_8_10001_10002\n", - " 0.937709\n", - " 93.770913\n", + " 0.929947\n", + " 92.994724\n", " nahezu vollständig redundant\n", " \n", " \n", " 168_SD_8_10001_10005\n", - " 0.952928\n", - " 95.292797\n", + " 0.939660\n", + " 93.966037\n", " nahezu vollständig redundant\n", " \n", " \n", " 169_SD_8_10001_10003\n", - " 0.954089\n", - " 95.408880\n", + " 0.940857\n", + " 94.085744\n", " nahezu vollständig redundant\n", " \n", " \n", " 170_SD_8_10001_10011\n", - " 0.935020\n", - " 93.501977\n", + " 0.912452\n", + " 91.245240\n", " nahezu vollständig redundant\n", " \n", " \n", " 171_SD_9_10010_10006\n", - " 0.928955\n", - " 92.895541\n", + " 0.926705\n", + " 92.670500\n", " nahezu vollständig redundant\n", " \n", " \n", " 172_SD_9_10010_10026\n", - " 0.947767\n", - " 94.776653\n", + " 0.941910\n", + " 94.191036\n", " nahezu vollständig redundant\n", " \n", " \n", " 173_SD_9_10010_10027\n", - " 0.940645\n", - " 94.064506\n", + " 0.939360\n", + " 93.936045\n", " nahezu vollständig redundant\n", " \n", " \n", " 174_SD_9_10010_10018\n", - " 0.943242\n", - " 94.324180\n", + " 0.943191\n", + " 94.319126\n", " nahezu vollständig redundant\n", " \n", " \n", " 175_SD_9_10010_10009\n", - " 0.935740\n", - " 93.573955\n", + " 0.933179\n", + " 93.317936\n", " nahezu vollständig redundant\n", " \n", " \n", " 176_SD_9_10010_10006\n", - " 0.928955\n", - " 92.895541\n", + " 0.926705\n", + " 92.670500\n", " nahezu vollständig redundant\n", " \n", " \n", " 177_SD_9_10010_10026\n", - " 0.947767\n", - " 94.776653\n", + " 0.941910\n", + " 94.191035\n", " nahezu vollständig redundant\n", " \n", " \n", " 178_SD_9_10010_10027\n", - " 0.940645\n", - " 94.064505\n", + " 0.939360\n", + " 93.936044\n", " nahezu vollständig redundant\n", " \n", " \n", " 179_SD_9_10010_10018\n", - " 0.943242\n", - " 94.324180\n", + " 0.943191\n", + " 94.319126\n", " nahezu vollständig redundant\n", " \n", " \n", " 180_SD_9_10010_10009\n", - " 0.935740\n", - " 93.573955\n", + " 0.933179\n", + " 93.317936\n", " nahezu vollständig redundant\n", " \n", " \n", " 181_SD_9_10010_10006\n", - " 0.928955\n", - " 92.895541\n", + " 0.926705\n", + " 92.670501\n", " nahezu vollständig redundant\n", " \n", " \n", " 182_SD_9_10010_10026\n", - " 0.947767\n", - " 94.776654\n", + " 0.941910\n", + " 94.191036\n", " nahezu vollständig redundant\n", " \n", " \n", " 183_SD_9_10010_10027\n", - " 0.940645\n", - " 94.064505\n", + " 0.939360\n", + " 93.936044\n", " nahezu vollständig redundant\n", " \n", " \n", " 184_SD_9_10010_10018\n", - " 0.943242\n", - " 94.324180\n", + " 0.943191\n", + " 94.319126\n", " nahezu vollständig redundant\n", " \n", " \n", " 185_SD_9_10010_10009\n", - " 0.935740\n", - " 93.573955\n", + " 0.933179\n", + " 93.317936\n", " nahezu vollständig redundant\n", " \n", " \n", " 186_SD_10_10018_10010\n", - " 0.943242\n", - " 94.324180\n", + " 0.943191\n", + " 94.319126\n", " nahezu vollständig redundant\n", " \n", " \n", " 187_SD_10_10018_10026\n", - " 0.951338\n", - " 95.133786\n", + " 0.945128\n", + " 94.512835\n", " nahezu vollständig redundant\n", " \n", " \n", " 188_SD_10_10018_10043\n", - " 0.931303\n", - " 93.130314\n", + " 0.927758\n", + " 92.775814\n", " nahezu vollständig redundant\n", " \n", " \n", " 189_SD_10_10018_10027\n", - " 0.943343\n", - " 94.334344\n", + " 0.942506\n", + " 94.250573\n", " nahezu vollständig redundant\n", " \n", " \n", " 190_SD_10_10018_10009\n", - " 0.935320\n", - " 93.531957\n", + " 0.932413\n", + " 93.241318\n", " nahezu vollständig redundant\n", " \n", " \n", " 191_SD_10_10018_10010\n", - " 0.943242\n", - " 94.324180\n", + " 0.943191\n", + " 94.319126\n", " nahezu vollständig redundant\n", " \n", " \n", " 192_SD_10_10018_10026\n", - " 0.951338\n", - " 95.133786\n", + " 0.945128\n", + " 94.512835\n", " nahezu vollständig redundant\n", " \n", " \n", " 193_SD_10_10018_10043\n", - " 0.931303\n", - " 93.130314\n", + " 0.927758\n", + " 92.775814\n", " nahezu vollständig redundant\n", " \n", " \n", " 194_SD_10_10018_10027\n", - " 0.943343\n", - " 94.334344\n", + " 0.942506\n", + " 94.250573\n", " nahezu vollständig redundant\n", " \n", " \n", " 195_SD_10_10018_10009\n", - " 0.935320\n", - " 93.531957\n", + " 0.932413\n", + " 93.241318\n", " nahezu vollständig redundant\n", " \n", " \n", " 196_SD_10_10018_10010\n", - " 0.943242\n", - " 94.324181\n", + " 0.943191\n", + " 94.319126\n", " nahezu vollständig redundant\n", " \n", " \n", " 197_SD_10_10018_10026\n", - " 0.951338\n", - " 95.133786\n", + " 0.945128\n", + " 94.512835\n", " nahezu vollständig redundant\n", " \n", " \n", " 198_SD_10_10018_10043\n", - " 0.931303\n", - " 93.130314\n", + " 0.927758\n", + " 92.775814\n", " nahezu vollständig redundant\n", " \n", " \n", " 199_SD_10_10018_10027\n", - " 0.943343\n", - " 94.334345\n", + " 0.942506\n", + " 94.250573\n", " nahezu vollständig redundant\n", " \n", " \n", " 200_SD_10_10018_10009\n", - " 0.935320\n", - " 93.531957\n", + " 0.932413\n", + " 93.241318\n", " nahezu vollständig redundant\n", " \n", " \n", " 201_SD_11_10026_10018\n", - " 0.951338\n", - " 95.133785\n", + " 0.945128\n", + " 94.512834\n", " nahezu vollständig redundant\n", " \n", " \n", " 202_SD_11_10026_10010\n", - " 0.947767\n", - " 94.776653\n", + " 0.941910\n", + " 94.191035\n", " nahezu vollständig redundant\n", " \n", " \n", " 203_SD_11_10026_10043\n", - " 0.961438\n", - " 96.143797\n", + " 0.949226\n", + " 94.922633\n", " nahezu vollständig redundant\n", " \n", " \n", " 204_SD_11_10026_10044\n", - " 0.995363\n", - " 99.536306\n", + " 0.960896\n", + " 96.089638\n", " nahezu vollständig redundant\n", " \n", " \n", " 205_SD_11_10026_10027\n", - " 0.962477\n", - " 96.247673\n", + " 0.956240\n", + " 95.623982\n", " nahezu vollständig redundant\n", " \n", " \n", " 206_SD_11_10026_10021\n", - " 0.939379\n", - " 93.937900\n", + " 0.936036\n", + " 93.603589\n", " nahezu vollständig redundant\n", " \n", " \n", " 207_SD_11_10026_10020\n", - " 0.938569\n", - " 93.856890\n", + " 0.935293\n", + " 93.529346\n", " nahezu vollständig redundant\n", " \n", " \n", " 208_SD_11_10026_10018\n", - " 0.951338\n", - " 95.133785\n", + " 0.945128\n", + " 94.512834\n", " nahezu vollständig redundant\n", " \n", " \n", " 209_SD_11_10026_10010\n", - " 0.947767\n", - " 94.776652\n", + " 0.941910\n", + " 94.191035\n", " nahezu vollständig redundant\n", " \n", " \n", " 210_SD_11_10026_10043\n", - " 0.961438\n", - " 96.143797\n", + " 0.949226\n", + " 94.922632\n", " nahezu vollständig redundant\n", " \n", " \n", " 211_SD_11_10026_10044\n", - " 0.995363\n", - " 99.536306\n", + " 0.960896\n", + " 96.089638\n", " nahezu vollständig redundant\n", " \n", " \n", " 212_SD_11_10026_10027\n", - " 0.962477\n", - " 96.247673\n", + " 0.956240\n", + " 95.623982\n", " nahezu vollständig redundant\n", " \n", " \n", " 213_SD_11_10026_10021\n", - " 0.939379\n", - " 93.937900\n", + " 0.936036\n", + " 93.603589\n", " nahezu vollständig redundant\n", " \n", " \n", " 214_SD_11_10026_10020\n", - " 0.938569\n", - " 93.856890\n", + " 0.935293\n", + " 93.529346\n", " nahezu vollständig redundant\n", " \n", " \n", " 215_SD_11_10026_10018\n", - " 0.951338\n", - " 95.133785\n", + " 0.945128\n", + " 94.512834\n", " nahezu vollständig redundant\n", " \n", " \n", " 216_SD_11_10026_10010\n", - " 0.947767\n", - " 94.776653\n", + " 0.941910\n", + " 94.191035\n", " nahezu vollständig redundant\n", " \n", " \n", " 217_SD_11_10026_10043\n", - " 0.961438\n", - " 96.143797\n", + " 0.949226\n", + " 94.922633\n", " nahezu vollständig redundant\n", " \n", " \n", " 218_SD_11_10026_10044\n", - " 0.995363\n", - " 99.536306\n", + " 0.960896\n", + " 96.089638\n", " nahezu vollständig redundant\n", " \n", " \n", " 219_SD_11_10026_10027\n", - " 0.962477\n", - " 96.247673\n", + " 0.956240\n", + " 95.623982\n", " nahezu vollständig redundant\n", " \n", " \n", " 220_SD_11_10026_10021\n", - " 0.939379\n", - " 93.937900\n", + " 0.936036\n", + " 93.603589\n", " nahezu vollständig redundant\n", " \n", " \n", " 221_SD_11_10026_10020\n", - " 0.938569\n", - " 93.856890\n", + " 0.935293\n", + " 93.529346\n", " nahezu vollständig redundant\n", " \n", " \n", " 222_SD_12_10021_10026\n", - " 0.939379\n", - " 93.937900\n", + " 0.936036\n", + " 93.603589\n", " nahezu vollständig redundant\n", " \n", " \n", " 223_SD_12_10021_10024\n", - " 0.947379\n", - " 94.737945\n", + " 0.947351\n", + " 94.735122\n", " nahezu vollständig redundant\n", " \n", " \n", " 224_SD_12_10021_10025\n", - " 0.955940\n", - " 95.593981\n", + " 0.955719\n", + " 95.571886\n", " nahezu vollständig redundant\n", " \n", " \n", " 225_SD_12_10021_10022\n", - " 0.947922\n", - " 94.792168\n", + " 0.947898\n", + " 94.789782\n", " nahezu vollständig redundant\n", " \n", " \n", " 226_SD_12_10021_10023\n", - " 0.947597\n", - " 94.759715\n", + " 0.947574\n", + " 94.757406\n", " nahezu vollständig redundant\n", " \n", " \n", " 227_SD_12_10021_10020\n", " 0.954241\n", - " 95.424097\n", + " 95.424107\n", " nahezu vollständig redundant\n", " \n", " \n", " 228_SD_12_10021_10019\n", - " 0.934437\n", - " 93.443667\n", + " 0.933065\n", + " 93.306522\n", " nahezu vollständig redundant\n", " \n", " \n", " 229_SD_12_10021_10026\n", - " 0.939379\n", - " 93.937900\n", + " 0.936036\n", + " 93.603589\n", " nahezu vollständig redundant\n", " \n", " \n", " 230_SD_12_10021_10024\n", - " 0.947379\n", - " 94.737945\n", + " 0.947351\n", + " 94.735122\n", " nahezu vollständig redundant\n", " \n", " \n", " 231_SD_12_10021_10025\n", - " 0.955940\n", - " 95.593981\n", + " 0.955719\n", + " 95.571886\n", " nahezu vollständig redundant\n", " \n", " \n", " 232_SD_12_10021_10022\n", - " 0.947922\n", - " 94.792168\n", + " 0.947898\n", + " 94.789782\n", " nahezu vollständig redundant\n", " \n", " \n", " 233_SD_12_10021_10023\n", - " 0.947597\n", - " 94.759715\n", + " 0.947574\n", + " 94.757406\n", " nahezu vollständig redundant\n", " \n", " \n", " 234_SD_12_10021_10020\n", " 0.954241\n", - " 95.424097\n", + " 95.424107\n", " nahezu vollständig redundant\n", " \n", " \n", " 235_SD_12_10021_10019\n", - " 0.934437\n", - " 93.443667\n", + " 0.933065\n", + " 93.306522\n", " nahezu vollständig redundant\n", " \n", " \n", " 236_SD_12_10021_10026\n", - " 0.939379\n", - " 93.937900\n", + " 0.936036\n", + " 93.603589\n", " nahezu vollständig redundant\n", " \n", " \n", " 237_SD_12_10021_10024\n", - " 0.947379\n", - " 94.737945\n", + " 0.947351\n", + " 94.735122\n", " nahezu vollständig redundant\n", " \n", " \n", " 238_SD_12_10021_10025\n", - " 0.955940\n", - " 95.593981\n", + " 0.955719\n", + " 95.571886\n", " nahezu vollständig redundant\n", " \n", " \n", " 239_SD_12_10021_10022\n", - " 0.947922\n", - " 94.792168\n", + " 0.947898\n", + " 94.789782\n", " nahezu vollständig redundant\n", " \n", " \n", " 240_SD_12_10021_10023\n", - " 0.947597\n", - " 94.759715\n", + " 0.947574\n", + " 94.757406\n", " nahezu vollständig redundant\n", " \n", " \n", " 241_SD_12_10021_10020\n", " 0.954241\n", - " 95.424097\n", + " 95.424107\n", " nahezu vollständig redundant\n", " \n", " \n", " 242_SD_12_10021_10019\n", - " 0.934437\n", - " 93.443667\n", + " 0.933065\n", + " 93.306522\n", " nahezu vollständig redundant\n", " \n", " \n", " 243_SD_13_10020_10021\n", " 0.954241\n", - " 95.424097\n", + " 95.424107\n", " nahezu vollständig redundant\n", " \n", " \n", " 244_SD_13_10020_10022\n", - " 0.948145\n", - " 94.814474\n", + " 0.948133\n", + " 94.813335\n", " nahezu vollständig redundant\n", " \n", " \n", " 245_SD_13_10020_10024\n", - " 0.948737\n", - " 94.873701\n", + " 0.948725\n", + " 94.872479\n", " nahezu vollständig redundant\n", " \n", " \n", " 246_SD_13_10020_10025\n", - " 0.955782\n", - " 95.578165\n", + " 0.955637\n", + " 95.563704\n", " nahezu vollständig redundant\n", " \n", " \n", " 247_SD_13_10020_10023\n", - " 0.946970\n", - " 94.696962\n", + " 0.946956\n", + " 94.695568\n", " nahezu vollständig redundant\n", " \n", " \n", " 248_SD_13_10020_10019\n", - " 0.935066\n", - " 93.506640\n", + " 0.933730\n", + " 93.373035\n", " nahezu vollständig redundant\n", " \n", " \n", " 249_SD_13_10020_10026\n", - " 0.938569\n", - " 93.856890\n", + " 0.935293\n", + " 93.529346\n", " nahezu vollständig redundant\n", " \n", " \n", " 250_SD_13_10020_10021\n", " 0.954241\n", - " 95.424097\n", + " 95.424107\n", " nahezu vollständig redundant\n", " \n", " \n", " 251_SD_13_10020_10022\n", - " 0.948145\n", - " 94.814474\n", + " 0.948133\n", + " 94.813335\n", " nahezu vollständig redundant\n", " \n", " \n", " 252_SD_13_10020_10024\n", - " 0.948737\n", - " 94.873701\n", + " 0.948725\n", + " 94.872479\n", " nahezu vollständig redundant\n", " \n", " \n", " 253_SD_13_10020_10025\n", - " 0.955782\n", - " 95.578165\n", + " 0.955637\n", + " 95.563704\n", " nahezu vollständig redundant\n", " \n", " \n", " 254_SD_13_10020_10023\n", - " 0.946970\n", - " 94.696961\n", + " 0.946956\n", + " 94.695568\n", " nahezu vollständig redundant\n", " \n", " \n", " 255_SD_13_10020_10019\n", - " 0.935066\n", - " 93.506640\n", + " 0.933730\n", + " 93.373035\n", " nahezu vollständig redundant\n", " \n", " \n", " 256_SD_13_10020_10026\n", - " 0.938569\n", - " 93.856890\n", + " 0.935293\n", + " 93.529346\n", " nahezu vollständig redundant\n", " \n", " \n", " 257_SD_13_10020_10021\n", " 0.954241\n", - " 95.424097\n", + " 95.424107\n", " nahezu vollständig redundant\n", " \n", " \n", " 258_SD_13_10020_10022\n", - " 0.948145\n", - " 94.814474\n", + " 0.948133\n", + " 94.813335\n", " nahezu vollständig redundant\n", " \n", " \n", " 259_SD_13_10020_10024\n", - " 0.948737\n", - " 94.873701\n", + " 0.948725\n", + " 94.872479\n", " nahezu vollständig redundant\n", " \n", " \n", " 260_SD_13_10020_10025\n", - " 0.955782\n", - " 95.578165\n", + " 0.955637\n", + " 95.563704\n", " nahezu vollständig redundant\n", " \n", " \n", " 261_SD_13_10020_10023\n", - " 0.946970\n", - " 94.696961\n", + " 0.946956\n", + " 94.695568\n", " nahezu vollständig redundant\n", " \n", " \n", " 262_SD_13_10020_10019\n", - " 0.935066\n", - " 93.506640\n", + " 0.933730\n", + " 93.373035\n", " nahezu vollständig redundant\n", " \n", " \n", " 263_SD_13_10020_10026\n", - " 0.938569\n", - " 93.856890\n", + " 0.935293\n", + " 93.529346\n", " nahezu vollständig redundant\n", " \n", " \n", " 264_SD_14_10019_10020\n", - " 0.935066\n", - " 93.506640\n", + " 0.933730\n", + " 93.373035\n", " nahezu vollständig redundant\n", " \n", " \n", " 265_SD_14_10019_10033\n", - " 0.924639\n", - " 92.463862\n", + " 0.922089\n", + " 92.208901\n", " nahezu vollständig redundant\n", " \n", " \n", " 266_SD_14_10019_10017\n", - " 0.928498\n", - " 92.849760\n", + " 0.918837\n", + " 91.883670\n", " nahezu vollständig redundant\n", " \n", " \n", " 267_SD_14_10019_10026\n", - " 0.936392\n", - " 93.639152\n", + " 0.927995\n", + " 92.799479\n", " nahezu vollständig redundant\n", " \n", " \n", " 268_SD_14_10019_10021\n", - " 0.934437\n", - " 93.443667\n", + " 0.933065\n", + " 93.306521\n", " nahezu vollständig redundant\n", " \n", " \n", " 269_SD_14_10019_10020\n", - " 0.935066\n", - " 93.506640\n", + " 0.933730\n", + " 93.373035\n", " nahezu vollständig redundant\n", " \n", " \n", " 270_SD_14_10019_10033\n", - " 0.924639\n", - " 92.463862\n", + " 0.922089\n", + " 92.208901\n", " nahezu vollständig redundant\n", " \n", " \n", " 271_SD_14_10019_10017\n", - " 0.928498\n", - " 92.849759\n", + " 0.918837\n", + " 91.883670\n", " nahezu vollständig redundant\n", " \n", " \n", " 272_SD_14_10019_10026\n", - " 0.936392\n", - " 93.639152\n", + " 0.927995\n", + " 92.799479\n", " nahezu vollständig redundant\n", " \n", " \n", " 273_SD_14_10019_10021\n", - " 0.934437\n", - " 93.443667\n", + " 0.933065\n", + " 93.306521\n", " nahezu vollständig redundant\n", " \n", " \n", " 274_SD_14_10019_10020\n", - " 0.935066\n", - " 93.506640\n", + " 0.933730\n", + " 93.373035\n", " nahezu vollständig redundant\n", " \n", " \n", " 275_SD_14_10019_10033\n", - " 0.924639\n", - " 92.463862\n", + " 0.922089\n", + " 92.208901\n", " nahezu vollständig redundant\n", " \n", " \n", " 276_SD_14_10019_10017\n", - " 0.928498\n", - " 92.849760\n", + " 0.918837\n", + " 91.883670\n", " nahezu vollständig redundant\n", " \n", " \n", " 277_SD_14_10019_10026\n", - " 0.936392\n", - " 93.639153\n", + " 0.927995\n", + " 92.799480\n", " nahezu vollständig redundant\n", " \n", " \n", " 278_SD_14_10019_10021\n", - " 0.934437\n", - " 93.443667\n", + " 0.933065\n", + " 93.306522\n", " nahezu vollständig redundant\n", " \n", " \n", " 279_SD_15_10027_10026\n", - " 0.962477\n", - " 96.247672\n", + " 0.956240\n", + " 95.623981\n", " nahezu vollständig redundant\n", " \n", " \n", " 280_SD_15_10027_10010\n", - " 0.940645\n", - " 94.064506\n", + " 0.939360\n", + " 93.936046\n", " nahezu vollständig redundant\n", " \n", " \n", " 281_SD_15_10027_10018\n", - " 0.943343\n", - " 94.334347\n", + " 0.942506\n", + " 94.250575\n", " nahezu vollständig redundant\n", " \n", " \n", " 282_SD_15_10027_10043\n", - " 0.943975\n", - " 94.397464\n", + " 0.942828\n", + " 94.282775\n", " nahezu vollständig redundant\n", " \n", " \n", " 283_SD_15_10027_10044\n", - " 0.962342\n", - " 96.234204\n", + " 0.949702\n", + " 94.970234\n", " nahezu vollständig redundant\n", " \n", " \n", " 284_SD_15_10027_10025\n", - " 0.912937\n", - " 91.293719\n", + " 0.911164\n", + " 91.116425\n", " nahezu vollständig redundant\n", " \n", " \n", " 285_SD_15_10027_10026\n", - " 0.962477\n", - " 96.247672\n", + " 0.956240\n", + " 95.623981\n", " nahezu vollständig redundant\n", " \n", " \n", " 286_SD_15_10027_10010\n", - " 0.940645\n", - " 94.064507\n", + " 0.939360\n", + " 93.936046\n", " nahezu vollständig redundant\n", " \n", " \n", " 287_SD_15_10027_10018\n", - " 0.943343\n", - " 94.334346\n", + " 0.942506\n", + " 94.250574\n", " nahezu vollständig redundant\n", " \n", " \n", " 288_SD_15_10027_10043\n", - " 0.943975\n", - " 94.397464\n", + " 0.942828\n", + " 94.282776\n", " nahezu vollständig redundant\n", " \n", " \n", " 289_SD_15_10027_10044\n", - " 0.962342\n", - " 96.234204\n", + " 0.949702\n", + " 94.970234\n", " nahezu vollständig redundant\n", " \n", " \n", " 290_SD_15_10027_10025\n", - " 0.912937\n", - " 91.293719\n", + " 0.911164\n", + " 91.116425\n", " nahezu vollständig redundant\n", " \n", " \n", " 291_SD_15_10027_10026\n", - " 0.962477\n", - " 96.247672\n", + " 0.956240\n", + " 95.623981\n", " nahezu vollständig redundant\n", " \n", " \n", " 292_SD_15_10027_10010\n", - " 0.940645\n", - " 94.064507\n", + " 0.939360\n", + " 93.936046\n", " nahezu vollständig redundant\n", " \n", " \n", " 293_SD_15_10027_10018\n", - " 0.943343\n", - " 94.334346\n", + " 0.942506\n", + " 94.250574\n", " nahezu vollständig redundant\n", " \n", " \n", " 294_SD_15_10027_10043\n", - " 0.943975\n", - " 94.397464\n", + " 0.942828\n", + " 94.282776\n", " nahezu vollständig redundant\n", " \n", " \n", " 295_SD_15_10027_10044\n", - " 0.962342\n", - " 96.234204\n", + " 0.949702\n", + " 94.970235\n", " nahezu vollständig redundant\n", " \n", " \n", " 296_SD_15_10027_10025\n", - " 0.912937\n", - " 91.293719\n", + " 0.911164\n", + " 91.116425\n", " nahezu vollständig redundant\n", " \n", " \n", " 297_SD_16_10022_10021\n", - " 0.947922\n", - " 94.792168\n", + " 0.947898\n", + " 94.789782\n", " nahezu vollständig redundant\n", " \n", " \n", " 298_SD_16_10022_10024\n", " 0.944186\n", - " 94.418573\n", + " 94.418583\n", " nahezu vollständig redundant\n", " \n", " \n", " 299_SD_16_10022_10025\n", - " 0.948113\n", - " 94.811346\n", + " 0.948034\n", + " 94.803373\n", " nahezu vollständig redundant\n", " \n", " \n", " 300_SD_16_10022_10023\n", " 0.942770\n", - " 94.276962\n", + " 94.276982\n", " nahezu vollständig redundant\n", " \n", " \n", " 301_SD_16_10022_10020\n", - " 0.948145\n", - " 94.814474\n", + " 0.948133\n", + " 94.813335\n", " nahezu vollständig redundant\n", " \n", " \n", " 302_SD_16_10022_10021\n", - " 0.947922\n", - " 94.792168\n", + " 0.947898\n", + " 94.789782\n", " nahezu vollständig redundant\n", " \n", " \n", " 303_SD_16_10022_10024\n", " 0.944186\n", - " 94.418573\n", + " 94.418583\n", " nahezu vollständig redundant\n", " \n", " \n", " 304_SD_16_10022_10025\n", - " 0.948113\n", - " 94.811346\n", + " 0.948034\n", + " 94.803373\n", " nahezu vollständig redundant\n", " \n", " \n", " 305_SD_16_10022_10023\n", " 0.942770\n", - " 94.276962\n", + " 94.276982\n", " nahezu vollständig redundant\n", " \n", " \n", " 306_SD_16_10022_10020\n", - " 0.948145\n", - " 94.814474\n", + " 0.948133\n", + " 94.813335\n", " nahezu vollständig redundant\n", " \n", " \n", " 307_SD_16_10022_10021\n", - " 0.947922\n", - " 94.792168\n", + " 0.947898\n", + " 94.789782\n", " nahezu vollständig redundant\n", " \n", " \n", " 308_SD_16_10022_10024\n", " 0.944186\n", - " 94.418573\n", + " 94.418583\n", " nahezu vollständig redundant\n", " \n", " \n", " 309_SD_16_10022_10025\n", - " 0.948113\n", - " 94.811346\n", + " 0.948034\n", + " 94.803373\n", " nahezu vollständig redundant\n", " \n", " \n", " 310_SD_16_10022_10023\n", " 0.942770\n", - " 94.276962\n", + " 94.276982\n", " nahezu vollständig redundant\n", " \n", " \n", " 311_SD_16_10022_10020\n", - " 0.948145\n", - " 94.814474\n", + " 0.948133\n", + " 94.813335\n", " nahezu vollständig redundant\n", " \n", " \n", " 312_SD_17_10023_10022\n", " 0.942770\n", - " 94.276962\n", + " 94.276982\n", " nahezu vollständig redundant\n", " \n", " \n", " 313_SD_17_10023_10024\n", " 0.943263\n", - " 94.326253\n", + " 94.326264\n", " nahezu vollständig redundant\n", " \n", " \n", " 314_SD_17_10023_10025\n", - " 0.946568\n", - " 94.656786\n", + " 0.946504\n", + " 94.650395\n", " nahezu vollständig redundant\n", " \n", " \n", " 315_SD_17_10023_10020\n", - " 0.946970\n", - " 94.696962\n", + " 0.946956\n", + " 94.695568\n", " nahezu vollständig redundant\n", " \n", " \n", " 316_SD_17_10023_10021\n", - " 0.947597\n", - " 94.759715\n", + " 0.947574\n", + " 94.757406\n", " nahezu vollständig redundant\n", " \n", " \n", " 317_SD_17_10023_10022\n", " 0.942770\n", - " 94.276962\n", + " 94.276982\n", " nahezu vollständig redundant\n", " \n", " \n", " 318_SD_17_10023_10024\n", " 0.943263\n", - " 94.326253\n", + " 94.326264\n", " nahezu vollständig redundant\n", " \n", " \n", " 319_SD_17_10023_10025\n", - " 0.946568\n", - " 94.656786\n", + " 0.946504\n", + " 94.650395\n", " nahezu vollständig redundant\n", " \n", " \n", " 320_SD_17_10023_10020\n", - " 0.946970\n", - " 94.696962\n", + " 0.946956\n", + " 94.695568\n", " nahezu vollständig redundant\n", " \n", " \n", " 321_SD_17_10023_10021\n", - " 0.947597\n", - " 94.759715\n", + " 0.947574\n", + " 94.757406\n", " nahezu vollständig redundant\n", " \n", " \n", " 322_SD_17_10023_10022\n", " 0.942770\n", - " 94.276962\n", + " 94.276982\n", " nahezu vollständig redundant\n", " \n", " \n", " 323_SD_17_10023_10024\n", " 0.943263\n", - " 94.326253\n", + " 94.326264\n", " nahezu vollständig redundant\n", " \n", " \n", " 324_SD_17_10023_10025\n", - " 0.946568\n", - " 94.656786\n", + " 0.946504\n", + " 94.650395\n", " nahezu vollständig redundant\n", " \n", " \n", " 325_SD_17_10023_10020\n", - " 0.946970\n", - " 94.696962\n", + " 0.946956\n", + " 94.695568\n", " nahezu vollständig redundant\n", " \n", " \n", " 326_SD_17_10023_10021\n", - " 0.947597\n", - " 94.759715\n", + " 0.947574\n", + " 94.757406\n", " nahezu vollständig redundant\n", " \n", " \n", " 327_SD_18_10024_10023\n", " 0.943263\n", - " 94.326253\n", + " 94.326264\n", " nahezu vollständig redundant\n", " \n", " \n", " 328_SD_18_10024_10020\n", - " 0.948737\n", - " 94.873701\n", + " 0.948725\n", + " 94.872480\n", " nahezu vollständig redundant\n", " \n", " \n", " 329_SD_18_10024_10022\n", " 0.944186\n", - " 94.418573\n", + " 94.418583\n", " nahezu vollständig redundant\n", " \n", " \n", " 330_SD_18_10024_10021\n", - " 0.947379\n", - " 94.737945\n", + " 0.947351\n", + " 94.735122\n", " nahezu vollständig redundant\n", " \n", " \n", " 331_SD_18_10024_10025\n", - " 0.944504\n", - " 94.450373\n", + " 0.944399\n", + " 94.439871\n", " nahezu vollständig redundant\n", " \n", " \n", " 332_SD_18_10024_10023\n", " 0.943263\n", - " 94.326253\n", + " 94.326264\n", " nahezu vollständig redundant\n", " \n", " \n", " 333_SD_18_10024_10020\n", - " 0.948737\n", - " 94.873702\n", + " 0.948725\n", + " 94.872480\n", " nahezu vollständig redundant\n", " \n", " \n", " 334_SD_18_10024_10022\n", " 0.944186\n", - " 94.418573\n", + " 94.418583\n", " nahezu vollständig redundant\n", " \n", " \n", " 335_SD_18_10024_10021\n", - " 0.947379\n", - " 94.737945\n", + " 0.947351\n", + " 94.735122\n", " nahezu vollständig redundant\n", " \n", " \n", " 336_SD_18_10024_10025\n", - " 0.944504\n", - " 94.450373\n", + " 0.944399\n", + " 94.439871\n", " nahezu vollständig redundant\n", " \n", " \n", " 337_SD_18_10024_10023\n", " 0.943263\n", - " 94.326253\n", + " 94.326264\n", " nahezu vollständig redundant\n", " \n", " \n", " 338_SD_18_10024_10020\n", - " 0.948737\n", - " 94.873702\n", + " 0.948725\n", + " 94.872480\n", " nahezu vollständig redundant\n", " \n", " \n", " 339_SD_18_10024_10022\n", " 0.944186\n", - " 94.418573\n", + " 94.418583\n", " nahezu vollständig redundant\n", " \n", " \n", " 340_SD_18_10024_10021\n", - " 0.947379\n", - " 94.737945\n", + " 0.947351\n", + " 94.735122\n", " nahezu vollständig redundant\n", " \n", " \n", " 341_SD_18_10024_10025\n", - " 0.944504\n", - " 94.450373\n", + " 0.944399\n", + " 94.439871\n", " nahezu vollständig redundant\n", " \n", " \n", " 342_SD_19_10025_10024\n", - " 0.944504\n", - " 94.450373\n", + " 0.944399\n", + " 94.439871\n", " nahezu vollständig redundant\n", " \n", " \n", " 343_SD_19_10025_10021\n", - " 0.955940\n", - " 95.593980\n", + " 0.955719\n", + " 95.571886\n", " nahezu vollständig redundant\n", " \n", " \n", " 344_SD_19_10025_10022\n", - " 0.948113\n", - " 94.811346\n", + " 0.948034\n", + " 94.803373\n", " nahezu vollständig redundant\n", " \n", " \n", " 345_SD_19_10025_10020\n", - " 0.955782\n", - " 95.578164\n", + " 0.955637\n", + " 95.563703\n", " nahezu vollständig redundant\n", " \n", " \n", " 346_SD_19_10025_10023\n", - " 0.946568\n", - " 94.656786\n", + " 0.946504\n", + " 94.650394\n", " nahezu vollständig redundant\n", " \n", " \n", " 347_SD_19_10025_10033\n", - " 0.912296\n", - " 91.229592\n", + " 0.908939\n", + " 90.893896\n", " nahezu vollständig redundant\n", " \n", " \n", " 348_SD_19_10025_10027\n", - " 0.912937\n", - " 91.293719\n", + " 0.911164\n", + " 91.116426\n", " nahezu vollständig redundant\n", " \n", " \n", " 349_SD_19_10025_10024\n", - " 0.944504\n", - " 94.450373\n", + " 0.944399\n", + " 94.439871\n", " nahezu vollständig redundant\n", " \n", " \n", " 350_SD_19_10025_10021\n", - " 0.955940\n", - " 95.593980\n", + " 0.955719\n", + " 95.571886\n", " nahezu vollständig redundant\n", " \n", " \n", " 351_SD_19_10025_10022\n", - " 0.948113\n", - " 94.811346\n", + " 0.948034\n", + " 94.803373\n", " nahezu vollständig redundant\n", " \n", " \n", " 352_SD_19_10025_10020\n", - " 0.955782\n", - " 95.578164\n", + " 0.955637\n", + " 95.563704\n", " nahezu vollständig redundant\n", " \n", " \n", " 353_SD_19_10025_10023\n", - " 0.946568\n", - " 94.656786\n", + " 0.946504\n", + " 94.650395\n", " nahezu vollständig redundant\n", " \n", " \n", " 354_SD_19_10025_10033\n", - " 0.912296\n", - " 91.229592\n", + " 0.908939\n", + " 90.893896\n", " nahezu vollständig redundant\n", " \n", " \n", " 355_SD_19_10025_10027\n", - " 0.912937\n", - " 91.293719\n", + " 0.911164\n", + " 91.116426\n", " nahezu vollständig redundant\n", " \n", " \n", " 356_SD_19_10025_10024\n", - " 0.944504\n", - " 94.450373\n", + " 0.944399\n", + " 94.439871\n", " nahezu vollständig redundant\n", " \n", " \n", " 357_SD_19_10025_10021\n", - " 0.955940\n", - " 95.593980\n", + " 0.955719\n", + " 95.571886\n", " nahezu vollständig redundant\n", " \n", " \n", " 358_SD_19_10025_10022\n", - " 0.948113\n", - " 94.811346\n", + " 0.948034\n", + " 94.803373\n", " nahezu vollständig redundant\n", " \n", " \n", " 359_SD_19_10025_10020\n", - " 0.955782\n", - " 95.578164\n", + " 0.955637\n", + " 95.563704\n", " nahezu vollständig redundant\n", " \n", " \n", " 360_SD_19_10025_10023\n", - " 0.946568\n", - " 94.656786\n", + " 0.946504\n", + " 94.650395\n", " nahezu vollständig redundant\n", " \n", " \n", " 361_SD_19_10025_10033\n", - " 0.912296\n", - " 91.229592\n", + " 0.908939\n", + " 90.893896\n", " nahezu vollständig redundant\n", " \n", " \n", " 362_SD_19_10025_10027\n", - " 0.912937\n", - " 91.293719\n", + " 0.911164\n", + " 91.116426\n", " nahezu vollständig redundant\n", " \n", " \n", " 363_SD_20_10043_10027\n", - " 0.943975\n", - " 94.397465\n", + " 0.942828\n", + " 94.282776\n", " nahezu vollständig redundant\n", " \n", " \n", " 364_SD_20_10043_10026\n", - " 0.961438\n", - " 96.143795\n", + " 0.949226\n", + " 94.922630\n", " nahezu vollständig redundant\n", " \n", " \n", " 365_SD_20_10043_10052\n", - " 0.938783\n", - " 93.878312\n", + " 0.933047\n", + " 93.304741\n", " nahezu vollständig redundant\n", " \n", " \n", " 366_SD_20_10043_10044\n", - " 0.961846\n", - " 96.184648\n", + " 0.954898\n", + " 95.489816\n", " nahezu vollständig redundant\n", " \n", " \n", " 367_SD_20_10043_10042\n", - " 0.929616\n", - " 92.961629\n", + " 0.926792\n", + " 92.679184\n", " nahezu vollständig redundant\n", " \n", " \n", " 368_SD_20_10043_10027\n", - " 0.943975\n", - " 94.397466\n", + " 0.942828\n", + " 94.282777\n", " nahezu vollständig redundant\n", " \n", " \n", " 369_SD_20_10043_10026\n", - " 0.961438\n", - " 96.143796\n", + " 0.949226\n", + " 94.922630\n", " nahezu vollständig redundant\n", " \n", " \n", " 370_SD_20_10043_10052\n", - " 0.938783\n", - " 93.878312\n", + " 0.933047\n", + " 93.304741\n", " nahezu vollständig redundant\n", " \n", " \n", " 371_SD_20_10043_10044\n", - " 0.961846\n", - " 96.184648\n", + " 0.954898\n", + " 95.489816\n", " nahezu vollständig redundant\n", " \n", " \n", " 372_SD_20_10043_10042\n", - " 0.929616\n", - " 92.961628\n", + " 0.926792\n", + " 92.679184\n", " nahezu vollständig redundant\n", " \n", " \n", " 373_SD_20_10043_10027\n", - " 0.943975\n", - " 94.397466\n", + " 0.942828\n", + " 94.282777\n", " nahezu vollständig redundant\n", " \n", " \n", " 374_SD_20_10043_10026\n", - " 0.961438\n", - " 96.143796\n", + " 0.949226\n", + " 94.922630\n", " nahezu vollständig redundant\n", " \n", " \n", " 375_SD_20_10043_10052\n", - " 0.938783\n", - " 93.878312\n", + " 0.933047\n", + " 93.304741\n", " nahezu vollständig redundant\n", " \n", " \n", " 376_SD_20_10043_10044\n", - " 0.961846\n", - " 96.184648\n", + " 0.954898\n", + " 95.489816\n", " nahezu vollständig redundant\n", " \n", " \n", " 377_SD_20_10043_10042\n", - " 0.929616\n", - " 92.961629\n", + " 0.926792\n", + " 92.679184\n", " nahezu vollständig redundant\n", " \n", " \n", " 378_SD_21_10044_10027\n", - " 0.962342\n", - " 96.234205\n", + " 0.949702\n", + " 94.970236\n", " nahezu vollständig redundant\n", " \n", " \n", " 379_SD_21_10044_10043\n", - " 0.961846\n", - " 96.184648\n", + " 0.954898\n", + " 95.489815\n", " nahezu vollständig redundant\n", " \n", " \n", " 380_SD_21_10044_10052\n", - " 0.957353\n", - " 95.735343\n", + " 0.948849\n", + " 94.884863\n", " nahezu vollständig redundant\n", " \n", " \n", " 381_SD_21_10044_10053\n", - " 0.953244\n", - " 95.324363\n", + " 0.942627\n", + " 94.262707\n", " nahezu vollständig redundant\n", " \n", " \n", " 382_SD_21_10044_10037\n", - " 0.994239\n", - " 99.423893\n", + " 0.949974\n", + " 94.997406\n", " nahezu vollständig redundant\n", " \n", " \n", " 383_SD_21_10044_10040\n", - " 0.954312\n", - " 95.431165\n", + " 0.943060\n", + " 94.306049\n", " nahezu vollständig redundant\n", " \n", " \n", " 384_SD_21_10044_10042\n", - " 0.941258\n", - " 94.125820\n", + " 0.939133\n", + " 93.913276\n", " nahezu vollständig redundant\n", " \n", " \n", " 385_SD_21_10044_10027\n", - " 0.962342\n", - " 96.234205\n", + " 0.949702\n", + " 94.970236\n", " nahezu vollständig redundant\n", " \n", " \n", " 386_SD_21_10044_10043\n", - " 0.961846\n", - " 96.184647\n", + " 0.954898\n", + " 95.489815\n", " nahezu vollständig redundant\n", " \n", " \n", " 387_SD_21_10044_10052\n", - " 0.957353\n", - " 95.735343\n", + " 0.948849\n", + " 94.884863\n", " nahezu vollständig redundant\n", " \n", " \n", " 388_SD_21_10044_10053\n", - " 0.953244\n", - " 95.324363\n", + " 0.942627\n", + " 94.262707\n", " nahezu vollständig redundant\n", " \n", " \n", " 389_SD_21_10044_10037\n", - " 0.994239\n", - " 99.423893\n", + " 0.949974\n", + " 94.997406\n", " nahezu vollständig redundant\n", " \n", " \n", " 390_SD_21_10044_10040\n", - " 0.954312\n", - " 95.431165\n", + " 0.943060\n", + " 94.306049\n", " nahezu vollständig redundant\n", " \n", " \n", " 391_SD_21_10044_10042\n", - " 0.941258\n", - " 94.125820\n", + " 0.939133\n", + " 93.913276\n", " nahezu vollständig redundant\n", " \n", " \n", " 392_SD_21_10044_10027\n", - " 0.962342\n", - " 96.234205\n", + " 0.949702\n", + " 94.970236\n", " nahezu vollständig redundant\n", " \n", " \n", " 393_SD_21_10044_10043\n", - " 0.961846\n", - " 96.184648\n", + " 0.954898\n", + " 95.489815\n", " nahezu vollständig redundant\n", " \n", " \n", " 394_SD_21_10044_10052\n", - " 0.957353\n", - " 95.735343\n", + " 0.948849\n", + " 94.884863\n", " nahezu vollständig redundant\n", " \n", " \n", " 395_SD_21_10044_10053\n", - " 0.953244\n", - " 95.324363\n", + " 0.942627\n", + " 94.262707\n", " nahezu vollständig redundant\n", " \n", " \n", " 396_SD_21_10044_10037\n", - " 0.994239\n", - " 99.423893\n", + " 0.949974\n", + " 94.997406\n", " nahezu vollständig redundant\n", " \n", " \n", " 397_SD_21_10044_10040\n", - " 0.954312\n", - " 95.431165\n", + " 0.943060\n", + " 94.306049\n", " nahezu vollständig redundant\n", " \n", " \n", " 398_SD_21_10044_10042\n", - " 0.941258\n", - " 94.125820\n", + " 0.939133\n", + " 93.913276\n", " nahezu vollständig redundant\n", " \n", " \n", " 399_SD_22_10042_10043\n", - " 0.929616\n", - " 92.961629\n", + " 0.926792\n", + " 92.679184\n", " nahezu vollständig redundant\n", " \n", " \n", " 400_SD_22_10042_10044\n", - " 0.941258\n", - " 94.125821\n", + " 0.939133\n", + " 93.913276\n", " nahezu vollständig redundant\n", " \n", " \n", " 401_SD_22_10042_10040\n", - " 0.935550\n", - " 93.555016\n", + " 0.933028\n", + " 93.302839\n", " nahezu vollständig redundant\n", " \n", " \n", " 402_SD_22_10042_10041\n", - " 0.919470\n", - " 91.947001\n", + " 0.918372\n", + " 91.837198\n", " nahezu vollständig redundant\n", " \n", " \n", " 403_SD_22_10042_10043\n", - " 0.929616\n", - " 92.961629\n", + " 0.926792\n", + " 92.679184\n", " nahezu vollständig redundant\n", " \n", " \n", " 404_SD_22_10042_10044\n", - " 0.941258\n", - " 94.125820\n", + " 0.939133\n", + " 93.913276\n", " nahezu vollständig redundant\n", " \n", " \n", " 405_SD_22_10042_10040\n", - " 0.935550\n", - " 93.555016\n", + " 0.933028\n", + " 93.302839\n", " nahezu vollständig redundant\n", " \n", " \n", " 406_SD_22_10042_10041\n", - " 0.919470\n", - " 91.947001\n", + " 0.918372\n", + " 91.837198\n", " nahezu vollständig redundant\n", " \n", " \n", " 407_SD_22_10042_10043\n", - " 0.929616\n", - " 92.961629\n", + " 0.926792\n", + " 92.679184\n", " nahezu vollständig redundant\n", " \n", " \n", " 408_SD_22_10042_10044\n", - " 0.941258\n", - " 94.125820\n", + " 0.939133\n", + " 93.913276\n", " nahezu vollständig redundant\n", " \n", " \n", " 409_SD_22_10042_10040\n", - " 0.935550\n", - " 93.555016\n", + " 0.933028\n", + " 93.302839\n", " nahezu vollständig redundant\n", " \n", " \n", " 410_SD_22_10042_10041\n", - " 0.919470\n", - " 91.947001\n", + " 0.918372\n", + " 91.837198\n", " nahezu vollständig redundant\n", " \n", " \n", " 411_SD_23_10041_10042\n", - " 0.919470\n", - " 91.947001\n", + " 0.918372\n", + " 91.837198\n", " nahezu vollständig redundant\n", " \n", " \n", " 412_SD_23_10041_10044\n", - " 0.931084\n", - " 93.108379\n", + " 0.925207\n", + " 92.520733\n", " nahezu vollständig redundant\n", " \n", " \n", " 413_SD_23_10041_10040\n", - " 0.941003\n", - " 94.100304\n", + " 0.940911\n", + " 94.091125\n", " nahezu vollständig redundant\n", " \n", " \n", " 414_SD_23_10041_10038\n", - " 0.908444\n", - " 90.844395\n", + " 0.904081\n", + " 90.408099\n", " nahezu vollständig redundant\n", " \n", " \n", " 415_SD_23_10041_10042\n", - " 0.919470\n", - " 91.947001\n", + " 0.918372\n", + " 91.837198\n", " nahezu vollständig redundant\n", " \n", " \n", " 416_SD_23_10041_10044\n", - " 0.931084\n", - " 93.108379\n", + " 0.925207\n", + " 92.520733\n", " nahezu vollständig redundant\n", " \n", " \n", " 417_SD_23_10041_10040\n", - " 0.941003\n", - " 94.100304\n", + " 0.940911\n", + " 94.091125\n", " nahezu vollständig redundant\n", " \n", " \n", " 418_SD_23_10041_10038\n", - " 0.908444\n", - " 90.844395\n", + " 0.904081\n", + " 90.408099\n", " nahezu vollständig redundant\n", " \n", " \n", " 419_SD_23_10041_10042\n", - " 0.919470\n", - " 91.947001\n", + " 0.918372\n", + " 91.837198\n", " nahezu vollständig redundant\n", " \n", " \n", " 420_SD_23_10041_10044\n", - " 0.931084\n", - " 93.108380\n", + " 0.925207\n", + " 92.520734\n", " nahezu vollständig redundant\n", " \n", " \n", " 421_SD_23_10041_10040\n", - " 0.941003\n", - " 94.100304\n", + " 0.940911\n", + " 94.091125\n", " nahezu vollständig redundant\n", " \n", " \n", " 422_SD_23_10041_10038\n", - " 0.908444\n", - " 90.844395\n", + " 0.904081\n", + " 90.408098\n", " nahezu vollständig redundant\n", " \n", " \n", " 423_SD_24_10037_10044\n", - " 0.994239\n", - " 99.423893\n", + " 0.949974\n", + " 94.997407\n", " nahezu vollständig redundant\n", " \n", " \n", " 424_SD_24_10037_10051\n", - " 0.938517\n", - " 93.851749\n", + " 0.920379\n", + " 92.037948\n", " nahezu vollständig redundant\n", " \n", " \n", " 425_SD_24_10037_10036\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024713\n", " nahezu vollständig redundant\n", " \n", " \n", " 426_SD_24_10037_10035\n", - " 0.958966\n", - " 95.896632\n", + " 0.953633\n", + " 95.363320\n", " nahezu vollständig redundant\n", " \n", " \n", " 427_SD_24_10037_10038\n", - " 0.949286\n", - " 94.928645\n", + " 0.945983\n", + " 94.598274\n", " nahezu vollständig redundant\n", " \n", " \n", " 428_SD_24_10037_10039\n", - " 0.943010\n", - " 94.301008\n", + " 0.936898\n", + " 93.689829\n", " nahezu vollständig redundant\n", " \n", " \n", " 429_SD_24_10037_10040\n", - " 0.954925\n", - " 95.492532\n", + " 0.943563\n", + " 94.356316\n", " nahezu vollständig redundant\n", " \n", " \n", " 430_SD_24_10037_10044\n", - " 0.994239\n", - " 99.423893\n", + " 0.949974\n", + " 94.997407\n", " nahezu vollständig redundant\n", " \n", " \n", " 431_SD_24_10037_10051\n", - " 0.938517\n", - " 93.851749\n", + " 0.920379\n", + " 92.037948\n", " nahezu vollständig redundant\n", " \n", " \n", " 432_SD_24_10037_10036\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024713\n", " nahezu vollständig redundant\n", " \n", " \n", " 433_SD_24_10037_10035\n", - " 0.958966\n", - " 95.896632\n", + " 0.953633\n", + " 95.363320\n", " nahezu vollständig redundant\n", " \n", " \n", " 434_SD_24_10037_10038\n", - " 0.949286\n", - " 94.928645\n", + " 0.945983\n", + " 94.598274\n", " nahezu vollständig redundant\n", " \n", " \n", " 435_SD_24_10037_10039\n", - " 0.943010\n", - " 94.301008\n", + " 0.936898\n", + " 93.689829\n", " nahezu vollständig redundant\n", " \n", " \n", " 436_SD_24_10037_10040\n", - " 0.954925\n", - " 95.492532\n", + " 0.943563\n", + " 94.356316\n", " nahezu vollständig redundant\n", " \n", " \n", " 437_SD_24_10037_10044\n", - " 0.994239\n", - " 99.423893\n", + " 0.949974\n", + " 94.997407\n", " nahezu vollständig redundant\n", " \n", " \n", " 438_SD_24_10037_10051\n", - " 0.938517\n", - " 93.851749\n", + " 0.920379\n", + " 92.037948\n", " nahezu vollständig redundant\n", " \n", " \n", " 439_SD_24_10037_10036\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024713\n", " nahezu vollständig redundant\n", " \n", " \n", " 440_SD_24_10037_10035\n", - " 0.958966\n", - " 95.896632\n", + " 0.953633\n", + " 95.363320\n", " nahezu vollständig redundant\n", " \n", " \n", " 441_SD_24_10037_10038\n", - " 0.949286\n", - " 94.928645\n", + " 0.945983\n", + " 94.598274\n", " nahezu vollständig redundant\n", " \n", " \n", " 442_SD_24_10037_10039\n", - " 0.943010\n", - " 94.301009\n", + " 0.936898\n", + " 93.689829\n", " nahezu vollständig redundant\n", " \n", " \n", " 443_SD_24_10037_10040\n", - " 0.954925\n", - " 95.492532\n", + " 0.943563\n", + " 94.356316\n", " nahezu vollständig redundant\n", " \n", " \n", " 444_SD_25_10052_10043\n", - " 0.938783\n", - " 93.878310\n", + " 0.933047\n", + " 93.304739\n", " nahezu vollständig redundant\n", " \n", " \n", " 445_SD_25_10052_10059\n", - " 0.957750\n", - " 95.775020\n", + " 0.940912\n", + " 94.091192\n", " nahezu vollständig redundant\n", " \n", " \n", " 446_SD_25_10052_10053\n", - " 0.947998\n", - " 94.799775\n", + " 0.947762\n", + " 94.776245\n", " nahezu vollständig redundant\n", " \n", " \n", " 447_SD_25_10052_10050\n", - " 0.939020\n", - " 93.901986\n", + " 0.937579\n", + " 93.757923\n", " nahezu vollständig redundant\n", " \n", " \n", " 448_SD_25_10052_10051\n", - " 0.937687\n", - " 93.768686\n", + " 0.935167\n", + " 93.516683\n", " nahezu vollständig redundant\n", " \n", " \n", " 449_SD_25_10052_10044\n", - " 0.957353\n", - " 95.735343\n", + " 0.948849\n", + " 94.884862\n", " nahezu vollständig redundant\n", " \n", " \n", " 450_SD_25_10052_10043\n", - " 0.938783\n", - " 93.878310\n", + " 0.933047\n", + " 93.304739\n", " nahezu vollständig redundant\n", " \n", " \n", " 451_SD_25_10052_10059\n", - " 0.957750\n", - " 95.775020\n", + " 0.940912\n", + " 94.091192\n", " nahezu vollständig redundant\n", " \n", " \n", " 452_SD_25_10052_10053\n", - " 0.947998\n", - " 94.799775\n", + " 0.947762\n", + " 94.776245\n", " nahezu vollständig redundant\n", " \n", " \n", " 453_SD_25_10052_10050\n", - " 0.939020\n", - " 93.901986\n", + " 0.937579\n", + " 93.757923\n", " nahezu vollständig redundant\n", " \n", " \n", " 454_SD_25_10052_10051\n", - " 0.937687\n", - " 93.768686\n", + " 0.935167\n", + " 93.516683\n", " nahezu vollständig redundant\n", " \n", " \n", " 455_SD_25_10052_10044\n", - " 0.957353\n", - " 95.735343\n", + " 0.948849\n", + " 94.884862\n", " nahezu vollständig redundant\n", " \n", " \n", " 456_SD_25_10052_10043\n", - " 0.938783\n", - " 93.878310\n", + " 0.933047\n", + " 93.304739\n", " nahezu vollständig redundant\n", " \n", " \n", " 457_SD_25_10052_10059\n", - " 0.957750\n", - " 95.775020\n", + " 0.940912\n", + " 94.091192\n", " nahezu vollständig redundant\n", " \n", " \n", " 458_SD_25_10052_10053\n", - " 0.947998\n", - " 94.799776\n", + " 0.947762\n", + " 94.776245\n", " nahezu vollständig redundant\n", " \n", " \n", " 459_SD_25_10052_10050\n", - " 0.939020\n", - " 93.901986\n", + " 0.937579\n", + " 93.757923\n", " nahezu vollständig redundant\n", " \n", " \n", " 460_SD_25_10052_10051\n", - " 0.937687\n", - " 93.768686\n", + " 0.935167\n", + " 93.516683\n", " nahezu vollständig redundant\n", " \n", " \n", " 461_SD_25_10052_10044\n", - " 0.957353\n", - " 95.735343\n", + " 0.948849\n", + " 94.884862\n", " nahezu vollständig redundant\n", " \n", " \n", " 462_SD_26_10040_10037\n", - " 0.954925\n", - " 95.492532\n", + " 0.943563\n", + " 94.356316\n", " nahezu vollständig redundant\n", " \n", " \n", " 463_SD_26_10040_10041\n", - " 0.941003\n", - " 94.100305\n", + " 0.940911\n", + " 94.091126\n", " nahezu vollständig redundant\n", " \n", " \n", " 464_SD_26_10040_10042\n", - " 0.935550\n", - " 93.555016\n", + " 0.933028\n", + " 93.302839\n", " nahezu vollständig redundant\n", " \n", " \n", " 465_SD_26_10040_10044\n", - " 0.954312\n", - " 95.431165\n", + " 0.943060\n", + " 94.306049\n", " nahezu vollständig redundant\n", " \n", " \n", " 466_SD_26_10040_10037\n", - " 0.954925\n", - " 95.492532\n", + " 0.943563\n", + " 94.356316\n", " nahezu vollständig redundant\n", " \n", " \n", " 467_SD_26_10040_10041\n", - " 0.941003\n", - " 94.100305\n", + " 0.940911\n", + " 94.091126\n", " nahezu vollständig redundant\n", " \n", " \n", " 468_SD_26_10040_10042\n", - " 0.935550\n", - " 93.555016\n", + " 0.933028\n", + " 93.302839\n", " nahezu vollständig redundant\n", " \n", " \n", " 469_SD_26_10040_10044\n", - " 0.954312\n", - " 95.431165\n", + " 0.943060\n", + " 94.306049\n", " nahezu vollständig redundant\n", " \n", " \n", " 470_SD_26_10040_10037\n", - " 0.954925\n", - " 95.492532\n", + " 0.943563\n", + " 94.356316\n", " nahezu vollständig redundant\n", " \n", " \n", " 471_SD_26_10040_10041\n", - " 0.941003\n", - " 94.100305\n", + " 0.940911\n", + " 94.091126\n", " nahezu vollständig redundant\n", " \n", " \n", " 472_SD_26_10040_10042\n", - " 0.935550\n", - " 93.555016\n", + " 0.933028\n", + " 93.302839\n", " nahezu vollständig redundant\n", " \n", " \n", " 473_SD_26_10040_10044\n", - " 0.954312\n", - " 95.431165\n", + " 0.943060\n", + " 94.306049\n", " nahezu vollständig redundant\n", " \n", " \n", " 474_SD_27_10051_10037\n", - " 0.938517\n", - " 93.851748\n", + " 0.920379\n", + " 92.037947\n", " nahezu vollständig redundant\n", " \n", " \n", " 475_SD_27_10051_10052\n", - " 0.937687\n", - " 93.768686\n", + " 0.935167\n", + " 93.516683\n", " nahezu vollständig redundant\n", " \n", " \n", " 476_SD_27_10051_10053\n", - " 0.939784\n", - " 93.978385\n", + " 0.937614\n", + " 93.761365\n", " nahezu vollständig redundant\n", " \n", " \n", " 477_SD_27_10051_10050\n", - " 0.931344\n", - " 93.134401\n", + " 0.929141\n", + " 92.914123\n", " nahezu vollständig redundant\n", " \n", " \n", " 478_SD_27_10051_10037\n", - " 0.938517\n", - " 93.851748\n", + " 0.920379\n", + " 92.037947\n", " nahezu vollständig redundant\n", " \n", " \n", " 479_SD_27_10051_10052\n", - " 0.937687\n", - " 93.768686\n", + " 0.935167\n", + " 93.516683\n", " nahezu vollständig redundant\n", " \n", " \n", " 480_SD_27_10051_10053\n", - " 0.939784\n", - " 93.978386\n", + " 0.937614\n", + " 93.761365\n", " nahezu vollständig redundant\n", " \n", " \n", " 481_SD_27_10051_10050\n", - " 0.931344\n", - " 93.134401\n", + " 0.929141\n", + " 92.914123\n", " nahezu vollständig redundant\n", " \n", " \n", " 482_SD_27_10051_10037\n", - " 0.938517\n", - " 93.851748\n", + " 0.920379\n", + " 92.037947\n", " nahezu vollständig redundant\n", " \n", " \n", " 483_SD_27_10051_10052\n", - " 0.937687\n", - " 93.768686\n", + " 0.935167\n", + " 93.516684\n", " nahezu vollständig redundant\n", " \n", " \n", " 484_SD_27_10051_10053\n", - " 0.939784\n", - " 93.978386\n", + " 0.937614\n", + " 93.761365\n", " nahezu vollständig redundant\n", " \n", " \n", " 485_SD_27_10051_10050\n", - " 0.931344\n", - " 93.134401\n", + " 0.929141\n", + " 92.914124\n", " nahezu vollständig redundant\n", " \n", " \n", " 486_SD_28_10011_10001\n", - " 0.935020\n", - " 93.501978\n", + " 0.912452\n", + " 91.245241\n", " nahezu vollständig redundant\n", " \n", " \n", " 487_SD_28_10011_10013\n", - " 0.916103\n", - " 91.610286\n", + " 0.913189\n", + " 91.318925\n", " nahezu vollständig redundant\n", " \n", " \n", " 488_SD_28_10011_10017\n", - " 0.935080\n", - " 93.507952\n", + " 0.929657\n", + " 92.965651\n", " nahezu vollständig redundant\n", " \n", " \n", " 489_SD_28_10011_10028\n", - " 0.934427\n", - " 93.442699\n", + " 0.909268\n", + " 90.926809\n", " nahezu vollständig redundant\n", " \n", " \n", " 490_SD_28_10011_10001\n", - " 0.935020\n", - " 93.501978\n", + " 0.912452\n", + " 91.245240\n", " nahezu vollständig redundant\n", " \n", " \n", " 491_SD_28_10011_10013\n", - " 0.916103\n", - " 91.610287\n", + " 0.913189\n", + " 91.318926\n", " nahezu vollständig redundant\n", " \n", " \n", " 492_SD_28_10011_10017\n", - " 0.935080\n", - " 93.507951\n", + " 0.929657\n", + " 92.965651\n", " nahezu vollständig redundant\n", " \n", " \n", " 493_SD_28_10011_10028\n", - " 0.934427\n", - " 93.442698\n", + " 0.909268\n", + " 90.926808\n", " nahezu vollständig redundant\n", " \n", " \n", " 494_SD_28_10011_10001\n", - " 0.935020\n", - " 93.501978\n", + " 0.912452\n", + " 91.245240\n", " nahezu vollständig redundant\n", " \n", " \n", " 495_SD_28_10011_10013\n", - " 0.916103\n", - " 91.610287\n", + " 0.913189\n", + " 91.318926\n", " nahezu vollständig redundant\n", " \n", " \n", " 496_SD_28_10011_10017\n", - " 0.935080\n", - " 93.507951\n", + " 0.929657\n", + " 92.965651\n", " nahezu vollständig redundant\n", " \n", " \n", " 497_SD_28_10011_10028\n", - " 0.934427\n", - " 93.442699\n", + " 0.909268\n", + " 90.926809\n", " nahezu vollständig redundant\n", " \n", " \n", " 498_SD_29_10017_10011\n", - " 0.935080\n", - " 93.507951\n", + " 0.929657\n", + " 92.965651\n", " nahezu vollständig redundant\n", " \n", " \n", " 499_SD_29_10017_10013\n", - " 0.926990\n", - " 92.698964\n", + " 0.926509\n", + " 92.650909\n", " nahezu vollständig redundant\n", " \n", " \n", " 500_SD_29_10017_10012\n", - " 0.945852\n", - " 94.585188\n", + " 0.945077\n", + " 94.507716\n", " nahezu vollständig redundant\n", " \n", " \n", " 501_SD_29_10017_10014\n", - " 0.961182\n", - " 96.118168\n", + " 0.954469\n", + " 95.446884\n", " nahezu vollständig redundant\n", " \n", " \n", " 502_SD_29_10017_10007\n", - " 0.943363\n", - " 94.336252\n", + " 0.942251\n", + " 94.225081\n", " nahezu vollständig redundant\n", " \n", " \n", " 503_SD_29_10017_10016\n", - " 0.951088\n", - " 95.108810\n", + " 0.950765\n", + " 95.076532\n", " nahezu vollständig redundant\n", " \n", " \n", " 504_SD_29_10017_10019\n", - " 0.928498\n", - " 92.849757\n", + " 0.918837\n", + " 91.883668\n", " nahezu vollständig redundant\n", " \n", " \n", " 505_SD_29_10017_10031\n", - " 0.932094\n", - " 93.209422\n", + " 0.928392\n", + " 92.839248\n", " nahezu vollständig redundant\n", " \n", " \n", " 506_SD_29_10017_10011\n", - " 0.935080\n", - " 93.507951\n", + " 0.929656\n", + " 92.965650\n", " nahezu vollständig redundant\n", " \n", " \n", " 507_SD_29_10017_10013\n", - " 0.926990\n", - " 92.698964\n", + " 0.926509\n", + " 92.650909\n", " nahezu vollständig redundant\n", " \n", " \n", " 508_SD_29_10017_10012\n", - " 0.945852\n", - " 94.585189\n", + " 0.945077\n", + " 94.507716\n", " nahezu vollständig redundant\n", " \n", " \n", " 509_SD_29_10017_10014\n", - " 0.961182\n", - " 96.118168\n", + " 0.954469\n", + " 95.446884\n", " nahezu vollständig redundant\n", " \n", " \n", " 510_SD_29_10017_10007\n", - " 0.943363\n", - " 94.336252\n", + " 0.942251\n", + " 94.225081\n", " nahezu vollständig redundant\n", " \n", " \n", " 511_SD_29_10017_10016\n", - " 0.951088\n", - " 95.108809\n", + " 0.950765\n", + " 95.076532\n", " nahezu vollständig redundant\n", " \n", " \n", " 512_SD_29_10017_10019\n", - " 0.928498\n", - " 92.849757\n", + " 0.918837\n", + " 91.883668\n", " nahezu vollständig redundant\n", " \n", " \n", " 513_SD_29_10017_10031\n", - " 0.932094\n", - " 93.209422\n", + " 0.928392\n", + " 92.839249\n", " nahezu vollständig redundant\n", " \n", " \n", " 514_SD_29_10017_10011\n", - " 0.935080\n", - " 93.507951\n", + " 0.929657\n", + " 92.965650\n", " nahezu vollständig redundant\n", " \n", " \n", " 515_SD_29_10017_10013\n", - " 0.926990\n", - " 92.698963\n", + " 0.926509\n", + " 92.650909\n", " nahezu vollständig redundant\n", " \n", " \n", " 516_SD_29_10017_10012\n", - " 0.945852\n", - " 94.585189\n", + " 0.945077\n", + " 94.507716\n", " nahezu vollständig redundant\n", " \n", " \n", " 517_SD_29_10017_10014\n", - " 0.961182\n", - " 96.118168\n", + " 0.954469\n", + " 95.446884\n", " nahezu vollständig redundant\n", " \n", " \n", " 518_SD_29_10017_10007\n", - " 0.943363\n", - " 94.336252\n", + " 0.942251\n", + " 94.225081\n", " nahezu vollständig redundant\n", " \n", " \n", " 519_SD_29_10017_10016\n", - " 0.951088\n", - " 95.108809\n", + " 0.950765\n", + " 95.076531\n", " nahezu vollständig redundant\n", " \n", " \n", " 520_SD_29_10017_10019\n", - " 0.928498\n", - " 92.849757\n", + " 0.918837\n", + " 91.883667\n", " nahezu vollständig redundant\n", " \n", " \n", " 521_SD_29_10017_10031\n", - " 0.932094\n", - " 93.209422\n", + " 0.928392\n", + " 92.839249\n", " nahezu vollständig redundant\n", " \n", " \n", " 522_SD_30_10013_10017\n", - " 0.926990\n", - " 92.698964\n", + " 0.926509\n", + " 92.650909\n", " nahezu vollständig redundant\n", " \n", " \n", " 523_SD_30_10013_10011\n", - " 0.916103\n", - " 91.610287\n", + " 0.913189\n", + " 91.318926\n", " nahezu vollständig redundant\n", " \n", " \n", " 524_SD_30_10013_10012\n", - " 0.913790\n", - " 91.379035\n", + " 0.912551\n", + " 91.255121\n", " nahezu vollständig redundant\n", " \n", " \n", " 525_SD_30_10013_10017\n", - " 0.926990\n", - " 92.698964\n", + " 0.926509\n", + " 92.650909\n", " nahezu vollständig redundant\n", " \n", " \n", " 526_SD_30_10013_10011\n", - " 0.916103\n", - " 91.610286\n", + " 0.913189\n", + " 91.318926\n", " nahezu vollständig redundant\n", " \n", " \n", " 527_SD_30_10013_10012\n", - " 0.913790\n", - " 91.379035\n", + " 0.912551\n", + " 91.255121\n", " nahezu vollständig redundant\n", " \n", " \n", " 528_SD_30_10013_10017\n", - " 0.926990\n", - " 92.698964\n", + " 0.926509\n", + " 92.650909\n", " nahezu vollständig redundant\n", " \n", " \n", " 529_SD_30_10013_10011\n", - " 0.916103\n", - " 91.610287\n", + " 0.913189\n", + " 91.318926\n", " nahezu vollständig redundant\n", " \n", " \n", " 530_SD_30_10013_10012\n", - " 0.913790\n", - " 91.379035\n", + " 0.912551\n", + " 91.255121\n", " nahezu vollständig redundant\n", " \n", " \n", " 531_SD_31_10007_10008\n", - " 0.954649\n", - " 95.464927\n", + " 0.944954\n", + " 94.495359\n", " nahezu vollständig redundant\n", " \n", " \n", " 532_SD_31_10007_10016\n", - " 0.948461\n", - " 94.846146\n", + " 0.947991\n", + " 94.799101\n", " nahezu vollständig redundant\n", " \n", " \n", " 533_SD_31_10007_10017\n", - " 0.943363\n", - " 94.336251\n", + " 0.942251\n", + " 94.225081\n", " nahezu vollständig redundant\n", " \n", " \n", " 534_SD_31_10007_10015\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 535_SD_31_10007_10003\n", - " 0.936516\n", - " 93.651604\n", + " 0.933508\n", + " 93.350763\n", " nahezu vollständig redundant\n", " \n", " \n", " 536_SD_31_10007_10008\n", - " 0.954649\n", - " 95.464927\n", + " 0.944954\n", + " 94.495359\n", " nahezu vollständig redundant\n", " \n", " \n", " 537_SD_31_10007_10016\n", - " 0.948461\n", - " 94.846146\n", + " 0.947991\n", + " 94.799101\n", " nahezu vollständig redundant\n", " \n", " \n", " 538_SD_31_10007_10017\n", - " 0.943363\n", - " 94.336252\n", + " 0.942251\n", + " 94.225081\n", " nahezu vollständig redundant\n", " \n", " \n", " 539_SD_31_10007_10015\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 540_SD_31_10007_10003\n", - " 0.936516\n", - " 93.651604\n", + " 0.933508\n", + " 93.350763\n", " nahezu vollständig redundant\n", " \n", " \n", " 541_SD_31_10007_10008\n", - " 0.954649\n", - " 95.464927\n", + " 0.944954\n", + " 94.495359\n", " nahezu vollständig redundant\n", " \n", " \n", " 542_SD_31_10007_10016\n", - " 0.948461\n", - " 94.846146\n", + " 0.947991\n", + " 94.799101\n", " nahezu vollständig redundant\n", " \n", " \n", " 543_SD_31_10007_10017\n", - " 0.943363\n", - " 94.336252\n", + " 0.942251\n", + " 94.225081\n", " nahezu vollständig redundant\n", " \n", " \n", " 544_SD_31_10007_10015\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 545_SD_31_10007_10003\n", - " 0.936516\n", - " 93.651604\n", + " 0.933508\n", + " 93.350763\n", " nahezu vollständig redundant\n", " \n", " \n", " 546_SD_32_10016_10007\n", - " 0.948461\n", - " 94.846145\n", + " 0.947991\n", + " 94.799100\n", " nahezu vollständig redundant\n", " \n", " \n", " 547_SD_32_10016_10031\n", - " 0.920711\n", - " 92.071123\n", + " 0.915062\n", + " 91.506205\n", " nahezu vollständig redundant\n", " \n", " \n", " 548_SD_32_10016_10017\n", - " 0.951088\n", - " 95.108809\n", + " 0.950765\n", + " 95.076532\n", " nahezu vollständig redundant\n", " \n", " \n", " 549_SD_32_10016_10014\n", - " 0.960544\n", - " 96.054422\n", + " 0.954524\n", + " 95.452365\n", " nahezu vollständig redundant\n", " \n", " \n", " 550_SD_32_10016_10012\n", - " 0.941445\n", - " 94.144526\n", + " 0.941034\n", + " 94.103378\n", " nahezu vollständig redundant\n", " \n", " \n", " 551_SD_32_10016_10015\n", - " 0.943148\n", - " 94.314799\n", + " 0.942818\n", + " 94.281807\n", " nahezu vollständig redundant\n", " \n", " \n", " 552_SD_32_10016_10003\n", - " 0.939904\n", - " 93.990400\n", + " 0.935961\n", + " 93.596144\n", " nahezu vollständig redundant\n", " \n", " \n", " 553_SD_32_10016_10007\n", - " 0.948461\n", - " 94.846146\n", + " 0.947991\n", + " 94.799100\n", " nahezu vollständig redundant\n", " \n", " \n", " 554_SD_32_10016_10031\n", - " 0.920711\n", - " 92.071124\n", + " 0.915062\n", + " 91.506205\n", " nahezu vollständig redundant\n", " \n", " \n", " 555_SD_32_10016_10017\n", - " 0.951088\n", - " 95.108809\n", + " 0.950765\n", + " 95.076531\n", " nahezu vollständig redundant\n", " \n", " \n", " 556_SD_32_10016_10014\n", - " 0.960544\n", - " 96.054422\n", + " 0.954524\n", + " 95.452365\n", " nahezu vollständig redundant\n", " \n", " \n", " 557_SD_32_10016_10012\n", - " 0.941445\n", - " 94.144526\n", + " 0.941034\n", + " 94.103379\n", " nahezu vollständig redundant\n", " \n", " \n", " 558_SD_32_10016_10015\n", - " 0.943148\n", - " 94.314799\n", + " 0.942818\n", + " 94.281807\n", " nahezu vollständig redundant\n", " \n", " \n", " 559_SD_32_10016_10003\n", - " 0.939904\n", - " 93.990400\n", + " 0.935961\n", + " 93.596144\n", " nahezu vollständig redundant\n", " \n", " \n", " 560_SD_32_10016_10007\n", - " 0.948461\n", - " 94.846145\n", + " 0.947991\n", + " 94.799100\n", " nahezu vollständig redundant\n", " \n", " \n", " 561_SD_32_10016_10031\n", - " 0.920711\n", - " 92.071124\n", + " 0.915062\n", + " 91.506205\n", " nahezu vollständig redundant\n", " \n", " \n", " 562_SD_32_10016_10017\n", - " 0.951088\n", - " 95.108809\n", + " 0.950765\n", + " 95.076531\n", " nahezu vollständig redundant\n", " \n", " \n", " 563_SD_32_10016_10014\n", - " 0.960544\n", - " 96.054422\n", + " 0.954524\n", + " 95.452365\n", " nahezu vollständig redundant\n", " \n", " \n", " 564_SD_32_10016_10012\n", - " 0.941445\n", - " 94.144526\n", + " 0.941034\n", + " 94.103379\n", " nahezu vollständig redundant\n", " \n", " \n", " 565_SD_32_10016_10015\n", - " 0.943148\n", - " 94.314799\n", + " 0.942818\n", + " 94.281807\n", " nahezu vollständig redundant\n", " \n", " \n", " 566_SD_32_10016_10003\n", - " 0.939904\n", - " 93.990399\n", + " 0.935961\n", + " 93.596144\n", " nahezu vollständig redundant\n", " \n", " \n", " 567_SD_33_10015_10007\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 568_SD_33_10015_10016\n", - " 0.943148\n", - " 94.314800\n", + " 0.942818\n", + " 94.281807\n", " nahezu vollständig redundant\n", " \n", " \n", " 569_SD_33_10015_10014\n", - " 0.947853\n", - " 94.785330\n", + " 0.944633\n", + " 94.463283\n", " nahezu vollständig redundant\n", " \n", " \n", " 570_SD_33_10015_10012\n", - " 0.932888\n", - " 93.288804\n", + " 0.932639\n", + " 93.263872\n", " nahezu vollständig redundant\n", " \n", " \n", " 571_SD_33_10015_10007\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 572_SD_33_10015_10016\n", - " 0.943148\n", - " 94.314800\n", + " 0.942818\n", + " 94.281807\n", " nahezu vollständig redundant\n", " \n", " \n", " 573_SD_33_10015_10014\n", - " 0.947853\n", - " 94.785330\n", + " 0.944633\n", + " 94.463283\n", " nahezu vollständig redundant\n", " \n", " \n", " 574_SD_33_10015_10012\n", - " 0.932888\n", - " 93.288804\n", + " 0.932639\n", + " 93.263872\n", " nahezu vollständig redundant\n", " \n", " \n", " 575_SD_33_10015_10007\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 576_SD_33_10015_10016\n", - " 0.943148\n", - " 94.314800\n", + " 0.942818\n", + " 94.281807\n", " nahezu vollständig redundant\n", " \n", " \n", " 577_SD_33_10015_10014\n", - " 0.947853\n", - " 94.785330\n", + " 0.944633\n", + " 94.463283\n", " nahezu vollständig redundant\n", " \n", " \n", " 578_SD_33_10015_10012\n", - " 0.932888\n", - " 93.288804\n", + " 0.932639\n", + " 93.263872\n", " nahezu vollständig redundant\n", " \n", " \n", " 579_SD_34_10014_10017\n", - " 0.961182\n", - " 96.118168\n", + " 0.954469\n", + " 95.446884\n", " nahezu vollständig redundant\n", " \n", " \n", " 580_SD_34_10014_10012\n", - " 0.948119\n", - " 94.811933\n", + " 0.943468\n", + " 94.346832\n", " nahezu vollständig redundant\n", " \n", " \n", " 581_SD_34_10014_10015\n", - " 0.947853\n", - " 94.785330\n", + " 0.944633\n", + " 94.463283\n", " nahezu vollständig redundant\n", " \n", " \n", " 582_SD_34_10014_10016\n", - " 0.960544\n", - " 96.054423\n", + " 0.954524\n", + " 95.452366\n", " nahezu vollständig redundant\n", " \n", " \n", " 583_SD_34_10014_10017\n", - " 0.961182\n", - " 96.118168\n", + " 0.954469\n", + " 95.446884\n", " nahezu vollständig redundant\n", " \n", " \n", " 584_SD_34_10014_10012\n", - " 0.948119\n", - " 94.811933\n", + " 0.943468\n", + " 94.346832\n", " nahezu vollständig redundant\n", " \n", " \n", " 585_SD_34_10014_10015\n", - " 0.947853\n", - " 94.785330\n", + " 0.944633\n", + " 94.463284\n", " nahezu vollständig redundant\n", " \n", " \n", " 586_SD_34_10014_10016\n", - " 0.960544\n", - " 96.054423\n", + " 0.954524\n", + " 95.452366\n", " nahezu vollständig redundant\n", " \n", " \n", " 587_SD_34_10014_10017\n", - " 0.961182\n", - " 96.118168\n", + " 0.954469\n", + " 95.446884\n", " nahezu vollständig redundant\n", " \n", " \n", " 588_SD_34_10014_10012\n", - " 0.948119\n", - " 94.811933\n", + " 0.943468\n", + " 94.346832\n", " nahezu vollständig redundant\n", " \n", " \n", " 589_SD_34_10014_10015\n", - " 0.947853\n", - " 94.785330\n", + " 0.944633\n", + " 94.463284\n", " nahezu vollständig redundant\n", " \n", " \n", " 590_SD_34_10014_10016\n", - " 0.960544\n", - " 96.054423\n", + " 0.954524\n", + " 95.452366\n", " nahezu vollständig redundant\n", " \n", " \n", " 591_SD_35_10012_10015\n", - " 0.932888\n", - " 93.288804\n", + " 0.932639\n", + " 93.263872\n", " nahezu vollständig redundant\n", " \n", " \n", " 592_SD_35_10012_10016\n", - " 0.941445\n", - " 94.144526\n", + " 0.941034\n", + " 94.103378\n", " nahezu vollständig redundant\n", " \n", " \n", " 593_SD_35_10012_10014\n", - " 0.948119\n", - " 94.811933\n", + " 0.943468\n", + " 94.346832\n", " nahezu vollständig redundant\n", " \n", " \n", " 594_SD_35_10012_10017\n", - " 0.945852\n", - " 94.585188\n", + " 0.945077\n", + " 94.507716\n", " nahezu vollständig redundant\n", " \n", " \n", " 595_SD_35_10012_10013\n", - " 0.913790\n", - " 91.379035\n", + " 0.912551\n", + " 91.255121\n", " nahezu vollständig redundant\n", " \n", " \n", " 596_SD_35_10012_10015\n", - " 0.932888\n", - " 93.288804\n", + " 0.932639\n", + " 93.263872\n", " nahezu vollständig redundant\n", " \n", " \n", " 597_SD_35_10012_10016\n", - " 0.941445\n", - " 94.144526\n", + " 0.941034\n", + " 94.103379\n", " nahezu vollständig redundant\n", " \n", " \n", " 598_SD_35_10012_10014\n", - " 0.948119\n", - " 94.811933\n", + " 0.943468\n", + " 94.346832\n", " nahezu vollständig redundant\n", " \n", " \n", " 599_SD_35_10012_10017\n", - " 0.945852\n", - " 94.585188\n", + " 0.945077\n", + " 94.507715\n", " nahezu vollständig redundant\n", " \n", " \n", " 600_SD_35_10012_10013\n", - " 0.913790\n", - " 91.379035\n", + " 0.912551\n", + " 91.255121\n", " nahezu vollständig redundant\n", " \n", " \n", " 601_SD_35_10012_10015\n", - " 0.932888\n", - " 93.288804\n", + " 0.932639\n", + " 93.263872\n", " nahezu vollständig redundant\n", " \n", " \n", " 602_SD_35_10012_10016\n", - " 0.941445\n", - " 94.144526\n", + " 0.941034\n", + " 94.103379\n", " nahezu vollständig redundant\n", " \n", " \n", " 603_SD_35_10012_10014\n", - " 0.948119\n", - " 94.811933\n", + " 0.943468\n", + " 94.346832\n", " nahezu vollständig redundant\n", " \n", " \n", " 604_SD_35_10012_10017\n", - " 0.945852\n", - " 94.585188\n", + " 0.945077\n", + " 94.507716\n", " nahezu vollständig redundant\n", " \n", " \n", " 605_SD_35_10012_10013\n", - " 0.913790\n", - " 91.379035\n", + " 0.912551\n", + " 91.255121\n", " nahezu vollständig redundant\n", " \n", " \n", " 606_SD_36_10033_10019\n", - " 0.924639\n", - " 92.463864\n", + " 0.922089\n", + " 92.208903\n", " nahezu vollständig redundant\n", " \n", " \n", " 607_SD_36_10033_10025\n", - " 0.912296\n", - " 91.229591\n", + " 0.908939\n", + " 90.893895\n", " nahezu vollständig redundant\n", " \n", " \n", " 608_SD_36_10033_10039\n", - " 0.936514\n", - " 93.651363\n", + " 0.932449\n", + " 93.244890\n", " nahezu vollständig redundant\n", " \n", " \n", " 609_SD_36_10033_10032\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366112\n", " nahezu vollständig redundant\n", " \n", " \n", " 610_SD_36_10033_10031\n", - " 0.930422\n", - " 93.042209\n", + " 0.928937\n", + " 92.893733\n", " nahezu vollständig redundant\n", " \n", " \n", " 611_SD_36_10033_10019\n", - " 0.924639\n", - " 92.463863\n", + " 0.922089\n", + " 92.208902\n", " nahezu vollständig redundant\n", " \n", " \n", " 612_SD_36_10033_10025\n", - " 0.912296\n", - " 91.229591\n", + " 0.908939\n", + " 90.893895\n", " nahezu vollständig redundant\n", " \n", " \n", " 613_SD_36_10033_10039\n", - " 0.936514\n", - " 93.651363\n", + " 0.932449\n", + " 93.244889\n", " nahezu vollständig redundant\n", " \n", " \n", " 614_SD_36_10033_10032\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366112\n", " nahezu vollständig redundant\n", " \n", " \n", " 615_SD_36_10033_10031\n", - " 0.930422\n", - " 93.042209\n", + " 0.928937\n", + " 92.893733\n", " nahezu vollständig redundant\n", " \n", " \n", " 616_SD_36_10033_10019\n", - " 0.924639\n", - " 92.463863\n", + " 0.922089\n", + " 92.208903\n", " nahezu vollständig redundant\n", " \n", " \n", " 617_SD_36_10033_10025\n", - " 0.912296\n", - " 91.229591\n", + " 0.908939\n", + " 90.893895\n", " nahezu vollständig redundant\n", " \n", " \n", " 618_SD_36_10033_10039\n", - " 0.936514\n", - " 93.651363\n", + " 0.932449\n", + " 93.244890\n", " nahezu vollständig redundant\n", " \n", " \n", " 619_SD_36_10033_10032\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366112\n", " nahezu vollständig redundant\n", " \n", " \n", " 620_SD_36_10033_10031\n", - " 0.930422\n", - " 93.042209\n", + " 0.928937\n", + " 92.893733\n", " nahezu vollständig redundant\n", " \n", " \n", " 621_SD_37_10032_10033\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366112\n", " nahezu vollständig redundant\n", " \n", " \n", " 622_SD_37_10032_10039\n", - " 0.935764\n", - " 93.576429\n", + " 0.934791\n", + " 93.479059\n", " nahezu vollständig redundant\n", " \n", " \n", " 623_SD_37_10032_10038\n", - " 0.928278\n", - " 92.827811\n", + " 0.925317\n", + " 92.531671\n", " nahezu vollständig redundant\n", " \n", " \n", " 624_SD_37_10032_10031\n", - " 0.921660\n", - " 92.165993\n", + " 0.920542\n", + " 92.054220\n", " nahezu vollständig redundant\n", " \n", " \n", " 625_SD_37_10032_10033\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366112\n", " nahezu vollständig redundant\n", " \n", " \n", " 626_SD_37_10032_10039\n", - " 0.935764\n", - " 93.576429\n", + " 0.934791\n", + " 93.479059\n", " nahezu vollständig redundant\n", " \n", " \n", " 627_SD_37_10032_10038\n", - " 0.928278\n", - " 92.827810\n", + " 0.925317\n", + " 92.531671\n", " nahezu vollständig redundant\n", " \n", " \n", " 628_SD_37_10032_10031\n", - " 0.921660\n", - " 92.165993\n", + " 0.920542\n", + " 92.054220\n", " nahezu vollständig redundant\n", " \n", " \n", " 629_SD_37_10032_10033\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 630_SD_37_10032_10039\n", - " 0.935764\n", - " 93.576429\n", + " 0.934791\n", + " 93.479059\n", " nahezu vollständig redundant\n", " \n", " \n", " 631_SD_37_10032_10038\n", - " 0.928278\n", - " 92.827811\n", + " 0.925317\n", + " 92.531671\n", " nahezu vollständig redundant\n", " \n", " \n", " 632_SD_37_10032_10031\n", - " 0.921660\n", - " 92.165993\n", + " 0.920542\n", + " 92.054220\n", " nahezu vollständig redundant\n", " \n", " \n", " 633_SD_38_10031_10017\n", - " 0.932094\n", - " 93.209423\n", + " 0.928392\n", + " 92.839250\n", " nahezu vollständig redundant\n", " \n", " \n", " 634_SD_38_10031_10033\n", - " 0.930422\n", - " 93.042209\n", + " 0.928937\n", + " 92.893733\n", " nahezu vollständig redundant\n", " \n", " \n", " 635_SD_38_10031_10032\n", - " 0.921660\n", - " 92.165994\n", + " 0.920542\n", + " 92.054220\n", " nahezu vollständig redundant\n", " \n", " \n", " 636_SD_38_10031_10030\n", - " 0.915857\n", - " 91.585667\n", + " 0.909680\n", + " 90.967954\n", " nahezu vollständig redundant\n", " \n", " \n", " 637_SD_38_10031_10017\n", - " 0.932094\n", - " 93.209423\n", + " 0.928392\n", + " 92.839249\n", " nahezu vollständig redundant\n", " \n", " \n", " 638_SD_38_10031_10033\n", - " 0.930422\n", - " 93.042209\n", + " 0.928937\n", + " 92.893733\n", " nahezu vollständig redundant\n", " \n", " \n", " 639_SD_38_10031_10032\n", - " 0.921660\n", - " 92.165993\n", + " 0.920542\n", + " 92.054220\n", " nahezu vollständig redundant\n", " \n", " \n", " 640_SD_38_10031_10030\n", - " 0.915857\n", - " 91.585667\n", + " 0.909680\n", + " 90.967955\n", " nahezu vollständig redundant\n", " \n", " \n", " 641_SD_38_10031_10017\n", - " 0.932094\n", - " 93.209423\n", + " 0.928392\n", + " 92.839249\n", " nahezu vollständig redundant\n", " \n", " \n", " 642_SD_38_10031_10033\n", - " 0.930422\n", - " 93.042209\n", + " 0.928937\n", + " 92.893733\n", " nahezu vollständig redundant\n", " \n", " \n", " 643_SD_38_10031_10032\n", - " 0.921660\n", - " 92.165993\n", + " 0.920542\n", + " 92.054220\n", " nahezu vollständig redundant\n", " \n", " \n", " 644_SD_38_10031_10030\n", - " 0.915857\n", - " 91.585667\n", + " 0.909680\n", + " 90.967955\n", " nahezu vollständig redundant\n", " \n", " \n", " 645_SD_39_10038_10041\n", - " 0.908444\n", - " 90.844396\n", + " 0.904081\n", + " 90.408099\n", " nahezu vollständig redundant\n", " \n", " \n", " 646_SD_39_10038_10037\n", - " 0.949286\n", - " 94.928644\n", + " 0.945983\n", + " 94.598273\n", " nahezu vollständig redundant\n", " \n", " \n", " 647_SD_39_10038_10036\n", - " 0.928406\n", - " 92.840586\n", + " 0.927762\n", + " 92.776236\n", " nahezu vollständig redundant\n", " \n", " \n", " 648_SD_39_10038_10032\n", - " 0.928278\n", - " 92.827812\n", + " 0.925317\n", + " 92.531673\n", " nahezu vollständig redundant\n", " \n", " \n", " 649_SD_39_10038_10039\n", - " 0.935023\n", - " 93.502306\n", + " 0.934425\n", + " 93.442489\n", " nahezu vollständig redundant\n", " \n", " \n", " 650_SD_39_10038_10041\n", - " 0.908444\n", - " 90.844396\n", + " 0.904081\n", + " 90.408100\n", " nahezu vollständig redundant\n", " \n", " \n", " 651_SD_39_10038_10037\n", - " 0.949286\n", - " 94.928644\n", + " 0.945983\n", + " 94.598273\n", " nahezu vollständig redundant\n", " \n", " \n", " 652_SD_39_10038_10036\n", - " 0.928406\n", - " 92.840586\n", + " 0.927762\n", + " 92.776236\n", " nahezu vollständig redundant\n", " \n", " \n", " 653_SD_39_10038_10032\n", - " 0.928278\n", - " 92.827812\n", + " 0.925317\n", + " 92.531673\n", " nahezu vollständig redundant\n", " \n", " \n", " 654_SD_39_10038_10039\n", - " 0.935023\n", - " 93.502306\n", + " 0.934425\n", + " 93.442489\n", " nahezu vollständig redundant\n", " \n", " \n", " 655_SD_39_10038_10041\n", - " 0.908444\n", - " 90.844397\n", + " 0.904081\n", + " 90.408100\n", " nahezu vollständig redundant\n", " \n", " \n", " 656_SD_39_10038_10037\n", - " 0.949286\n", - " 94.928644\n", + " 0.945983\n", + " 94.598273\n", " nahezu vollständig redundant\n", " \n", " \n", " 657_SD_39_10038_10036\n", - " 0.928406\n", - " 92.840585\n", + " 0.927762\n", + " 92.776236\n", " nahezu vollständig redundant\n", " \n", " \n", " 658_SD_39_10038_10032\n", - " 0.928278\n", - " 92.827812\n", + " 0.925317\n", + " 92.531673\n", " nahezu vollständig redundant\n", " \n", " \n", " 659_SD_39_10038_10039\n", - " 0.935023\n", - " 93.502306\n", + " 0.934425\n", + " 93.442489\n", " nahezu vollständig redundant\n", " \n", " \n", " 660_SD_40_10039_10032\n", - " 0.935764\n", - " 93.576429\n", + " 0.934791\n", + " 93.479059\n", " nahezu vollständig redundant\n", " \n", " \n", " 661_SD_40_10039_10033\n", - " 0.936514\n", - " 93.651363\n", + " 0.932449\n", + " 93.244889\n", " nahezu vollständig redundant\n", " \n", " \n", " 662_SD_40_10039_10037\n", - " 0.943010\n", - " 94.301007\n", + " 0.936898\n", + " 93.689828\n", " nahezu vollständig redundant\n", " \n", " \n", " 663_SD_40_10039_10038\n", - " 0.935023\n", - " 93.502305\n", + " 0.934425\n", + " 93.442488\n", " nahezu vollständig redundant\n", " \n", " \n", " 664_SD_40_10039_10029\n", - " 0.922169\n", - " 92.216933\n", + " 0.916981\n", + " 91.698059\n", " nahezu vollständig redundant\n", " \n", " \n", " 665_SD_40_10039_10032\n", - " 0.935764\n", - " 93.576429\n", + " 0.934791\n", + " 93.479059\n", " nahezu vollständig redundant\n", " \n", " \n", " 666_SD_40_10039_10033\n", - " 0.936514\n", - " 93.651362\n", + " 0.932449\n", + " 93.244889\n", " nahezu vollständig redundant\n", " \n", " \n", " 667_SD_40_10039_10037\n", - " 0.943010\n", - " 94.301007\n", + " 0.936898\n", + " 93.689828\n", " nahezu vollständig redundant\n", " \n", " \n", " 668_SD_40_10039_10038\n", - " 0.935023\n", - " 93.502305\n", + " 0.934425\n", + " 93.442488\n", " nahezu vollständig redundant\n", " \n", " \n", " 669_SD_40_10039_10029\n", - " 0.922169\n", - " 92.216932\n", + " 0.916981\n", + " 91.698059\n", " nahezu vollständig redundant\n", " \n", " \n", " 670_SD_40_10039_10032\n", - " 0.935764\n", - " 93.576429\n", + " 0.934791\n", + " 93.479059\n", " nahezu vollständig redundant\n", " \n", " \n", " 671_SD_40_10039_10033\n", - " 0.936514\n", - " 93.651362\n", + " 0.932449\n", + " 93.244889\n", " nahezu vollständig redundant\n", " \n", " \n", " 672_SD_40_10039_10037\n", - " 0.943010\n", - " 94.301007\n", + " 0.936898\n", + " 93.689827\n", " nahezu vollständig redundant\n", " \n", " \n", " 673_SD_40_10039_10038\n", - " 0.935023\n", - " 93.502305\n", + " 0.934425\n", + " 93.442488\n", " nahezu vollständig redundant\n", " \n", " \n", " 674_SD_40_10039_10029\n", - " 0.922169\n", - " 92.216932\n", + " 0.916981\n", + " 91.698059\n", " nahezu vollständig redundant\n", " \n", " \n", " 675_SD_41_10035_10037\n", - " 0.958966\n", - " 95.896630\n", + " 0.953633\n", + " 95.363317\n", " nahezu vollständig redundant\n", " \n", " \n", " 676_SD_41_10035_10036\n", - " 0.947568\n", - " 94.756829\n", + " 0.946960\n", + " 94.696016\n", " nahezu vollständig redundant\n", " \n", " \n", " 677_SD_41_10035_10034\n", - " 0.949865\n", - " 94.986499\n", + " 0.948553\n", + " 94.855326\n", " nahezu vollständig redundant\n", " \n", " \n", " 678_SD_41_10035_10030\n", - " 0.927884\n", - " 92.788365\n", + " 0.924373\n", + " 92.437299\n", " nahezu vollständig redundant\n", " \n", " \n", " 679_SD_41_10035_10029\n", - " 0.929267\n", - " 92.926711\n", + " 0.926850\n", + " 92.684960\n", " nahezu vollständig redundant\n", " \n", " \n", " 680_SD_41_10035_10037\n", - " 0.958966\n", - " 95.896630\n", + " 0.953633\n", + " 95.363317\n", " nahezu vollständig redundant\n", " \n", " \n", " 681_SD_41_10035_10036\n", - " 0.947568\n", - " 94.756829\n", + " 0.946960\n", + " 94.696016\n", " nahezu vollständig redundant\n", " \n", " \n", " 682_SD_41_10035_10034\n", - " 0.949865\n", - " 94.986499\n", + " 0.948553\n", + " 94.855326\n", " nahezu vollständig redundant\n", " \n", " \n", " 683_SD_41_10035_10030\n", - " 0.927884\n", - " 92.788365\n", + " 0.924373\n", + " 92.437299\n", " nahezu vollständig redundant\n", " \n", " \n", " 684_SD_41_10035_10029\n", - " 0.929267\n", - " 92.926711\n", + " 0.926850\n", + " 92.684960\n", " nahezu vollständig redundant\n", " \n", " \n", " 685_SD_41_10035_10037\n", - " 0.958966\n", - " 95.896630\n", + " 0.953633\n", + " 95.363317\n", " nahezu vollständig redundant\n", " \n", " \n", " 686_SD_41_10035_10036\n", - " 0.947568\n", - " 94.756829\n", + " 0.946960\n", + " 94.696016\n", " nahezu vollständig redundant\n", " \n", " \n", " 687_SD_41_10035_10034\n", - " 0.949865\n", - " 94.986499\n", + " 0.948553\n", + " 94.855326\n", " nahezu vollständig redundant\n", " \n", " \n", " 688_SD_41_10035_10030\n", - " 0.927884\n", - " 92.788364\n", + " 0.924373\n", + " 92.437299\n", " nahezu vollständig redundant\n", " \n", " \n", " 689_SD_41_10035_10029\n", - " 0.929267\n", - " 92.926711\n", + " 0.926850\n", + " 92.684960\n", " nahezu vollständig redundant\n", " \n", " \n", " 690_SD_42_10036_10038\n", - " 0.928406\n", - " 92.840584\n", + " 0.927762\n", + " 92.776235\n", " nahezu vollständig redundant\n", " \n", " \n", " 691_SD_42_10036_10037\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024712\n", " nahezu vollständig redundant\n", " \n", " \n", " 692_SD_42_10036_10034\n", - " 0.942218\n", - " 94.221832\n", + " 0.939367\n", + " 93.936695\n", " nahezu vollständig redundant\n", " \n", " \n", " 693_SD_42_10036_10035\n", - " 0.947568\n", - " 94.756829\n", + " 0.946960\n", + " 94.696016\n", " nahezu vollständig redundant\n", " \n", " \n", " 694_SD_42_10036_10038\n", - " 0.928406\n", - " 92.840584\n", + " 0.927762\n", + " 92.776235\n", " nahezu vollständig redundant\n", " \n", " \n", " 695_SD_42_10036_10037\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024712\n", " nahezu vollständig redundant\n", " \n", " \n", " 696_SD_42_10036_10034\n", - " 0.942218\n", - " 94.221832\n", + " 0.939367\n", + " 93.936695\n", " nahezu vollständig redundant\n", " \n", " \n", " 697_SD_42_10036_10035\n", - " 0.947568\n", - " 94.756829\n", + " 0.946960\n", + " 94.696016\n", " nahezu vollständig redundant\n", " \n", " \n", " 698_SD_42_10036_10038\n", - " 0.928406\n", - " 92.840584\n", + " 0.927762\n", + " 92.776235\n", " nahezu vollständig redundant\n", " \n", " \n", " 699_SD_42_10036_10037\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024712\n", " nahezu vollständig redundant\n", " \n", " \n", " 700_SD_42_10036_10034\n", - " 0.942218\n", - " 94.221832\n", + " 0.939367\n", + " 93.936695\n", " nahezu vollständig redundant\n", " \n", " \n", " 701_SD_42_10036_10035\n", - " 0.947568\n", - " 94.756830\n", + " 0.946960\n", + " 94.696016\n", " nahezu vollständig redundant\n", " \n", " \n", " 702_SD_43_10028_10011\n", - " 0.934427\n", - " 93.442691\n", + " 0.909268\n", + " 90.926798\n", " nahezu vollständig redundant\n", " \n", " \n", " 703_SD_43_10028_10030\n", - " 0.933671\n", - " 93.367071\n", + " 0.923904\n", + " 92.390437\n", " nahezu vollständig redundant\n", " \n", " \n", " 704_SD_43_10028_10029\n", - " 0.938934\n", - " 93.893370\n", + " 0.926778\n", + " 92.677819\n", " nahezu vollständig redundant\n", " \n", " \n", " 705_SD_43_10028_10034\n", - " 0.922137\n", - " 92.213689\n", + " 0.895231\n", + " 89.523133\n", " nahezu vollständig redundant\n", " \n", " \n", " 706_SD_43_10028_10011\n", - " 0.934427\n", - " 93.442691\n", + " 0.909268\n", + " 90.926798\n", " nahezu vollständig redundant\n", " \n", " \n", " 707_SD_43_10028_10030\n", - " 0.933671\n", - " 93.367071\n", + " 0.923904\n", + " 92.390437\n", " nahezu vollständig redundant\n", " \n", " \n", " 708_SD_43_10028_10029\n", - " 0.938934\n", - " 93.893370\n", + " 0.926778\n", + " 92.677818\n", " nahezu vollständig redundant\n", " \n", " \n", " 709_SD_43_10028_10034\n", - " 0.922137\n", - " 92.213689\n", + " 0.895231\n", + " 89.523134\n", " nahezu vollständig redundant\n", " \n", " \n", " 710_SD_43_10028_10011\n", - " 0.934427\n", - " 93.442692\n", + " 0.909268\n", + " 90.926799\n", " nahezu vollständig redundant\n", " \n", " \n", " 711_SD_43_10028_10030\n", - " 0.933671\n", - " 93.367071\n", + " 0.923904\n", + " 92.390437\n", " nahezu vollständig redundant\n", " \n", " \n", " 712_SD_43_10028_10029\n", - " 0.938934\n", - " 93.893370\n", + " 0.926778\n", + " 92.677819\n", " nahezu vollständig redundant\n", " \n", " \n", " 713_SD_43_10028_10034\n", - " 0.922137\n", - " 92.213689\n", + " 0.895231\n", + " 89.523133\n", " nahezu vollständig redundant\n", " \n", " \n", " 714_SD_44_10034_10028\n", - " 0.922137\n", - " 92.213692\n", + " 0.895231\n", + " 89.523136\n", " nahezu vollständig redundant\n", " \n", " \n", " 715_SD_44_10034_10035\n", - " 0.949865\n", - " 94.986498\n", + " 0.948553\n", + " 94.855325\n", " nahezu vollständig redundant\n", " \n", " \n", " 716_SD_44_10034_10037\n", - " 0.951553\n", - " 95.155250\n", + " 0.941315\n", + " 94.131525\n", " nahezu vollständig redundant\n", " \n", " \n", " 717_SD_44_10034_10036\n", - " 0.942218\n", - " 94.221831\n", + " 0.939367\n", + " 93.936694\n", " nahezu vollständig redundant\n", " \n", " \n", " 718_SD_44_10034_10045\n", - " 0.903804\n", - " 90.380397\n", + " 0.855476\n", + " 85.547617\n", " nahezu vollständig redundant\n", " \n", " \n", " 719_SD_44_10034_10028\n", - " 0.922137\n", - " 92.213692\n", + " 0.895231\n", + " 89.523137\n", " nahezu vollständig redundant\n", " \n", " \n", " 720_SD_44_10034_10035\n", - " 0.949865\n", - " 94.986499\n", + " 0.948553\n", + " 94.855325\n", " nahezu vollständig redundant\n", " \n", " \n", " 721_SD_44_10034_10037\n", - " 0.951553\n", - " 95.155250\n", + " 0.941315\n", + " 94.131525\n", " nahezu vollständig redundant\n", " \n", " \n", " 722_SD_44_10034_10036\n", - " 0.942218\n", - " 94.221832\n", + " 0.939367\n", + " 93.936695\n", " nahezu vollständig redundant\n", " \n", " \n", " 723_SD_44_10034_10045\n", - " 0.903804\n", - " 90.380397\n", + " 0.855476\n", + " 85.547618\n", " nahezu vollständig redundant\n", " \n", " \n", " 724_SD_44_10034_10028\n", - " 0.922137\n", - " 92.213691\n", + " 0.895231\n", + " 89.523136\n", " nahezu vollständig redundant\n", " \n", " \n", " 725_SD_44_10034_10035\n", - " 0.949865\n", - " 94.986499\n", + " 0.948553\n", + " 94.855325\n", " nahezu vollständig redundant\n", " \n", " \n", " 726_SD_44_10034_10037\n", - " 0.951552\n", - " 95.155250\n", + " 0.941315\n", + " 94.131525\n", " nahezu vollständig redundant\n", " \n", " \n", " 727_SD_44_10034_10036\n", - " 0.942218\n", - " 94.221832\n", + " 0.939367\n", + " 93.936695\n", " nahezu vollständig redundant\n", " \n", " \n", " 728_SD_44_10034_10045\n", - " 0.903804\n", - " 90.380397\n", + " 0.855476\n", + " 85.547618\n", " nahezu vollständig redundant\n", " \n", " \n", " 729_SD_45_10030_10028\n", - " 0.933671\n", - " 93.367071\n", + " 0.923904\n", + " 92.390437\n", " nahezu vollständig redundant\n", " \n", " \n", " 730_SD_45_10030_10031\n", - " 0.915857\n", - " 91.585668\n", + " 0.909680\n", + " 90.967955\n", " nahezu vollständig redundant\n", " \n", " \n", " 731_SD_45_10030_10029\n", - " 0.926757\n", - " 92.675669\n", + " 0.926561\n", + " 92.656079\n", " nahezu vollständig redundant\n", " \n", " \n", " 732_SD_45_10030_10035\n", - " 0.927884\n", - " 92.788364\n", + " 0.924373\n", + " 92.437298\n", " nahezu vollständig redundant\n", " \n", " \n", " 733_SD_45_10030_10028\n", - " 0.933671\n", - " 93.367071\n", + " 0.923904\n", + " 92.390437\n", " nahezu vollständig redundant\n", " \n", " \n", " 734_SD_45_10030_10031\n", - " 0.915857\n", - " 91.585668\n", + " 0.909680\n", + " 90.967955\n", " nahezu vollständig redundant\n", " \n", " \n", " 735_SD_45_10030_10029\n", - " 0.926757\n", - " 92.675669\n", + " 0.926561\n", + " 92.656079\n", " nahezu vollständig redundant\n", " \n", " \n", " 736_SD_45_10030_10035\n", - " 0.927884\n", - " 92.788364\n", + " 0.924373\n", + " 92.437298\n", " nahezu vollständig redundant\n", " \n", " \n", " 737_SD_45_10030_10028\n", - " 0.933671\n", - " 93.367071\n", + " 0.923904\n", + " 92.390437\n", " nahezu vollständig redundant\n", " \n", " \n", " 738_SD_45_10030_10031\n", - " 0.915857\n", - " 91.585667\n", + " 0.909680\n", + " 90.967955\n", " nahezu vollständig redundant\n", " \n", " \n", " 739_SD_45_10030_10029\n", - " 0.926757\n", - " 92.675669\n", + " 0.926561\n", + " 92.656079\n", " nahezu vollständig redundant\n", " \n", " \n", " 740_SD_45_10030_10035\n", - " 0.927884\n", - " 92.788364\n", + " 0.924373\n", + " 92.437299\n", " nahezu vollständig redundant\n", " \n", " \n", " 741_SD_46_10029_10030\n", - " 0.926757\n", - " 92.675669\n", + " 0.926561\n", + " 92.656079\n", " nahezu vollständig redundant\n", " \n", " \n", " 742_SD_46_10029_10039\n", - " 0.922169\n", - " 92.216933\n", + " 0.916981\n", + " 91.698060\n", " nahezu vollständig redundant\n", " \n", " \n", " 743_SD_46_10029_10035\n", - " 0.929267\n", - " 92.926711\n", + " 0.926850\n", + " 92.684960\n", " nahezu vollständig redundant\n", " \n", " \n", " 744_SD_46_10029_10028\n", - " 0.938934\n", - " 93.893371\n", + " 0.926778\n", + " 92.677819\n", " nahezu vollständig redundant\n", " \n", " \n", " 745_SD_46_10029_10030\n", - " 0.926757\n", - " 92.675669\n", + " 0.926561\n", + " 92.656079\n", " nahezu vollständig redundant\n", " \n", " \n", " 746_SD_46_10029_10039\n", - " 0.922169\n", - " 92.216933\n", + " 0.916981\n", + " 91.698060\n", " nahezu vollständig redundant\n", " \n", " \n", " 747_SD_46_10029_10035\n", - " 0.929267\n", - " 92.926711\n", + " 0.926850\n", + " 92.684960\n", " nahezu vollständig redundant\n", " \n", " \n", " 748_SD_46_10029_10028\n", - " 0.938934\n", - " 93.893371\n", + " 0.926778\n", + " 92.677819\n", " nahezu vollständig redundant\n", " \n", " \n", " 749_SD_46_10029_10030\n", - " 0.926757\n", - " 92.675669\n", + " 0.926561\n", + " 92.656079\n", " nahezu vollständig redundant\n", " \n", " \n", " 750_SD_46_10029_10039\n", - " 0.922169\n", - " 92.216933\n", + " 0.916981\n", + " 91.698060\n", " nahezu vollständig redundant\n", " \n", " \n", " 751_SD_46_10029_10035\n", - " 0.929267\n", - " 92.926711\n", + " 0.926850\n", + " 92.684960\n", " nahezu vollständig redundant\n", " \n", " \n", " 752_SD_46_10029_10028\n", - " 0.938934\n", - " 93.893371\n", + " 0.926778\n", + " 92.677819\n", " nahezu vollständig redundant\n", " \n", " \n", " 753_SD_47_10053_10044\n", - " 0.953244\n", - " 95.324367\n", + " 0.942627\n", + " 94.262712\n", " nahezu vollständig redundant\n", " \n", " \n", " 754_SD_47_10053_10052\n", - " 0.947998\n", - " 94.799776\n", + " 0.947762\n", + " 94.776246\n", " nahezu vollständig redundant\n", " \n", " \n", " 755_SD_47_10053_10059\n", - " 0.953429\n", - " 95.342881\n", + " 0.939205\n", + " 93.920501\n", " nahezu vollständig redundant\n", " \n", " \n", " 756_SD_47_10053_10049\n", - " 0.929983\n", - " 92.998282\n", + " 0.927716\n", + " 92.771636\n", " nahezu vollständig redundant\n", " \n", " \n", " 757_SD_47_10053_10050\n", - " 0.943218\n", - " 94.321819\n", + " 0.942758\n", + " 94.275841\n", " nahezu vollständig redundant\n", " \n", " \n", " 758_SD_47_10053_10051\n", - " 0.939784\n", - " 93.978386\n", + " 0.937614\n", + " 93.761366\n", " nahezu vollständig redundant\n", " \n", " \n", " 759_SD_47_10053_10044\n", - " 0.953244\n", - " 95.324367\n", + " 0.942627\n", + " 94.262712\n", " nahezu vollständig redundant\n", " \n", " \n", " 760_SD_47_10053_10052\n", - " 0.947998\n", - " 94.799776\n", + " 0.947762\n", + " 94.776246\n", " nahezu vollständig redundant\n", " \n", " \n", " 761_SD_47_10053_10059\n", - " 0.953429\n", - " 95.342880\n", + " 0.939205\n", + " 93.920501\n", " nahezu vollständig redundant\n", " \n", " \n", " 762_SD_47_10053_10049\n", - " 0.929983\n", - " 92.998283\n", + " 0.927716\n", + " 92.771637\n", " nahezu vollständig redundant\n", " \n", " \n", " 763_SD_47_10053_10050\n", - " 0.943218\n", - " 94.321819\n", + " 0.942758\n", + " 94.275841\n", " nahezu vollständig redundant\n", " \n", " \n", " 764_SD_47_10053_10051\n", - " 0.939784\n", - " 93.978386\n", + " 0.937614\n", + " 93.761366\n", " nahezu vollständig redundant\n", " \n", " \n", " 765_SD_47_10053_10044\n", - " 0.953244\n", - " 95.324366\n", + " 0.942627\n", + " 94.262712\n", " nahezu vollständig redundant\n", " \n", " \n", " 766_SD_47_10053_10052\n", - " 0.947998\n", - " 94.799776\n", + " 0.947762\n", + " 94.776246\n", " nahezu vollständig redundant\n", " \n", " \n", " 767_SD_47_10053_10059\n", - " 0.953429\n", - " 95.342881\n", + " 0.939205\n", + " 93.920501\n", " nahezu vollständig redundant\n", " \n", " \n", " 768_SD_47_10053_10049\n", - " 0.929983\n", - " 92.998283\n", + " 0.927716\n", + " 92.771637\n", " nahezu vollständig redundant\n", " \n", " \n", " 769_SD_47_10053_10050\n", - " 0.943218\n", - " 94.321819\n", + " 0.942758\n", + " 94.275841\n", " nahezu vollständig redundant\n", " \n", " \n", " 770_SD_47_10053_10051\n", - " 0.939784\n", - " 93.978386\n", + " 0.937614\n", + " 93.761366\n", " nahezu vollständig redundant\n", " \n", " \n", " 771_SD_48_10049_10050\n", - " 0.933532\n", - " 93.353167\n", + " 0.932612\n", + " 93.261225\n", " nahezu vollständig redundant\n", " \n", " \n", " 772_SD_48_10049_10053\n", - " 0.929983\n", - " 92.998283\n", + " 0.927716\n", + " 92.771636\n", " nahezu vollständig redundant\n", " \n", " \n", " 773_SD_48_10049_10047\n", - " 0.935618\n", - " 93.561846\n", + " 0.934698\n", + " 93.469788\n", " nahezu vollständig redundant\n", " \n", " \n", " 774_SD_48_10049_10046\n", - " 0.931489\n", - " 93.148947\n", + " 0.930073\n", + " 93.007267\n", " nahezu vollständig redundant\n", " \n", " \n", " 775_SD_48_10049_10048\n", - " 0.943519\n", - " 94.351875\n", + " 0.942928\n", + " 94.292798\n", " nahezu vollständig redundant\n", " \n", " \n", " 776_SD_48_10049_10050\n", - " 0.933532\n", - " 93.353167\n", + " 0.932612\n", + " 93.261226\n", " nahezu vollständig redundant\n", " \n", " \n", " 777_SD_48_10049_10053\n", - " 0.929983\n", - " 92.998283\n", + " 0.927716\n", + " 92.771637\n", " nahezu vollständig redundant\n", " \n", " \n", " 778_SD_48_10049_10047\n", - " 0.935618\n", - " 93.561846\n", + " 0.934698\n", + " 93.469788\n", " nahezu vollständig redundant\n", " \n", " \n", " 779_SD_48_10049_10046\n", - " 0.931489\n", - " 93.148947\n", + " 0.930073\n", + " 93.007267\n", " nahezu vollständig redundant\n", " \n", " \n", " 780_SD_48_10049_10048\n", - " 0.943519\n", - " 94.351875\n", + " 0.942928\n", + " 94.292798\n", " nahezu vollständig redundant\n", " \n", " \n", " 781_SD_48_10049_10050\n", - " 0.933532\n", - " 93.353167\n", + " 0.932612\n", + " 93.261226\n", " nahezu vollständig redundant\n", " \n", " \n", " 782_SD_48_10049_10053\n", - " 0.929983\n", - " 92.998283\n", + " 0.927716\n", + " 92.771636\n", " nahezu vollständig redundant\n", " \n", " \n", " 783_SD_48_10049_10047\n", - " 0.935618\n", - " 93.561846\n", + " 0.934698\n", + " 93.469788\n", " nahezu vollständig redundant\n", " \n", " \n", " 784_SD_48_10049_10046\n", - " 0.931489\n", - " 93.148947\n", + " 0.930073\n", + " 93.007268\n", " nahezu vollständig redundant\n", " \n", " \n", " 785_SD_48_10049_10048\n", - " 0.943519\n", - " 94.351875\n", + " 0.942928\n", + " 94.292798\n", " nahezu vollständig redundant\n", " \n", " \n", " 786_SD_49_10050_10051\n", - " 0.931344\n", - " 93.134401\n", + " 0.929141\n", + " 92.914123\n", " nahezu vollständig redundant\n", " \n", " \n", " 787_SD_49_10050_10052\n", - " 0.939020\n", - " 93.901984\n", + " 0.937579\n", + " 93.757922\n", " nahezu vollständig redundant\n", " \n", " \n", " 788_SD_49_10050_10053\n", - " 0.943218\n", - " 94.321818\n", + " 0.942758\n", + " 94.275841\n", " nahezu vollständig redundant\n", " \n", " \n", " 789_SD_49_10050_10049\n", - " 0.933532\n", - " 93.353166\n", + " 0.932612\n", + " 93.261225\n", " nahezu vollständig redundant\n", " \n", " \n", " 790_SD_49_10050_10048\n", - " 0.932449\n", - " 93.244944\n", + " 0.929152\n", + " 92.915156\n", " nahezu vollständig redundant\n", " \n", " \n", " 791_SD_49_10050_10051\n", - " 0.931344\n", - " 93.134400\n", + " 0.929141\n", + " 92.914123\n", " nahezu vollständig redundant\n", " \n", " \n", " 792_SD_49_10050_10052\n", - " 0.939020\n", - " 93.901985\n", + " 0.937579\n", + " 93.757922\n", " nahezu vollständig redundant\n", " \n", " \n", " 793_SD_49_10050_10053\n", - " 0.943218\n", - " 94.321818\n", + " 0.942758\n", + " 94.275841\n", " nahezu vollständig redundant\n", " \n", " \n", " 794_SD_49_10050_10049\n", - " 0.933532\n", - " 93.353166\n", + " 0.932612\n", + " 93.261225\n", " nahezu vollständig redundant\n", " \n", " \n", " 795_SD_49_10050_10048\n", - " 0.932449\n", - " 93.244944\n", + " 0.929152\n", + " 92.915156\n", " nahezu vollständig redundant\n", " \n", " \n", " 796_SD_49_10050_10051\n", - " 0.931344\n", - " 93.134401\n", + " 0.929141\n", + " 92.914123\n", " nahezu vollständig redundant\n", " \n", " \n", " 797_SD_49_10050_10052\n", - " 0.939020\n", - " 93.901985\n", + " 0.937579\n", + " 93.757922\n", " nahezu vollständig redundant\n", " \n", " \n", " 798_SD_49_10050_10053\n", - " 0.943218\n", - " 94.321818\n", + " 0.942758\n", + " 94.275841\n", " nahezu vollständig redundant\n", " \n", " \n", " 799_SD_49_10050_10049\n", - " 0.933532\n", - " 93.353166\n", + " 0.932612\n", + " 93.261225\n", " nahezu vollständig redundant\n", " \n", " \n", " 800_SD_49_10050_10048\n", - " 0.932449\n", - " 93.244944\n", + " 0.929152\n", + " 92.915156\n", " nahezu vollständig redundant\n", " \n", " \n", " 801_SD_50_10048_10050\n", - " 0.932449\n", - " 93.244945\n", + " 0.929152\n", + " 92.915157\n", " nahezu vollständig redundant\n", " \n", " \n", " 802_SD_50_10048_10049\n", - " 0.943519\n", - " 94.351875\n", + " 0.942928\n", + " 94.292798\n", " nahezu vollständig redundant\n", " \n", " \n", " 803_SD_50_10048_10057\n", - " 0.913201\n", - " 91.320055\n", + " 0.911947\n", + " 91.194720\n", " nahezu vollständig redundant\n", " \n", " \n", " 804_SD_50_10048_10047\n", - " 0.956571\n", - " 95.657138\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 805_SD_50_10048_10046\n", - " 0.959002\n", - " 95.900228\n", + " 0.958805\n", + " 95.880470\n", " nahezu vollständig redundant\n", " \n", " \n", " 806_SD_50_10048_10050\n", - " 0.932449\n", - " 93.244945\n", + " 0.929152\n", + " 92.915157\n", " nahezu vollständig redundant\n", " \n", " \n", " 807_SD_50_10048_10049\n", - " 0.943519\n", - " 94.351875\n", + " 0.942928\n", + " 94.292798\n", " nahezu vollständig redundant\n", " \n", " \n", " 808_SD_50_10048_10057\n", - " 0.913201\n", - " 91.320055\n", + " 0.911947\n", + " 91.194720\n", " nahezu vollständig redundant\n", " \n", " \n", " 809_SD_50_10048_10047\n", - " 0.956571\n", - " 95.657138\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 810_SD_50_10048_10046\n", - " 0.959002\n", - " 95.900228\n", + " 0.958805\n", + " 95.880470\n", " nahezu vollständig redundant\n", " \n", " \n", " 811_SD_50_10048_10050\n", - " 0.932449\n", - " 93.244945\n", + " 0.929152\n", + " 92.915157\n", " nahezu vollständig redundant\n", " \n", " \n", " 812_SD_50_10048_10049\n", - " 0.943519\n", - " 94.351875\n", + " 0.942928\n", + " 94.292798\n", " nahezu vollständig redundant\n", " \n", " \n", " 813_SD_50_10048_10057\n", - " 0.913201\n", - " 91.320055\n", + " 0.911947\n", + " 91.194720\n", " nahezu vollständig redundant\n", " \n", " \n", " 814_SD_50_10048_10047\n", - " 0.956571\n", - " 95.657137\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 815_SD_50_10048_10046\n", - " 0.959002\n", - " 95.900228\n", + " 0.958805\n", + " 95.880470\n", " nahezu vollständig redundant\n", " \n", " \n", " 816_SD_51_10047_10048\n", - " 0.956571\n", - " 95.657137\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 817_SD_51_10047_10049\n", - " 0.935618\n", - " 93.561846\n", + " 0.934698\n", + " 93.469788\n", " nahezu vollständig redundant\n", " \n", " \n", " 818_SD_51_10047_10045\n", - " 0.926225\n", - " 92.622536\n", + " 0.924588\n", + " 92.458835\n", " nahezu vollständig redundant\n", " \n", " \n", " 819_SD_51_10047_10046\n", - " 0.949606\n", - " 94.960567\n", + " 0.949504\n", + " 94.950428\n", " nahezu vollständig redundant\n", " \n", " \n", " 820_SD_51_10047_10048\n", - " 0.956571\n", - " 95.657137\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 821_SD_51_10047_10049\n", - " 0.935618\n", - " 93.561846\n", + " 0.934698\n", + " 93.469788\n", " nahezu vollständig redundant\n", " \n", " \n", " 822_SD_51_10047_10045\n", - " 0.926225\n", - " 92.622537\n", + " 0.924588\n", + " 92.458835\n", " nahezu vollständig redundant\n", " \n", " \n", " 823_SD_51_10047_10046\n", - " 0.949606\n", - " 94.960567\n", + " 0.949504\n", + " 94.950428\n", " nahezu vollständig redundant\n", " \n", " \n", " 824_SD_51_10047_10048\n", - " 0.956571\n", - " 95.657137\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 825_SD_51_10047_10049\n", - " 0.935618\n", - " 93.561845\n", + " 0.934698\n", + " 93.469788\n", " nahezu vollständig redundant\n", " \n", " \n", " 826_SD_51_10047_10045\n", - " 0.926225\n", - " 92.622536\n", + " 0.924588\n", + " 92.458835\n", " nahezu vollständig redundant\n", " \n", " \n", " 827_SD_51_10047_10046\n", - " 0.949606\n", - " 94.960567\n", + " 0.949504\n", + " 94.950428\n", " nahezu vollständig redundant\n", " \n", " \n", " 828_SD_52_10046_10048\n", - " 0.959002\n", - " 95.900228\n", + " 0.958805\n", + " 95.880470\n", " nahezu vollständig redundant\n", " \n", " \n", " 829_SD_52_10046_10047\n", - " 0.949606\n", - " 94.960567\n", + " 0.949504\n", + " 94.950428\n", " nahezu vollständig redundant\n", " \n", " \n", " 830_SD_52_10046_10055\n", - " 0.912439\n", - " 91.243873\n", + " 0.910095\n", + " 91.009544\n", " nahezu vollständig redundant\n", " \n", " \n", " 831_SD_52_10046_10045\n", - " 0.927064\n", - " 92.706389\n", + " 0.925586\n", + " 92.558554\n", " nahezu vollständig redundant\n", " \n", " \n", " 832_SD_52_10046_10048\n", - " 0.959002\n", - " 95.900228\n", + " 0.958805\n", + " 95.880470\n", " nahezu vollständig redundant\n", " \n", " \n", " 833_SD_52_10046_10047\n", - " 0.949606\n", - " 94.960567\n", + " 0.949504\n", + " 94.950428\n", " nahezu vollständig redundant\n", " \n", " \n", " 834_SD_52_10046_10055\n", - " 0.912439\n", - " 91.243873\n", + " 0.910095\n", + " 91.009544\n", " nahezu vollständig redundant\n", " \n", " \n", " 835_SD_52_10046_10045\n", - " 0.927064\n", - " 92.706389\n", + " 0.925586\n", + " 92.558554\n", " nahezu vollständig redundant\n", " \n", " \n", " 836_SD_52_10046_10048\n", - " 0.959002\n", - " 95.900228\n", + " 0.958805\n", + " 95.880470\n", " nahezu vollständig redundant\n", " \n", " \n", " 837_SD_52_10046_10047\n", - " 0.949606\n", - " 94.960567\n", + " 0.949504\n", + " 94.950428\n", " nahezu vollständig redundant\n", " \n", " \n", " 838_SD_52_10046_10055\n", - " 0.912439\n", - " 91.243874\n", + " 0.910095\n", + " 91.009545\n", " nahezu vollständig redundant\n", " \n", " \n", " 839_SD_52_10046_10045\n", - " 0.927064\n", - " 92.706389\n", + " 0.925586\n", + " 92.558554\n", " nahezu vollständig redundant\n", " \n", " \n", " 840_SD_53_10045_10034\n", - " 0.903804\n", - " 90.380401\n", + " 0.855476\n", + " 85.547624\n", " nahezu vollständig redundant\n", " \n", " \n", " 841_SD_53_10045_10046\n", - " 0.927064\n", - " 92.706389\n", + " 0.925586\n", + " 92.558554\n", " nahezu vollständig redundant\n", " \n", " \n", " 842_SD_53_10045_10047\n", - " 0.926225\n", - " 92.622537\n", + " 0.924588\n", + " 92.458836\n", " nahezu vollständig redundant\n", " \n", " \n", " 843_SD_53_10045_10054\n", - " 0.920060\n", - " 92.006029\n", + " 0.877015\n", + " 87.701537\n", " nahezu vollständig redundant\n", " \n", " \n", " 844_SD_53_10045_10034\n", - " 0.903804\n", - " 90.380401\n", + " 0.855476\n", + " 85.547623\n", " nahezu vollständig redundant\n", " \n", " \n", " 845_SD_53_10045_10046\n", - " 0.927064\n", - " 92.706390\n", + " 0.925586\n", + " 92.558555\n", " nahezu vollständig redundant\n", " \n", " \n", " 846_SD_53_10045_10047\n", - " 0.926225\n", - " 92.622537\n", + " 0.924588\n", + " 92.458836\n", " nahezu vollständig redundant\n", " \n", " \n", " 847_SD_53_10045_10054\n", - " 0.920060\n", - " 92.006029\n", + " 0.877015\n", + " 87.701536\n", " nahezu vollständig redundant\n", " \n", " \n", " 848_SD_53_10045_10034\n", - " 0.903804\n", - " 90.380401\n", + " 0.855476\n", + " 85.547624\n", " nahezu vollständig redundant\n", " \n", " \n", " 849_SD_53_10045_10046\n", - " 0.927064\n", - " 92.706389\n", + " 0.925586\n", + " 92.558554\n", " nahezu vollständig redundant\n", " \n", " \n", " 850_SD_53_10045_10047\n", - " 0.926225\n", - " 92.622537\n", + " 0.924588\n", + " 92.458835\n", " nahezu vollständig redundant\n", " \n", " \n", " 851_SD_53_10045_10054\n", - " 0.920060\n", - " 92.006028\n", + " 0.877015\n", + " 87.701536\n", " nahezu vollständig redundant\n", " \n", " \n", " 852_SD_54_10059_10053\n", - " 0.953429\n", - " 95.342881\n", + " 0.939205\n", + " 93.920501\n", " nahezu vollständig redundant\n", " \n", " \n", " 853_SD_54_10059_10052\n", - " 0.957750\n", - " 95.775022\n", + " 0.940912\n", + " 94.091195\n", " nahezu vollständig redundant\n", " \n", " \n", " 854_SD_54_10059_10058\n", - " 0.933143\n", - " 93.314285\n", + " 0.916828\n", + " 91.682792\n", " nahezu vollständig redundant\n", " \n", " \n", " 855_SD_54_10059_10056\n", - " 0.947838\n", - " 94.783778\n", + " 0.915297\n", + " 91.529680\n", " nahezu vollständig redundant\n", " \n", " \n", " 856_SD_54_10059_10057\n", - " 0.946284\n", - " 94.628438\n", + " 0.930927\n", + " 93.092699\n", " nahezu vollständig redundant\n", " \n", " \n", " 857_SD_54_10059_10053\n", - " 0.953429\n", - " 95.342881\n", + " 0.939205\n", + " 93.920501\n", " nahezu vollständig redundant\n", " \n", " \n", " 858_SD_54_10059_10052\n", - " 0.957750\n", - " 95.775022\n", + " 0.940912\n", + " 94.091195\n", " nahezu vollständig redundant\n", " \n", " \n", " 859_SD_54_10059_10058\n", - " 0.933143\n", - " 93.314285\n", + " 0.916828\n", + " 91.682792\n", " nahezu vollständig redundant\n", " \n", " \n", " 860_SD_54_10059_10056\n", - " 0.947838\n", - " 94.783777\n", + " 0.915297\n", + " 91.529679\n", " nahezu vollständig redundant\n", " \n", " \n", " 861_SD_54_10059_10057\n", - " 0.946284\n", - " 94.628438\n", + " 0.930927\n", + " 93.092699\n", " nahezu vollständig redundant\n", " \n", " \n", " 862_SD_54_10059_10053\n", - " 0.953429\n", - " 95.342881\n", + " 0.939205\n", + " 93.920501\n", " nahezu vollständig redundant\n", " \n", " \n", " 863_SD_54_10059_10052\n", - " 0.957750\n", - " 95.775022\n", + " 0.940912\n", + " 94.091196\n", " nahezu vollständig redundant\n", " \n", " \n", " 864_SD_54_10059_10058\n", - " 0.933143\n", - " 93.314285\n", + " 0.916828\n", + " 91.682792\n", " nahezu vollständig redundant\n", " \n", " \n", " 865_SD_54_10059_10056\n", - " 0.947838\n", - " 94.783777\n", + " 0.915297\n", + " 91.529680\n", " nahezu vollständig redundant\n", " \n", " \n", " 866_SD_54_10059_10057\n", - " 0.946284\n", - " 94.628438\n", + " 0.930927\n", + " 93.092699\n", " nahezu vollständig redundant\n", " \n", " \n", " 867_SD_55_10058_10059\n", - " 0.933143\n", - " 93.314286\n", + " 0.916828\n", + " 91.682793\n", " nahezu vollständig redundant\n", " \n", " \n", " 868_SD_55_10058_10056\n", - " 0.938894\n", - " 93.889353\n", + " 0.935792\n", + " 93.579214\n", " nahezu vollständig redundant\n", " \n", " \n", " 869_SD_55_10058_10055\n", - " 0.941425\n", - " 94.142532\n", + " 0.936443\n", + " 93.644276\n", " nahezu vollständig redundant\n", " \n", " \n", " 870_SD_55_10058_10057\n", - " 0.935979\n", - " 93.597921\n", + " 0.935848\n", + " 93.584752\n", " nahezu vollständig redundant\n", " \n", " \n", " 871_SD_55_10058_10059\n", - " 0.933143\n", - " 93.314286\n", + " 0.916828\n", + " 91.682793\n", " nahezu vollständig redundant\n", " \n", " \n", " 872_SD_55_10058_10056\n", - " 0.938894\n", - " 93.889353\n", + " 0.935792\n", + " 93.579214\n", " nahezu vollständig redundant\n", " \n", " \n", " 873_SD_55_10058_10055\n", - " 0.941425\n", - " 94.142532\n", + " 0.936443\n", + " 93.644276\n", " nahezu vollständig redundant\n", " \n", " \n", " 874_SD_55_10058_10057\n", - " 0.935979\n", - " 93.597921\n", + " 0.935848\n", + " 93.584752\n", " nahezu vollständig redundant\n", " \n", " \n", " 875_SD_55_10058_10059\n", - " 0.933143\n", - " 93.314286\n", + " 0.916828\n", + " 91.682793\n", " nahezu vollständig redundant\n", " \n", " \n", " 876_SD_55_10058_10056\n", - " 0.938894\n", - " 93.889352\n", + " 0.935792\n", + " 93.579214\n", " nahezu vollständig redundant\n", " \n", " \n", " 877_SD_55_10058_10055\n", - " 0.941425\n", - " 94.142532\n", + " 0.936443\n", + " 93.644276\n", " nahezu vollständig redundant\n", " \n", " \n", " 878_SD_55_10058_10057\n", - " 0.935979\n", - " 93.597922\n", + " 0.935848\n", + " 93.584753\n", " nahezu vollständig redundant\n", " \n", " \n", " 879_SD_56_10057_10059\n", - " 0.946284\n", - " 94.628437\n", + " 0.930927\n", + " 93.092698\n", " nahezu vollständig redundant\n", " \n", " \n", " 880_SD_56_10057_10058\n", - " 0.935979\n", - " 93.597921\n", + " 0.935848\n", + " 93.584752\n", " nahezu vollständig redundant\n", " \n", " \n", " 881_SD_56_10057_10056\n", - " 0.941091\n", - " 94.109133\n", + " 0.938414\n", + " 93.841362\n", " nahezu vollständig redundant\n", " \n", " \n", " 882_SD_56_10057_10055\n", - " 0.945980\n", - " 94.597993\n", + " 0.940832\n", + " 94.083235\n", " nahezu vollständig redundant\n", " \n", " \n", " 883_SD_56_10057_10048\n", - " 0.913201\n", - " 91.320054\n", + " 0.911947\n", + " 91.194719\n", " nahezu vollständig redundant\n", " \n", " \n", " 884_SD_56_10057_10059\n", - " 0.946284\n", - " 94.628437\n", + " 0.930927\n", + " 93.092697\n", " nahezu vollständig redundant\n", " \n", " \n", " 885_SD_56_10057_10058\n", - " 0.935979\n", - " 93.597920\n", + " 0.935848\n", + " 93.584752\n", " nahezu vollständig redundant\n", " \n", " \n", " 886_SD_56_10057_10056\n", - " 0.941091\n", - " 94.109133\n", + " 0.938414\n", + " 93.841362\n", " nahezu vollständig redundant\n", " \n", " \n", " 887_SD_56_10057_10055\n", - " 0.945980\n", - " 94.597993\n", + " 0.940832\n", + " 94.083235\n", " nahezu vollständig redundant\n", " \n", " \n", " 888_SD_56_10057_10048\n", - " 0.913201\n", - " 91.320054\n", + " 0.911947\n", + " 91.194719\n", " nahezu vollständig redundant\n", " \n", " \n", " 889_SD_56_10057_10059\n", - " 0.946284\n", - " 94.628438\n", + " 0.930927\n", + " 93.092698\n", " nahezu vollständig redundant\n", " \n", " \n", " 890_SD_56_10057_10058\n", - " 0.935979\n", - " 93.597920\n", + " 0.935848\n", + " 93.584752\n", " nahezu vollständig redundant\n", " \n", " \n", " 891_SD_56_10057_10056\n", - " 0.941091\n", - " 94.109133\n", + " 0.938414\n", + " 93.841362\n", " nahezu vollständig redundant\n", " \n", " \n", " 892_SD_56_10057_10055\n", - " 0.945980\n", - " 94.597993\n", + " 0.940832\n", + " 94.083235\n", " nahezu vollständig redundant\n", " \n", " \n", " 893_SD_56_10057_10048\n", - " 0.913201\n", - " 91.320054\n", + " 0.911947\n", + " 91.194719\n", " nahezu vollständig redundant\n", " \n", " \n", " 894_SD_57_10055_10057\n", - " 0.945980\n", - " 94.597993\n", + " 0.940832\n", + " 94.083235\n", " nahezu vollständig redundant\n", " \n", " \n", " 895_SD_57_10055_10058\n", - " 0.941425\n", - " 94.142531\n", + " 0.936443\n", + " 93.644275\n", " nahezu vollständig redundant\n", " \n", " \n", " 896_SD_57_10055_10056\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698923\n", " nahezu vollständig redundant\n", " \n", " \n", " 897_SD_57_10055_10054\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 898_SD_57_10055_10046\n", - " 0.912439\n", - " 91.243874\n", + " 0.910095\n", + " 91.009545\n", " nahezu vollständig redundant\n", " \n", " \n", " 899_SD_57_10055_10057\n", - " 0.945980\n", - " 94.597993\n", + " 0.940832\n", + " 94.083235\n", " nahezu vollständig redundant\n", " \n", " \n", " 900_SD_57_10055_10058\n", - " 0.941425\n", - " 94.142531\n", + " 0.936443\n", + " 93.644275\n", " nahezu vollständig redundant\n", " \n", " \n", " 901_SD_57_10055_10056\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698923\n", " nahezu vollständig redundant\n", " \n", " \n", " 902_SD_57_10055_10054\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 903_SD_57_10055_10046\n", - " 0.912439\n", - " 91.243874\n", + " 0.910095\n", + " 91.009545\n", " nahezu vollständig redundant\n", " \n", " \n", " 904_SD_57_10055_10057\n", - " 0.945980\n", - " 94.597993\n", + " 0.940832\n", + " 94.083235\n", " nahezu vollständig redundant\n", " \n", " \n", " 905_SD_57_10055_10058\n", - " 0.941425\n", - " 94.142532\n", + " 0.936443\n", + " 93.644275\n", " nahezu vollständig redundant\n", " \n", " \n", " 906_SD_57_10055_10056\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698923\n", " nahezu vollständig redundant\n", " \n", " \n", " 907_SD_57_10055_10054\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 908_SD_57_10055_10046\n", - " 0.912439\n", - " 91.243874\n", + " 0.910095\n", + " 91.009545\n", " nahezu vollständig redundant\n", " \n", " \n", " 909_SD_58_10056_10058\n", - " 0.938894\n", - " 93.889350\n", + " 0.935792\n", + " 93.579211\n", " nahezu vollständig redundant\n", " \n", " \n", " 910_SD_58_10056_10057\n", - " 0.941091\n", - " 94.109132\n", + " 0.938414\n", + " 93.841361\n", " nahezu vollständig redundant\n", " \n", " \n", " 911_SD_58_10056_10054\n", - " 0.950258\n", - " 95.025756\n", + " 0.929211\n", + " 92.921054\n", " nahezu vollständig redundant\n", " \n", " \n", " 912_SD_58_10056_10055\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 913_SD_58_10056_10058\n", - " 0.938894\n", - " 93.889351\n", + " 0.935792\n", + " 93.579212\n", " nahezu vollständig redundant\n", " \n", " \n", " 914_SD_58_10056_10057\n", - " 0.941091\n", - " 94.109132\n", + " 0.938414\n", + " 93.841361\n", " nahezu vollständig redundant\n", " \n", " \n", " 915_SD_58_10056_10054\n", - " 0.950258\n", - " 95.025756\n", + " 0.929211\n", + " 92.921054\n", " nahezu vollständig redundant\n", " \n", " \n", " 916_SD_58_10056_10055\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 917_SD_58_10056_10058\n", - " 0.938894\n", - " 93.889350\n", + " 0.935792\n", + " 93.579211\n", " nahezu vollständig redundant\n", " \n", " \n", " 918_SD_58_10056_10057\n", - " 0.941091\n", - " 94.109132\n", + " 0.938414\n", + " 93.841361\n", " nahezu vollständig redundant\n", " \n", " \n", " 919_SD_58_10056_10054\n", - " 0.950258\n", - " 95.025756\n", + " 0.929211\n", + " 92.921055\n", " nahezu vollständig redundant\n", " \n", " \n", " 920_SD_58_10056_10055\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 921_SD_59_10054_10045\n", - " 0.920060\n", - " 92.006030\n", + " 0.877015\n", + " 87.701538\n", " nahezu vollständig redundant\n", " \n", " \n", " 922_SD_59_10054_10055\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 923_SD_59_10054_10056\n", - " 0.950258\n", - " 95.025757\n", + " 0.929211\n", + " 92.921056\n", " nahezu vollständig redundant\n", " \n", " \n", " 924_SD_59_10054_10045\n", - " 0.920060\n", - " 92.006030\n", + " 0.877015\n", + " 87.701538\n", " nahezu vollständig redundant\n", " \n", " \n", " 925_SD_59_10054_10055\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 926_SD_59_10054_10056\n", - " 0.950258\n", - " 95.025757\n", + " 0.929211\n", + " 92.921056\n", " nahezu vollständig redundant\n", " \n", " \n", " 927_SD_59_10054_10045\n", - " 0.920060\n", - " 92.006030\n", + " 0.877015\n", + " 87.701538\n", " nahezu vollständig redundant\n", " \n", " \n", " 928_SD_59_10054_10055\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 929_SD_59_10054_10056\n", - " 0.950258\n", - " 95.025757\n", + " 0.929211\n", + " 92.921056\n", " nahezu vollständig redundant\n", " \n", " \n", " 930_SD_60_10047_10048\n", - " 0.956571\n", - " 95.657138\n", + " 0.956472\n", + " 95.647205\n", " nahezu vollständig redundant\n", " \n", " \n", " 931_SD_60_10047_812\n", - " 0.871382\n", - " 87.138214\n", + " 0.871360\n", + " 87.135967\n", " nahezu vollständig redundant\n", " \n", " \n", " 932_SD_60_10047_816\n", - " 0.819521\n", - " 81.952126\n", + " 0.819503\n", + " 81.950265\n", " nahezu vollständig redundant\n", " \n", " \n", " 933_SD_60_10047_FH3\n", - " 0.873680\n", - " 87.367982\n", + " 0.873662\n", + " 87.366201\n", " nahezu vollständig redundant\n", " \n", " \n", " 934_SD_60_10047_10048\n", - " 0.956571\n", - " 95.657138\n", + " 0.956472\n", + " 95.647206\n", " nahezu vollständig redundant\n", " \n", " \n", " 935_SD_60_10047_812\n", - " 0.871382\n", - " 87.138214\n", + " 0.871360\n", + " 87.135967\n", " nahezu vollständig redundant\n", " \n", " \n", " 936_SD_60_10047_816\n", - " 0.819521\n", - " 81.952126\n", + " 0.819503\n", + " 81.950265\n", " nahezu vollständig redundant\n", " \n", " \n", " 937_SD_60_10047_FH3\n", - " 0.873680\n", - " 87.367982\n", + " 0.873662\n", + " 87.366201\n", " nahezu vollständig redundant\n", " \n", " \n", " 938_SD_60_10047_10048\n", - " 0.956571\n", - " 95.657138\n", + " 0.956472\n", + " 95.647206\n", " nahezu vollständig redundant\n", " \n", " \n", " 939_SD_60_10047_812\n", - " 0.871382\n", - " 87.138214\n", + " 0.871360\n", + " 87.135967\n", " nahezu vollständig redundant\n", " \n", " \n", " 940_SD_60_10047_816\n", - " 0.819521\n", - " 81.952126\n", + " 0.819503\n", + " 81.950266\n", " nahezu vollständig redundant\n", " \n", " \n", " 941_SD_60_10047_FH3\n", - " 0.873680\n", - " 87.367982\n", + " 0.873662\n", + " 87.366201\n", " nahezu vollständig redundant\n", " \n", " \n", " 942_SD_61_10046_10048\n", - " 0.959002\n", - " 95.900230\n", + " 0.958805\n", + " 95.880472\n", " nahezu vollständig redundant\n", " \n", " \n", " 943_SD_61_10046_FH3\n", - " 0.874411\n", - " 87.441123\n", + " 0.874360\n", + " 87.435983\n", " nahezu vollständig redundant\n", " \n", " \n", " 944_SD_61_10046_812\n", - " 0.871606\n", - " 87.160573\n", + " 0.871548\n", + " 87.154776\n", " nahezu vollständig redundant\n", " \n", " \n", " 945_SD_61_10046_10048\n", - " 0.959002\n", - " 95.900230\n", + " 0.958805\n", + " 95.880472\n", " nahezu vollständig redundant\n", " \n", " \n", " 946_SD_61_10046_FH3\n", - " 0.874411\n", - " 87.441123\n", + " 0.874360\n", + " 87.435983\n", " nahezu vollständig redundant\n", " \n", " \n", " 947_SD_61_10046_812\n", - " 0.871606\n", - " 87.160573\n", + " 0.871548\n", + " 87.154776\n", " nahezu vollständig redundant\n", " \n", " \n", " 948_SD_61_10046_10048\n", - " 0.959002\n", - " 95.900230\n", + " 0.958805\n", + " 95.880472\n", " nahezu vollständig redundant\n", " \n", " \n", " 949_SD_61_10046_FH3\n", - " 0.874411\n", - " 87.441123\n", + " 0.874360\n", + " 87.435983\n", " nahezu vollständig redundant\n", " \n", " \n", " 950_SD_61_10046_812\n", - " 0.871606\n", - " 87.160573\n", + " 0.871548\n", + " 87.154776\n", " nahezu vollständig redundant\n", " \n", " \n", " 951_SD_62_10048_10046\n", - " 0.959002\n", - " 95.900230\n", + " 0.958805\n", + " 95.880472\n", " nahezu vollständig redundant\n", " \n", " \n", " 952_SD_62_10048_812\n", - " 0.875912\n", - " 87.591182\n", + " 0.875857\n", + " 87.585684\n", " nahezu vollständig redundant\n", " \n", " \n", " 953_SD_62_10048_816\n", - " 0.806416\n", - " 80.641616\n", + " 0.806408\n", + " 80.640832\n", " nahezu vollständig redundant\n", " \n", " \n", " 954_SD_62_10048_FH3\n", - " 0.852121\n", - " 85.212103\n", + " 0.852109\n", + " 85.210920\n", " nahezu vollständig redundant\n", " \n", " \n", " 955_SD_62_10048_10046\n", - " 0.959002\n", - " 95.900230\n", + " 0.958805\n", + " 95.880473\n", " nahezu vollständig redundant\n", " \n", " \n", " 956_SD_62_10048_812\n", - " 0.875912\n", - " 87.591182\n", + " 0.875857\n", + " 87.585684\n", " nahezu vollständig redundant\n", " \n", " \n", " 957_SD_62_10048_816\n", - " 0.806416\n", - " 80.641616\n", + " 0.806408\n", + " 80.640832\n", " nahezu vollständig redundant\n", " \n", " \n", " 958_SD_62_10048_FH3\n", - " 0.852121\n", - " 85.212103\n", + " 0.852109\n", + " 85.210920\n", " nahezu vollständig redundant\n", " \n", " \n", " 959_SD_62_10048_10046\n", - " 0.959002\n", - " 95.900231\n", + " 0.958805\n", + " 95.880473\n", " nahezu vollständig redundant\n", " \n", " \n", " 960_SD_62_10048_812\n", - " 0.875912\n", - " 87.591182\n", + " 0.875857\n", + " 87.585684\n", " nahezu vollständig redundant\n", " \n", " \n", " 961_SD_62_10048_816\n", - " 0.806416\n", - " 80.641616\n", + " 0.806408\n", + " 80.640832\n", " nahezu vollständig redundant\n", " \n", " \n", " 962_SD_62_10048_FH3\n", - " 0.852121\n", - " 85.212103\n", + " 0.852109\n", + " 85.210920\n", " nahezu vollständig redundant\n", " \n", " \n", " 963_SD_63_10056_10055\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 964_SD_63_10056_666\n", - " 0.871160\n", - " 87.115957\n", + " 0.868692\n", + " 86.869248\n", " nahezu vollständig redundant\n", " \n", " \n", " 965_SD_63_10056_10055\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 966_SD_63_10056_666\n", - " 0.871160\n", - " 87.115957\n", + " 0.868692\n", + " 86.869248\n", " nahezu vollständig redundant\n", " \n", " \n", " 967_SD_63_10056_10055\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 968_SD_63_10056_666\n", - " 0.871160\n", - " 87.115957\n", + " 0.868692\n", + " 86.869248\n", " nahezu vollständig redundant\n", " \n", " \n", " 969_SD_64_10055_10056\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 970_SD_64_10055_666\n", - " 0.873717\n", - " 87.371746\n", + " 0.872244\n", + " 87.224441\n", " nahezu vollständig redundant\n", " \n", " \n", " 971_SD_64_10055_10056\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 972_SD_64_10055_666\n", - " 0.873717\n", - " 87.371746\n", + " 0.872244\n", + " 87.224441\n", " nahezu vollständig redundant\n", " \n", " \n", " 973_SD_64_10055_10056\n", - " 0.957201\n", - " 95.720097\n", + " 0.956989\n", + " 95.698922\n", " nahezu vollständig redundant\n", " \n", " \n", " 974_SD_64_10055_666\n", - " 0.873717\n", - " 87.371746\n", + " 0.872244\n", + " 87.224441\n", " nahezu vollständig redundant\n", " \n", " \n", " 975_SD_65_10054_10055\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 976_SD_65_10054_666\n", - " 0.855764\n", - " 85.576397\n", + " 0.849356\n", + " 84.935570\n", " nahezu vollständig redundant\n", " \n", " \n", " 977_SD_65_10054_10055\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 978_SD_65_10054_666\n", - " 0.855764\n", - " 85.576397\n", + " 0.849356\n", + " 84.935570\n", " nahezu vollständig redundant\n", " \n", " \n", " 979_SD_65_10054_10055\n", - " 0.956716\n", - " 95.671643\n", + " 0.941132\n", + " 94.113212\n", " nahezu vollständig redundant\n", " \n", " \n", " 980_SD_65_10054_666\n", - " 0.855764\n", - " 85.576397\n", + " 0.849356\n", + " 84.935570\n", " nahezu vollständig redundant\n", " \n", " \n", " 981_SD_66_10035_10037\n", - " 0.958966\n", - " 95.896630\n", + " 0.953633\n", + " 95.363317\n", " nahezu vollständig redundant\n", " \n", " \n", " 982_SD_66_10035_FH11\n", - " 0.838451\n", - " 83.845097\n", + " 0.837317\n", + " 83.731652\n", " nahezu vollständig redundant\n", " \n", " \n", " 983_SD_66_10035_FH14\n", - " 0.849550\n", - " 84.955016\n", + " 0.849503\n", + " 84.950302\n", " nahezu vollständig redundant\n", " \n", " \n", " 984_SD_66_10035_10037\n", - " 0.958966\n", - " 95.896630\n", + " 0.953633\n", + " 95.363317\n", " nahezu vollständig redundant\n", " \n", " \n", " 985_SD_66_10035_FH11\n", - " 0.838451\n", - " 83.845097\n", + " 0.837317\n", + " 83.731652\n", " nahezu vollständig redundant\n", " \n", " \n", " 986_SD_66_10035_FH14\n", - " 0.849550\n", - " 84.955016\n", + " 0.849503\n", + " 84.950302\n", " nahezu vollständig redundant\n", " \n", " \n", " 987_SD_66_10035_10037\n", - " 0.958966\n", - " 95.896630\n", + " 0.953633\n", + " 95.363317\n", " nahezu vollständig redundant\n", " \n", " \n", " 988_SD_66_10035_FH11\n", - " 0.838451\n", - " 83.845097\n", + " 0.837317\n", + " 83.731652\n", " nahezu vollständig redundant\n", " \n", " \n", " 989_SD_66_10035_FH14\n", - " 0.849550\n", - " 84.955016\n", + " 0.849503\n", + " 84.950302\n", " nahezu vollständig redundant\n", " \n", " \n", " 990_SD_67_10036_10037\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024713\n", " nahezu vollständig redundant\n", " \n", " \n", " 991_SD_67_10036_FH11\n", - " 0.870009\n", - " 87.000906\n", + " 0.869916\n", + " 86.991588\n", " nahezu vollständig redundant\n", " \n", " \n", " 992_SD_67_10036_FH14\n", - " 0.868224\n", - " 86.822391\n", + " 0.867586\n", + " 86.758580\n", " nahezu vollständig redundant\n", " \n", " \n", " 993_SD_67_10036_10037\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024713\n", " nahezu vollständig redundant\n", " \n", " \n", " 994_SD_67_10036_FH11\n", - " 0.870009\n", - " 87.000906\n", + " 0.869916\n", + " 86.991588\n", " nahezu vollständig redundant\n", " \n", " \n", " 995_SD_67_10036_FH14\n", - " 0.868224\n", - " 86.822392\n", + " 0.867586\n", + " 86.758582\n", " nahezu vollständig redundant\n", " \n", " \n", " 996_SD_67_10036_10037\n", - " 0.952099\n", - " 95.209915\n", + " 0.950247\n", + " 95.024713\n", " nahezu vollständig redundant\n", " \n", " \n", " 997_SD_67_10036_FH11\n", - " 0.870009\n", - " 87.000906\n", + " 0.869916\n", + " 86.991588\n", " nahezu vollständig redundant\n", " \n", " \n", " 998_SD_67_10036_FH14\n", - " 0.868224\n", - " 86.822391\n", + " 0.867586\n", + " 86.758581\n", " nahezu vollständig redundant\n", " \n", " \n", " 999_SD_68_10034_10035\n", - " 0.949865\n", - " 94.986500\n", + " 0.948553\n", + " 94.855327\n", " nahezu vollständig redundant\n", " \n", " \n", " 1000_SD_68_10034_FH14\n", - " 0.865030\n", - " 86.503016\n", + " 0.864233\n", + " 86.423346\n", " nahezu vollständig redundant\n", " \n", " \n", " 1001_SD_68_10034_10035\n", - " 0.949865\n", - " 94.986500\n", + " 0.948553\n", + " 94.855327\n", " nahezu vollständig redundant\n", " \n", " \n", " 1002_SD_68_10034_FH14\n", - " 0.865030\n", - " 86.503016\n", + " 0.864233\n", + " 86.423346\n", " nahezu vollständig redundant\n", " \n", " \n", " 1003_SD_68_10034_10035\n", - " 0.949865\n", - " 94.986500\n", + " 0.948553\n", + " 94.855327\n", " nahezu vollständig redundant\n", " \n", " \n", " 1004_SD_68_10034_FH14\n", - " 0.865030\n", - " 86.503016\n", + " 0.864233\n", + " 86.423346\n", " nahezu vollständig redundant\n", " \n", " \n", " 1005_SD_69_10037_10040\n", - " 0.954925\n", - " 95.492533\n", + " 0.943563\n", + " 94.356317\n", " nahezu vollständig redundant\n", " \n", " \n", " 1006_SD_69_10037_FH4\n", - " 0.757080\n", - " 75.707953\n", + " 0.756243\n", + " 75.624342\n", " nahezu vollständig redundant\n", " \n", " \n", " 1007_SD_69_10037_FH11\n", - " 0.875085\n", - " 87.508525\n", + " 0.873549\n", + " 87.354949\n", " nahezu vollständig redundant\n", " \n", " \n", " 1008_SD_69_10037_10040\n", - " 0.954925\n", - " 95.492533\n", + " 0.943563\n", + " 94.356317\n", " nahezu vollständig redundant\n", " \n", " \n", " 1009_SD_69_10037_FH4\n", - " 0.757080\n", - " 75.707954\n", + " 0.756243\n", + " 75.624342\n", " nahezu vollständig redundant\n", " \n", " \n", " 1010_SD_69_10037_FH11\n", - " 0.875085\n", - " 87.508526\n", + " 0.873549\n", + " 87.354950\n", " nahezu vollständig redundant\n", " \n", " \n", " 1011_SD_69_10037_10040\n", - " 0.954925\n", - " 95.492533\n", + " 0.943563\n", + " 94.356317\n", " nahezu vollständig redundant\n", " \n", " \n", " 1012_SD_69_10037_FH4\n", - " 0.757080\n", - " 75.707954\n", + " 0.756243\n", + " 75.624342\n", " nahezu vollständig redundant\n", " \n", " \n", " 1013_SD_69_10037_FH11\n", - " 0.875085\n", - " 87.508525\n", + " 0.873549\n", + " 87.354949\n", " nahezu vollständig redundant\n", " \n", " \n", " 1014_SD_70_10041_10040\n", - " 0.941003\n", - " 94.100305\n", + " 0.940911\n", + " 94.091126\n", " nahezu vollständig redundant\n", " \n", " \n", " 1015_SD_70_10041_FH4\n", - " 0.800305\n", - " 80.030489\n", + " 0.797446\n", + " 79.744610\n", " nahezu vollständig redundant\n", " \n", " \n", " 1016_SD_70_10041_10040\n", - " 0.941003\n", - " 94.100305\n", + " 0.940911\n", + " 94.091126\n", " nahezu vollständig redundant\n", " \n", " \n", " 1017_SD_70_10041_FH4\n", - " 0.800305\n", - " 80.030488\n", + " 0.797446\n", + " 79.744609\n", " nahezu vollständig redundant\n", " \n", " \n", " 1018_SD_70_10041_10040\n", - " 0.941003\n", - " 94.100305\n", + " 0.940911\n", + " 94.091126\n", " nahezu vollständig redundant\n", " \n", " \n", " 1019_SD_70_10041_FH4\n", - " 0.800305\n", - " 80.030488\n", + " 0.797446\n", + " 79.744610\n", " nahezu vollständig redundant\n", " \n", " \n", " 1020_SD_71_10007_10015\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 1021_SD_71_10007_FH13\n", - " 0.853173\n", - " 85.317252\n", + " 0.852967\n", + " 85.296717\n", " nahezu vollständig redundant\n", " \n", " \n", " 1022_SD_71_10007_10015\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 1023_SD_71_10007_FH13\n", - " 0.853173\n", - " 85.317252\n", + " 0.852967\n", + " 85.296717\n", " nahezu vollständig redundant\n", " \n", " \n", " 1024_SD_71_10007_10015\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 1025_SD_71_10007_FH13\n", - " 0.853173\n", - " 85.317252\n", + " 0.852967\n", + " 85.296717\n", " nahezu vollständig redundant\n", " \n", " \n", " 1026_SD_72_10015_10007\n", - " 0.955529\n", - " 95.552928\n", + " 0.954810\n", + " 95.480967\n", " nahezu vollständig redundant\n", " \n", " \n", " 1027_SD_72_10015_FH13\n", - " 0.853237\n", - " 85.323700\n", + " 0.852609\n", + " 85.260917\n", " nahezu vollständig redundant\n", " \n", " \n", " 1028_SD_72_10015_10007\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 1029_SD_72_10015_FH13\n", - " 0.853237\n", - " 85.323700\n", + " 0.852609\n", + " 85.260917\n", " nahezu vollständig redundant\n", " \n", " \n", " 1030_SD_72_10015_10007\n", - " 0.955529\n", - " 95.552927\n", + " 0.954810\n", + " 95.480966\n", " nahezu vollständig redundant\n", " \n", " \n", " 1031_SD_72_10015_FH13\n", - " 0.853237\n", - " 85.323700\n", + " 0.852609\n", + " 85.260917\n", " nahezu vollständig redundant\n", " \n", " \n", " 1032_SD_73_10008_10007\n", - " 0.954649\n", - " 95.464930\n", + " 0.944954\n", + " 94.495363\n", " nahezu vollständig redundant\n", " \n", " \n", " 1033_SD_73_10008_FH13\n", - " 0.849730\n", - " 84.973034\n", + " 0.846543\n", + " 84.654253\n", " nahezu vollständig redundant\n", " \n", " \n", " 1034_SD_73_10008_10007\n", - " 0.954649\n", - " 95.464930\n", + " 0.944954\n", + " 94.495363\n", " nahezu vollständig redundant\n", " \n", " \n", " 1035_SD_73_10008_FH13\n", - " 0.849730\n", - " 84.973034\n", + " 0.846543\n", + " 84.654253\n", " nahezu vollständig redundant\n", " \n", " \n", " 1036_SD_73_10008_10007\n", - " 0.954649\n", - " 95.464930\n", + " 0.944954\n", + " 94.495363\n", " nahezu vollständig redundant\n", " \n", " \n", " 1037_SD_73_10008_FH13\n", - " 0.849730\n", - " 84.973034\n", + " 0.846543\n", + " 84.654253\n", " nahezu vollständig redundant\n", " \n", " \n", " 1038_SD_74_10033_10032\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 1039_SD_74_10033_FH15\n", - " 0.816987\n", - " 81.698711\n", + " 0.816845\n", + " 81.684537\n", " nahezu vollständig redundant\n", " \n", " \n", " 1040_SD_74_10033_10032\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 1041_SD_74_10033_FH15\n", - " 0.816987\n", - " 81.698711\n", + " 0.816845\n", + " 81.684537\n", " nahezu vollständig redundant\n", " \n", " \n", " 1042_SD_74_10033_10032\n", - " 0.954347\n", - " 95.434686\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 1043_SD_74_10033_FH15\n", - " 0.816987\n", - " 81.698711\n", + " 0.816845\n", + " 81.684537\n", " nahezu vollständig redundant\n", " \n", " \n", " 1044_SD_75_10032_10033\n", - " 0.954347\n", - " 95.434685\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 1045_SD_75_10032_FH15\n", - " 0.821005\n", - " 82.100473\n", + " 0.820839\n", + " 82.083922\n", " nahezu vollständig redundant\n", " \n", " \n", " 1046_SD_75_10032_10033\n", - " 0.954347\n", - " 95.434685\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 1047_SD_75_10032_FH15\n", - " 0.821005\n", - " 82.100473\n", + " 0.820839\n", + " 82.083922\n", " nahezu vollständig redundant\n", " \n", " \n", " 1048_SD_75_10032_10033\n", - " 0.954347\n", - " 95.434685\n", + " 0.953661\n", + " 95.366111\n", " nahezu vollständig redundant\n", " \n", " \n", " 1049_SD_75_10032_FH15\n", - " 0.821005\n", - " 82.100473\n", + " 0.820839\n", + " 82.083922\n", " nahezu vollständig redundant\n", " \n", " \n", " 54_R_1_10009_10006\n", - " 0.842180\n", - " 84.217968\n", + " 0.839258\n", + " 83.925799\n", " nahezu vollständig redundant\n", " \n", " \n", " 55_R_1_10009_10010\n", - " 0.904346\n", - " 90.434600\n", + " 0.903020\n", + " 90.302021\n", " nahezu vollständig redundant\n", " \n", " \n", " 56_R_1_10009_10018\n", - " 0.788570\n", - " 78.857049\n", + " 0.787155\n", + " 78.715481\n", " nahezu vollständig redundant\n", " \n", " \n", " 57_R_1_10009_10008\n", - " 0.915538\n", - " 91.553759\n", + " 0.904791\n", + " 90.479071\n", " nahezu vollständig redundant\n", " \n", " \n", " 58_R_1_10009_10006\n", - " 0.842177\n", - " 84.217681\n", + " 0.839255\n", + " 83.925506\n", " nahezu vollständig redundant\n", " \n", " \n", " 59_R_1_10009_10010\n", - " 0.904348\n", - " 90.434826\n", + " 0.903023\n", + " 90.302251\n", " nahezu vollständig redundant\n", " \n", " \n", " 60_R_1_10009_10018\n", - " 0.788571\n", - " 78.857120\n", + " 0.787156\n", + " 78.715552\n", " nahezu vollständig redundant\n", " \n", " \n", " 61_R_1_10009_10008\n", - " 0.915538\n", - " 91.553797\n", + " 0.904791\n", + " 90.479114\n", " nahezu vollständig redundant\n", " \n", " \n", " 62_R_1_10009_10006\n", - " 0.842183\n", - " 84.218255\n", + " 0.839261\n", + " 83.926091\n", " nahezu vollständig redundant\n", " \n", " \n", " 63_R_1_10009_10010\n", - " 0.904349\n", - " 90.434856\n", + " 0.903023\n", + " 90.302281\n", " nahezu vollständig redundant\n", " \n", " \n", " 64_R_1_10009_10018\n", - " 0.788570\n", - " 78.857014\n", + " 0.787154\n", + " 78.715445\n", " nahezu vollständig redundant\n", " \n", " \n", " 65_R_1_10009_10008\n", - " 0.915540\n", - " 91.553988\n", + " 0.904793\n", + " 90.479329\n", " nahezu vollständig redundant\n", " \n", " \n", " 66_R_2_10006_10009\n", - " 0.930623\n", - " 93.062320\n", + " 0.928694\n", + " 92.869393\n", " nahezu vollständig redundant\n", " \n", " \n", " 67_R_2_10006_10005\n", - " 0.937370\n", - " 93.736978\n", + " 0.935763\n", + " 93.576314\n", " nahezu vollständig redundant\n", " \n", " \n", " 68_R_2_10006_10003\n", - " 0.840799\n", - " 84.079852\n", + " 0.835083\n", + " 83.508296\n", " nahezu vollständig redundant\n", " \n", " \n", " 69_R_2_10006_10004\n", - " 0.920720\n", - " 92.071952\n", + " 0.919739\n", + " 91.973905\n", " nahezu vollständig redundant\n", " \n", " \n", " 70_R_2_10006_10010\n", - " 0.911394\n", - " 91.139371\n", + " 0.907741\n", + " 90.774051\n", " nahezu vollständig redundant\n", " \n", " \n", " 71_R_2_10006_10018\n", - " 0.861306\n", - " 86.130640\n", + " 0.857114\n", + " 85.711351\n", " nahezu vollständig redundant\n", " \n", " \n", " 72_R_2_10006_10009\n", - " 0.930624\n", - " 93.062366\n", + " 0.928694\n", + " 92.869441\n", " nahezu vollständig redundant\n", " \n", " \n", " 73_R_2_10006_10005\n", - " 0.937371\n", - " 93.737108\n", + " 0.935764\n", + " 93.576448\n", " nahezu vollständig redundant\n", " \n", " \n", " 74_R_2_10006_10003\n", - " 0.840799\n", - " 84.079881\n", + " 0.835083\n", + " 83.508325\n", " nahezu vollständig redundant\n", " \n", " \n", " 75_R_2_10006_10004\n", - " 0.920722\n", - " 92.072206\n", + " 0.919742\n", + " 91.974162\n", " nahezu vollständig redundant\n", " \n", " \n", " 76_R_2_10006_10010\n", - " 0.911393\n", - " 91.139343\n", + " 0.907740\n", + " 90.774022\n", " nahezu vollständig redundant\n", " \n", " \n", " 77_R_2_10006_10018\n", - " 0.861307\n", - " 86.130712\n", + " 0.857114\n", + " 85.711424\n", " nahezu vollständig redundant\n", " \n", " \n", " 78_R_2_10006_10009\n", - " 0.930623\n", - " 93.062345\n", + " 0.928694\n", + " 92.869420\n", " nahezu vollständig redundant\n", " \n", " \n", " 79_R_2_10006_10005\n", - " 0.937370\n", - " 93.736994\n", + " 0.935763\n", + " 93.576331\n", " nahezu vollständig redundant\n", " \n", " \n", " 80_R_2_10006_10003\n", - " 0.840799\n", - " 84.079940\n", + " 0.835084\n", + " 83.508387\n", " nahezu vollständig redundant\n", " \n", " \n", " 81_R_2_10006_10004\n", - " 0.920720\n", - " 92.072023\n", + " 0.919740\n", + " 91.973977\n", " nahezu vollständig redundant\n", " \n", " \n", " 82_R_2_10006_10010\n", - " 0.911394\n", - " 91.139371\n", + " 0.907741\n", + " 90.774051\n", " nahezu vollständig redundant\n", " \n", " \n", " 83_R_2_10006_10018\n", - " 0.861307\n", - " 86.130712\n", + " 0.857114\n", + " 85.711424\n", " nahezu vollständig redundant\n", " \n", " \n", " 84_R_3_10008_10009\n", - " 0.908337\n", - " 90.833732\n", + " 0.893193\n", + " 89.319336\n", " nahezu vollständig redundant\n", " \n", " \n", " 85_R_3_10008_10007\n", - " 0.736739\n", - " 73.673944\n", + " 0.731627\n", + " 73.162657\n", " nahezu vollständig redundant\n", " \n", " \n", " 86_R_3_10008_10005\n", - " 0.910590\n", - " 91.059049\n", + " 0.896804\n", + " 89.680388\n", " nahezu vollständig redundant\n", " \n", " \n", " 87_R_3_10008_10009\n", - " 0.908338\n", - " 90.833819\n", + " 0.893194\n", + " 89.319438\n", " nahezu vollständig redundant\n", " \n", " \n", " 88_R_3_10008_10007\n", - " 0.736739\n", - " 73.673860\n", + " 0.731626\n", + " 73.162571\n", " nahezu vollständig redundant\n", " \n", " \n", " 89_R_3_10008_10005\n", - " 0.910590\n", - " 91.058961\n", + " 0.896803\n", + " 89.680287\n", " nahezu vollständig redundant\n", " \n", " \n", " 90_R_3_10008_10009\n", - " 0.908335\n", - " 90.833531\n", + " 0.893191\n", + " 89.319101\n", " nahezu vollständig redundant\n", " \n", " \n", " 91_R_3_10008_10007\n", - " 0.736738\n", - " 73.673775\n", + " 0.731625\n", + " 73.162485\n", " nahezu vollständig redundant\n", " \n", " \n", " 92_R_3_10008_10005\n", - " 0.910590\n", - " 91.059013\n", + " 0.896803\n", + " 89.680346\n", " nahezu vollständig redundant\n", " \n", " \n", " 93_R_4_10005_10008\n", - " 0.937309\n", - " 93.730937\n", + " 0.918780\n", + " 91.877950\n", " nahezu vollständig redundant\n", " \n", " \n", " 94_R_4_10005_10003\n", - " 0.931045\n", - " 93.104537\n", + " 0.930396\n", + " 93.039601\n", " nahezu vollständig redundant\n", " \n", " \n", " 95_R_4_10005_10001\n", - " 0.801679\n", - " 80.167857\n", + " 0.800866\n", + " 80.086570\n", " nahezu vollständig redundant\n", " \n", " \n", " 96_R_4_10005_10002\n", - " 0.879798\n", - " 87.979778\n", + " 0.879727\n", + " 87.972659\n", " nahezu vollständig redundant\n", " \n", " \n", " 97_R_4_10005_10004\n", - " 0.938605\n", - " 93.860467\n", + " 0.938489\n", + " 93.848931\n", " nahezu vollständig redundant\n", " \n", " \n", " 98_R_4_10005_10006\n", - " 0.900690\n", - " 90.069016\n", + " 0.898720\n", + " 89.871981\n", " nahezu vollständig redundant\n", " \n", " \n", " 99_R_4_10005_10008\n", - " 0.937310\n", - " 93.730960\n", + " 0.918780\n", + " 91.877980\n", " nahezu vollständig redundant\n", " \n", " \n", " 100_R_4_10005_10003\n", - " 0.931046\n", - " 93.104580\n", + " 0.930396\n", + " 93.039645\n", " nahezu vollständig redundant\n", " \n", " \n", " 101_R_4_10005_10001\n", - " 0.801679\n", - " 80.167894\n", + " 0.800866\n", + " 80.086607\n", " nahezu vollständig redundant\n", " \n", " \n", " 102_R_4_10005_10002\n", - " 0.879798\n", - " 87.979803\n", + " 0.879727\n", + " 87.972683\n", " nahezu vollständig redundant\n", " \n", " \n", " 103_R_4_10005_10004\n", - " 0.938602\n", - " 93.860238\n", + " 0.938487\n", + " 93.848703\n", " nahezu vollständig redundant\n", " \n", " \n", " 104_R_4_10005_10006\n", - " 0.900691\n", - " 90.069093\n", + " 0.898721\n", + " 89.872060\n", " nahezu vollständig redundant\n", " \n", " \n", " 105_R_4_10005_10008\n", - " 0.937308\n", - " 93.730797\n", + " 0.918778\n", + " 91.877769\n", " nahezu vollständig redundant\n", " \n", " \n", " 106_R_4_10005_10003\n", - " 0.931045\n", - " 93.104525\n", + " 0.930396\n", + " 93.039589\n", " nahezu vollständig redundant\n", " \n", " \n", " 107_R_4_10005_10001\n", - " 0.801679\n", - " 80.167919\n", + " 0.800866\n", + " 80.086632\n", " nahezu vollständig redundant\n", " \n", " \n", " 108_R_4_10005_10002\n", - " 0.879796\n", - " 87.979647\n", + " 0.879725\n", + " 87.972527\n", " nahezu vollständig redundant\n", " \n", " \n", " 109_R_4_10005_10004\n", - " 0.938605\n", - " 93.860484\n", + " 0.938489\n", + " 93.848949\n", " nahezu vollständig redundant\n", " \n", " \n", " 110_R_4_10005_10006\n", - " 0.900690\n", - " 90.069041\n", + " 0.898720\n", + " 89.872007\n", " nahezu vollständig redundant\n", " \n", " \n", " 111_R_5_10004_10005\n", - " 0.927663\n", - " 92.766310\n", + " 0.927476\n", + " 92.747610\n", " nahezu vollständig redundant\n", " \n", " \n", " 112_R_5_10004_10003\n", - " 0.883826\n", - " 88.382616\n", + " 0.883652\n", + " 88.365188\n", " nahezu vollständig redundant\n", " \n", " \n", " 113_R_5_10004_10002\n", - " 0.790516\n", - " 79.051562\n", + " 0.790258\n", + " 79.025782\n", " nahezu vollständig redundant\n", " \n", " \n", " 114_R_5_10004_10006\n", - " 0.843515\n", - " 84.351536\n", + " 0.843041\n", + " 84.304098\n", " nahezu vollständig redundant\n", " \n", " \n", " 115_R_5_10004_10005\n", - " 0.927663\n", - " 92.766340\n", + " 0.927476\n", + " 92.747640\n", " nahezu vollständig redundant\n", " \n", " \n", " 116_R_5_10004_10003\n", - " 0.883825\n", - " 88.382530\n", + " 0.883651\n", + " 88.365101\n", " nahezu vollständig redundant\n", " \n", " \n", " 117_R_5_10004_10002\n", - " 0.790515\n", - " 79.051525\n", + " 0.790257\n", + " 79.025745\n", " nahezu vollständig redundant\n", " \n", " \n", " 118_R_5_10004_10006\n", - " 0.843515\n", - " 84.351471\n", + " 0.843040\n", + " 84.304032\n", " nahezu vollständig redundant\n", " \n", " \n", " 119_R_5_10004_10005\n", - " 0.927663\n", - " 92.766340\n", + " 0.927476\n", + " 92.747640\n", " nahezu vollständig redundant\n", " \n", " \n", " 120_R_5_10004_10003\n", - " 0.883825\n", - " 88.382530\n", + " 0.883651\n", + " 88.365101\n", " nahezu vollständig redundant\n", " \n", " \n", " 121_R_5_10004_10002\n", - " 0.790516\n", - " 79.051562\n", + " 0.790258\n", + " 79.025782\n", " nahezu vollständig redundant\n", " \n", " \n", " 122_R_5_10004_10006\n", - " 0.843515\n", - " 84.351536\n", + " 0.843041\n", + " 84.304098\n", " nahezu vollständig redundant\n", " \n", " \n", " 123_R_6_10003_10004\n", - " 0.915762\n", - " 91.576189\n", + " 0.915475\n", + " 91.547472\n", " nahezu vollständig redundant\n", " \n", " \n", " 124_R_6_10003_10006\n", - " 0.850207\n", - " 85.020668\n", + " 0.848839\n", + " 84.883870\n", " nahezu vollständig redundant\n", " \n", " \n", " 125_R_6_10003_10005\n", - " 0.914714\n", - " 91.471422\n", + " 0.914004\n", + " 91.400430\n", " nahezu vollständig redundant\n", " \n", " \n", " 126_R_6_10003_10007\n", - " 0.937690\n", - " 93.769015\n", + " 0.933297\n", + " 93.329700\n", " nahezu vollständig redundant\n", " \n", " \n", " 127_R_6_10003_10016\n", - " 0.910943\n", - " 91.094266\n", + " 0.903605\n", + " 90.360489\n", " nahezu vollständig redundant\n", " \n", " \n", " 128_R_6_10003_10001\n", - " 0.856495\n", - " 85.649479\n", + " 0.852528\n", + " 85.252782\n", " nahezu vollständig redundant\n", " \n", " \n", " 129_R_6_10003_10002\n", - " 0.914700\n", - " 91.469999\n", + " 0.914028\n", + " 91.402794\n", " nahezu vollständig redundant\n", " \n", " \n", " 130_R_6_10003_10004\n", - " 0.915763\n", - " 91.576316\n", + " 0.915476\n", + " 91.547600\n", " nahezu vollständig redundant\n", " \n", " \n", " 131_R_6_10003_10006\n", - " 0.850205\n", - " 85.020514\n", + " 0.848837\n", + " 84.883714\n", " nahezu vollständig redundant\n", " \n", " \n", " 132_R_6_10003_10005\n", - " 0.914715\n", - " 91.471476\n", + " 0.914005\n", + " 91.400485\n", " nahezu vollständig redundant\n", " \n", " \n", " 133_R_6_10003_10007\n", - " 0.937690\n", - " 93.769008\n", + " 0.933297\n", + " 93.329692\n", " nahezu vollständig redundant\n", " \n", " \n", " 134_R_6_10003_10016\n", - " 0.910943\n", - " 91.094328\n", + " 0.903606\n", + " 90.360556\n", " nahezu vollständig redundant\n", " \n", " \n", " 135_R_6_10003_10001\n", - " 0.856494\n", - " 85.649373\n", + " 0.852527\n", + " 85.252674\n", " nahezu vollständig redundant\n", " \n", " \n", " 136_R_6_10003_10002\n", - " 0.914699\n", - " 91.469895\n", + " 0.914027\n", + " 91.402689\n", " nahezu vollständig redundant\n", " \n", " \n", " 137_R_6_10003_10004\n", - " 0.915762\n", - " 91.576238\n", + " 0.915475\n", + " 91.547521\n", " nahezu vollständig redundant\n", " \n", " \n", " 138_R_6_10003_10006\n", - " 0.850206\n", - " 85.020626\n", + " 0.848838\n", + " 84.883828\n", " nahezu vollständig redundant\n", " \n", " \n", " 139_R_6_10003_10005\n", - " 0.914714\n", - " 91.471354\n", + " 0.914004\n", + " 91.400361\n", " nahezu vollständig redundant\n", " \n", " \n", " 140_R_6_10003_10007\n", - " 0.937689\n", - " 93.768858\n", + " 0.933295\n", + " 93.329532\n", " nahezu vollständig redundant\n", " \n", " \n", " 141_R_6_10003_10016\n", - " 0.910943\n", - " 91.094313\n", + " 0.903605\n", + " 90.360539\n", " nahezu vollständig redundant\n", " \n", " \n", " 142_R_6_10003_10001\n", - " 0.856496\n", - " 85.649572\n", + " 0.852529\n", + " 85.252877\n", " nahezu vollständig redundant\n", " \n", " \n", " 143_R_6_10003_10002\n", - " 0.914699\n", - " 91.469921\n", + " 0.914027\n", + " 91.402715\n", " nahezu vollständig redundant\n", " \n", " \n", " 144_R_7_10002_10003\n", - " 0.942824\n", - " 94.282440\n", + " 0.942388\n", + " 94.238836\n", " nahezu vollständig redundant\n", " \n", " \n", " 145_R_7_10002_10001\n", - " 0.851811\n", - " 85.181050\n", + " 0.850707\n", + " 85.070731\n", " nahezu vollständig redundant\n", " \n", " \n", " 146_R_7_10002_10004\n", - " 0.901365\n", - " 90.136462\n", + " 0.901346\n", + " 90.134596\n", " nahezu vollständig redundant\n", " \n", " \n", " 147_R_7_10002_10006\n", - " 0.829934\n", - " 82.993393\n", + " 0.829393\n", + " 82.939294\n", " nahezu vollständig redundant\n", " \n", " \n", " 148_R_7_10002_10005\n", - " 0.893739\n", - " 89.373926\n", + " 0.893425\n", + " 89.342521\n", " nahezu vollständig redundant\n", " \n", " \n", " 149_R_7_10002_10003\n", - " 0.942825\n", - " 94.282513\n", + " 0.942389\n", + " 94.238909\n", " nahezu vollständig redundant\n", " \n", " \n", " 150_R_7_10002_10001\n", - " 0.851810\n", - " 85.180957\n", + " 0.850706\n", + " 85.070637\n", " nahezu vollständig redundant\n", " \n", " \n", " 151_R_7_10002_10004\n", - " 0.901365\n", - " 90.136473\n", + " 0.901346\n", + " 90.134607\n", " nahezu vollständig redundant\n", " \n", " \n", " 152_R_7_10002_10006\n", - " 0.829934\n", - " 82.993419\n", + " 0.829393\n", + " 82.939320\n", " nahezu vollständig redundant\n", " \n", " \n", " 153_R_7_10002_10005\n", - " 0.893740\n", - " 89.373976\n", + " 0.893426\n", + " 89.342570\n", " nahezu vollständig redundant\n", " \n", " \n", " 154_R_7_10002_10003\n", - " 0.942825\n", - " 94.282457\n", + " 0.942389\n", + " 94.238853\n", " nahezu vollständig redundant\n", " \n", " \n", " 155_R_7_10002_10001\n", - " 0.851811\n", - " 85.181050\n", + " 0.850707\n", + " 85.070731\n", " nahezu vollständig redundant\n", " \n", " \n", " 156_R_7_10002_10004\n", - " 0.901364\n", - " 90.136370\n", + " 0.901345\n", + " 90.134504\n", " nahezu vollständig redundant\n", " \n", " \n", " 157_R_7_10002_10006\n", - " 0.829935\n", - " 82.993511\n", + " 0.829394\n", + " 82.939412\n", " nahezu vollständig redundant\n", " \n", " \n", " 158_R_7_10002_10005\n", - " 0.893739\n", - " 89.373930\n", + " 0.893425\n", + " 89.342524\n", " nahezu vollständig redundant\n", " \n", " \n", " 159_R_8_10001_10002\n", - " 0.921277\n", - " 92.127680\n", + " 0.919396\n", + " 91.939576\n", " nahezu vollständig redundant\n", " \n", " \n", " 160_R_8_10001_10005\n", - " 0.806182\n", - " 80.618199\n", + " 0.802114\n", + " 80.211431\n", " nahezu vollständig redundant\n", " \n", " \n", " 161_R_8_10001_10003\n", - " 0.915881\n", - " 91.588086\n", + " 0.912567\n", + " 91.256731\n", " nahezu vollständig redundant\n", " \n", " \n", " 162_R_8_10001_10011\n", - " 0.872337\n", - " 87.233722\n", + " 0.846010\n", + " 84.601037\n", " nahezu vollständig redundant\n", " \n", " \n", " 163_R_8_10001_10002\n", - " 0.921278\n", - " 92.127780\n", + " 0.919397\n", + " 91.939678\n", " nahezu vollständig redundant\n", " \n", " \n", " 164_R_8_10001_10005\n", - " 0.806184\n", - " 80.618369\n", + " 0.802116\n", + " 80.211605\n", " nahezu vollständig redundant\n", " \n", " \n", " 165_R_8_10001_10003\n", - " 0.915882\n", - " 91.588176\n", + " 0.912568\n", + " 91.256825\n", " nahezu vollständig redundant\n", " \n", " \n", " 166_R_8_10001_10011\n", - " 0.872337\n", - " 87.233749\n", + " 0.846011\n", + " 84.601069\n", " nahezu vollständig redundant\n", " \n", " \n", " 167_R_8_10001_10002\n", - " 0.921278\n", - " 92.127778\n", + " 0.919397\n", + " 91.939676\n", " nahezu vollständig redundant\n", " \n", " \n", " 168_R_8_10001_10005\n", - " 0.806183\n", - " 80.618271\n", + " 0.802115\n", + " 80.211505\n", " nahezu vollständig redundant\n", " \n", " \n", " 169_R_8_10001_10003\n", - " 0.915882\n", - " 91.588212\n", + " 0.912569\n", + " 91.256861\n", " nahezu vollständig redundant\n", " \n", " \n", " 170_R_8_10001_10011\n", - " 0.872338\n", - " 87.233762\n", + " 0.846011\n", + " 84.601085\n", " nahezu vollständig redundant\n", " \n", " \n", " 171_R_9_10010_10006\n", - " 0.842414\n", - " 84.241400\n", + " 0.837262\n", + " 83.726233\n", " nahezu vollständig redundant\n", " \n", " \n", " 172_R_9_10010_10026\n", - " 0.904575\n", - " 90.457505\n", + " 0.902178\n", + " 90.217793\n", " nahezu vollständig redundant\n", " \n", " \n", " 173_R_9_10010_10027\n", - " 0.798940\n", - " 79.893997\n", + " 0.793437\n", + " 79.343660\n", " nahezu vollständig redundant\n", " \n", " \n", " 174_R_9_10010_10018\n", - " 0.933941\n", - " 93.394082\n", + " 0.933882\n", + " 93.388158\n", " nahezu vollständig redundant\n", " \n", " \n", " 175_R_9_10010_10009\n", - " 0.910465\n", - " 91.046507\n", + " 0.907960\n", + " 90.795976\n", " nahezu vollständig redundant\n", " \n", " \n", " 176_R_9_10010_10006\n", - " 0.842414\n", - " 84.241441\n", + " 0.837263\n", + " 83.726274\n", " nahezu vollständig redundant\n", " \n", " \n", " 177_R_9_10010_10026\n", - " 0.904575\n", - " 90.457537\n", + " 0.902178\n", + " 90.217826\n", " nahezu vollständig redundant\n", " \n", " \n", " 178_R_9_10010_10027\n", - " 0.798941\n", - " 79.894100\n", + " 0.793438\n", + " 79.343766\n", " nahezu vollständig redundant\n", " \n", " \n", " 179_R_9_10010_10018\n", - " 0.933940\n", - " 93.394039\n", + " 0.933881\n", + " 93.388116\n", " nahezu vollständig redundant\n", " \n", " \n", " 180_R_9_10010_10009\n", - " 0.910466\n", - " 91.046623\n", + " 0.907961\n", + " 90.796096\n", " nahezu vollständig redundant\n", " \n", " \n", " 181_R_9_10010_10006\n", - " 0.842412\n", - " 84.241198\n", + " 0.837260\n", + " 83.726024\n", " nahezu vollständig redundant\n", " \n", " \n", " 182_R_9_10010_10026\n", - " 0.904574\n", - " 90.457414\n", + " 0.902177\n", + " 90.217700\n", " nahezu vollständig redundant\n", " \n", " \n", " 183_R_9_10010_10027\n", - " 0.798942\n", - " 79.894168\n", + " 0.793438\n", + " 79.343835\n", " nahezu vollständig redundant\n", " \n", " \n", " 184_R_9_10010_10018\n", - " 0.933940\n", - " 93.394017\n", + " 0.933881\n", + " 93.388094\n", " nahezu vollständig redundant\n", " \n", " \n", " 185_R_9_10010_10009\n", - " 0.910467\n", - " 91.046653\n", + " 0.907961\n", + " 90.796126\n", " nahezu vollständig redundant\n", " \n", " \n", " 186_R_10_10018_10010\n", - " 0.915047\n", - " 91.504691\n", + " 0.914615\n", + " 91.461453\n", " nahezu vollständig redundant\n", " \n", " \n", " 187_R_10_10018_10026\n", - " 0.943477\n", - " 94.347746\n", + " 0.938308\n", + " 93.830812\n", " nahezu vollständig redundant\n", " \n", " \n", " 188_R_10_10018_10043\n", - " 0.797936\n", - " 79.793588\n", + " 0.794885\n", + " 79.488520\n", " nahezu vollständig redundant\n", " \n", " \n", " 189_R_10_10018_10027\n", - " 0.890236\n", - " 89.023572\n", + " 0.889950\n", + " 88.995000\n", " nahezu vollständig redundant\n", " \n", " \n", " 190_R_10_10018_10009\n", - " 0.858280\n", - " 85.827974\n", + " 0.851365\n", + " 85.136451\n", " nahezu vollständig redundant\n", " \n", " \n", " 191_R_10_10018_10010\n", - " 0.915046\n", - " 91.504642\n", + " 0.914614\n", + " 91.461404\n", " nahezu vollständig redundant\n", " \n", " \n", " 192_R_10_10018_10026\n", - " 0.943477\n", - " 94.347667\n", + " 0.938307\n", + " 93.830725\n", " nahezu vollständig redundant\n", " \n", " \n", " 193_R_10_10018_10043\n", - " 0.797935\n", - " 79.793530\n", + " 0.794885\n", + " 79.488461\n", " nahezu vollständig redundant\n", " \n", " \n", " 194_R_10_10018_10027\n", - " 0.890236\n", - " 89.023587\n", + " 0.889950\n", + " 88.995014\n", " nahezu vollständig redundant\n", " \n", " \n", " 195_R_10_10018_10009\n", - " 0.858280\n", - " 85.827998\n", + " 0.851365\n", + " 85.136476\n", " nahezu vollständig redundant\n", " \n", " \n", " 196_R_10_10018_10010\n", - " 0.915046\n", - " 91.504611\n", + " 0.914614\n", + " 91.461373\n", " nahezu vollständig redundant\n", " \n", " \n", " 197_R_10_10018_10026\n", - " 0.943477\n", - " 94.347732\n", + " 0.938308\n", + " 93.830797\n", " nahezu vollständig redundant\n", " \n", " \n", " 198_R_10_10018_10043\n", - " 0.797936\n", - " 79.793588\n", + " 0.794885\n", + " 79.488520\n", " nahezu vollständig redundant\n", " \n", " \n", " 199_R_10_10018_10027\n", - " 0.890235\n", - " 89.023518\n", + " 0.889949\n", + " 88.994946\n", " nahezu vollständig redundant\n", " \n", " \n", " 200_R_10_10018_10009\n", - " 0.858280\n", - " 85.827950\n", + " 0.851364\n", + " 85.136426\n", " nahezu vollständig redundant\n", " \n", " \n", " 201_R_11_10026_10018\n", - " 0.931994\n", - " 93.199448\n", + " 0.921484\n", + " 92.148396\n", " nahezu vollständig redundant\n", " \n", " \n", " 202_R_11_10026_10010\n", - " 0.910702\n", - " 91.070235\n", + " 0.887936\n", + " 88.793619\n", " nahezu vollständig redundant\n", " \n", " \n", " 203_R_11_10026_10043\n", - " 0.890972\n", - " 89.097248\n", + " 0.888840\n", + " 88.883974\n", " nahezu vollständig redundant\n", " \n", " \n", " 204_R_11_10026_10044\n", - " 0.824711\n", - " 82.471103\n", + " 0.820967\n", + " 82.096675\n", " nahezu vollständig redundant\n", " \n", " \n", " 205_R_11_10026_10027\n", - " 0.939489\n", - " 93.948850\n", + " 0.937368\n", + " 93.736841\n", " nahezu vollständig redundant\n", " \n", " \n", " 206_R_11_10026_10021\n", - " 0.939901\n", - " 93.990097\n", + " 0.936883\n", + " 93.688339\n", " nahezu vollständig redundant\n", " \n", " \n", " 207_R_11_10026_10020\n", - " 0.932350\n", - " 93.235021\n", + " 0.928156\n", + " 92.815581\n", " nahezu vollständig redundant\n", " \n", " \n", " 208_R_11_10026_10018\n", - " 0.931995\n", - " 93.199514\n", + " 0.921485\n", + " 92.148471\n", " nahezu vollständig redundant\n", " \n", " \n", " 209_R_11_10026_10010\n", - " 0.910703\n", - " 91.070307\n", + " 0.887937\n", + " 88.793709\n", " nahezu vollständig redundant\n", " \n", " \n", " 210_R_11_10026_10043\n", - " 0.890973\n", - " 89.097302\n", + " 0.888840\n", + " 88.884030\n", " nahezu vollständig redundant\n", " \n", " \n", " 211_R_11_10026_10044\n", - " 0.824711\n", - " 82.471138\n", + " 0.820967\n", + " 82.096710\n", " nahezu vollständig redundant\n", " \n", " \n", " 212_R_11_10026_10027\n", - " 0.939489\n", - " 93.948851\n", + " 0.937368\n", + " 93.736842\n", " nahezu vollständig redundant\n", " \n", " \n", " 213_R_11_10026_10021\n", - " 0.939901\n", - " 93.990097\n", + " 0.936883\n", + " 93.688340\n", " nahezu vollständig redundant\n", " \n", " \n", " 214_R_11_10026_10020\n", - " 0.932350\n", - " 93.234994\n", + " 0.928156\n", + " 92.815552\n", " nahezu vollständig redundant\n", " \n", " \n", " 215_R_11_10026_10018\n", - " 0.931995\n", - " 93.199492\n", + " 0.921484\n", + " 92.148446\n", " nahezu vollständig redundant\n", " \n", " \n", " 216_R_11_10026_10010\n", - " 0.910702\n", - " 91.070235\n", + " 0.887936\n", + " 88.793619\n", " nahezu vollständig redundant\n", " \n", " \n", " 217_R_11_10026_10043\n", - " 0.890972\n", - " 89.097226\n", + " 0.888840\n", + " 88.883952\n", " nahezu vollständig redundant\n", " \n", " \n", " 218_R_11_10026_10044\n", - " 0.824711\n", - " 82.471126\n", + " 0.820967\n", + " 82.096699\n", " nahezu vollständig redundant\n", " \n", " \n", " 219_R_11_10026_10027\n", - " 0.939488\n", - " 93.948764\n", + " 0.937368\n", + " 93.736751\n", " nahezu vollständig redundant\n", " \n", " \n", " 220_R_11_10026_10021\n", - " 0.939900\n", - " 93.990034\n", + " 0.936883\n", + " 93.688274\n", " nahezu vollständig redundant\n", " \n", " \n", " 221_R_11_10026_10020\n", - " 0.932350\n", - " 93.234957\n", + " 0.928155\n", + " 92.815514\n", " nahezu vollständig redundant\n", " \n", " \n", " 222_R_12_10021_10026\n", - " 0.853201\n", - " 85.320089\n", + " 0.852787\n", + " 85.278741\n", " nahezu vollständig redundant\n", " \n", " \n", " 223_R_12_10021_10024\n", - " 0.912588\n", - " 91.258836\n", + " 0.912471\n", + " 91.247128\n", " nahezu vollständig redundant\n", " \n", " \n", " 224_R_12_10021_10025\n", - " 0.857343\n", - " 85.734305\n", + " 0.856850\n", + " 85.685012\n", " nahezu vollständig redundant\n", " \n", " \n", " 225_R_12_10021_10022\n", - " 0.946449\n", - " 94.644876\n", + " 0.946441\n", + " 94.644090\n", " nahezu vollständig redundant\n", " \n", " \n", " 226_R_12_10021_10023\n", - " 0.938962\n", - " 93.896178\n", + " 0.938933\n", + " 93.893301\n", " nahezu vollständig redundant\n", " \n", " \n", " 227_R_12_10021_10020\n", - " 0.953757\n", - " 95.375653\n", + " 0.953754\n", + " 95.375387\n", " nahezu vollständig redundant\n", " \n", " \n", " 228_R_12_10021_10019\n", - " 0.862810\n", - " 86.280962\n", + " 0.862112\n", + " 86.211225\n", " nahezu vollständig redundant\n", " \n", " \n", " 229_R_12_10021_10026\n", - " 0.853201\n", - " 85.320109\n", + " 0.852788\n", + " 85.278762\n", " nahezu vollständig redundant\n", " \n", " \n", " 230_R_12_10021_10024\n", - " 0.912589\n", - " 91.258873\n", + " 0.912472\n", + " 91.247165\n", " nahezu vollständig redundant\n", " \n", " \n", " 231_R_12_10021_10025\n", - " 0.857343\n", - " 85.734342\n", + " 0.856850\n", + " 85.685049\n", " nahezu vollständig redundant\n", " \n", " \n", " 232_R_12_10021_10022\n", - " 0.946446\n", - " 94.644580\n", + " 0.946438\n", + " 94.643794\n", " nahezu vollständig redundant\n", " \n", " \n", " 233_R_12_10021_10023\n", - " 0.938960\n", - " 93.895986\n", + " 0.938931\n", + " 93.893109\n", " nahezu vollständig redundant\n", " \n", " \n", " 234_R_12_10021_10020\n", - " 0.953758\n", - " 95.375832\n", + " 0.953756\n", + " 95.375566\n", " nahezu vollständig redundant\n", " \n", " \n", " 235_R_12_10021_10019\n", - " 0.862809\n", - " 86.280912\n", + " 0.862112\n", + " 86.211175\n", " nahezu vollständig redundant\n", " \n", " \n", " 236_R_12_10021_10026\n", - " 0.853201\n", - " 85.320089\n", + " 0.852787\n", + " 85.278741\n", " nahezu vollständig redundant\n", " \n", " \n", " 237_R_12_10021_10024\n", - " 0.912588\n", - " 91.258762\n", + " 0.912471\n", + " 91.247054\n", " nahezu vollständig redundant\n", " \n", " \n", " 238_R_12_10021_10025\n", - " 0.857343\n", - " 85.734304\n", + " 0.856850\n", + " 85.685011\n", " nahezu vollständig redundant\n", " \n", " \n", " 239_R_12_10021_10022\n", - " 0.946446\n", - " 94.644589\n", + " 0.946438\n", + " 94.643803\n", " nahezu vollständig redundant\n", " \n", " \n", " 240_R_12_10021_10023\n", - " 0.938958\n", - " 93.895797\n", + " 0.938929\n", + " 93.892919\n", " nahezu vollständig redundant\n", " \n", " \n", " 241_R_12_10021_10020\n", - " 0.953758\n", - " 95.375776\n", + " 0.953755\n", + " 95.375510\n", " nahezu vollständig redundant\n", " \n", " \n", " 242_R_12_10021_10019\n", - " 0.862809\n", - " 86.280882\n", + " 0.862111\n", + " 86.211145\n", " nahezu vollständig redundant\n", " \n", " \n", " 243_R_13_10020_10021\n", - " 0.955196\n", - " 95.519606\n", + " 0.955195\n", + " 95.519488\n", " nahezu vollständig redundant\n", " \n", " \n", " 244_R_13_10020_10022\n", - " 0.946574\n", - " 94.657364\n", + " 0.946543\n", + " 94.654334\n", " nahezu vollständig redundant\n", " \n", " \n", " 245_R_13_10020_10024\n", - " 0.908654\n", - " 90.865444\n", + " 0.908529\n", + " 90.852852\n", " nahezu vollständig redundant\n", " \n", " \n", " 246_R_13_10020_10025\n", - " 0.858903\n", - " 85.890265\n", + " 0.858379\n", + " 85.837912\n", " nahezu vollständig redundant\n", " \n", " \n", " 247_R_13_10020_10023\n", - " 0.943234\n", - " 94.323370\n", + " 0.943194\n", + " 94.319435\n", " nahezu vollständig redundant\n", " \n", " \n", " 248_R_13_10020_10019\n", - " 0.877795\n", - " 87.779476\n", + " 0.876919\n", + " 87.691857\n", " nahezu vollständig redundant\n", " \n", " \n", " 249_R_13_10020_10026\n", - " 0.837677\n", - " 83.767746\n", + " 0.837223\n", + " 83.722329\n", " nahezu vollständig redundant\n", " \n", " \n", " 250_R_13_10020_10021\n", - " 0.955196\n", - " 95.519601\n", + " 0.955195\n", + " 95.519483\n", " nahezu vollständig redundant\n", " \n", " \n", " 251_R_13_10020_10022\n", - " 0.946572\n", - " 94.657186\n", + " 0.946542\n", + " 94.654156\n", " nahezu vollständig redundant\n", " \n", " \n", " 252_R_13_10020_10024\n", - " 0.908654\n", - " 90.865403\n", + " 0.908528\n", + " 90.852811\n", " nahezu vollständig redundant\n", " \n", " \n", " 253_R_13_10020_10025\n", - " 0.858902\n", - " 85.890230\n", + " 0.858379\n", + " 85.837876\n", " nahezu vollständig redundant\n", " \n", " \n", " 254_R_13_10020_10023\n", - " 0.943234\n", - " 94.323412\n", + " 0.943195\n", + " 94.319476\n", " nahezu vollständig redundant\n", " \n", " \n", " 255_R_13_10020_10019\n", - " 0.877795\n", - " 87.779498\n", + " 0.876919\n", + " 87.691879\n", " nahezu vollständig redundant\n", " \n", " \n", " 256_R_13_10020_10026\n", - " 0.837677\n", - " 83.767702\n", + " 0.837223\n", + " 83.722285\n", " nahezu vollständig redundant\n", " \n", " \n", " 257_R_13_10020_10021\n", - " 0.955200\n", - " 95.519987\n", + " 0.955199\n", + " 95.519869\n", " nahezu vollständig redundant\n", " \n", " \n", " 258_R_13_10020_10022\n", - " 0.946570\n", - " 94.656997\n", + " 0.946540\n", + " 94.653967\n", " nahezu vollständig redundant\n", " \n", " \n", " 259_R_13_10020_10024\n", - " 0.908654\n", - " 90.865440\n", + " 0.908528\n", + " 90.852848\n", " nahezu vollständig redundant\n", " \n", " \n", " 260_R_13_10020_10025\n", - " 0.858903\n", - " 85.890266\n", + " 0.858379\n", + " 85.837912\n", " nahezu vollständig redundant\n", " \n", " \n", " 261_R_13_10020_10023\n", - " 0.943236\n", - " 94.323577\n", + " 0.943196\n", + " 94.319641\n", " nahezu vollständig redundant\n", " \n", " \n", " 262_R_13_10020_10019\n", - " 0.877796\n", - " 87.779586\n", + " 0.876920\n", + " 87.691968\n", " nahezu vollständig redundant\n", " \n", " \n", " 263_R_13_10020_10026\n", - " 0.837674\n", - " 83.767443\n", + " 0.837220\n", + " 83.722024\n", " nahezu vollständig redundant\n", " \n", " \n", " 264_R_14_10019_10020\n", - " 0.930833\n", - " 93.083334\n", + " 0.930475\n", + " 93.047538\n", " nahezu vollständig redundant\n", " \n", " \n", " 265_R_14_10019_10033\n", - " 0.863605\n", - " 86.360469\n", + " 0.859689\n", + " 85.968868\n", " nahezu vollständig redundant\n", " \n", " \n", " 266_R_14_10019_10017\n", - " 0.851626\n", - " 85.162626\n", + " 0.848993\n", + " 84.899347\n", " nahezu vollständig redundant\n", " \n", " \n", " 267_R_14_10019_10026\n", - " 0.816628\n", - " 81.662760\n", + " 0.815630\n", + " 81.563021\n", " nahezu vollständig redundant\n", " \n", " \n", " 268_R_14_10019_10021\n", - " 0.917240\n", - " 91.723987\n", + " 0.917032\n", + " 91.703241\n", " nahezu vollständig redundant\n", " \n", " \n", " 269_R_14_10019_10020\n", - " 0.930834\n", - " 93.083427\n", + " 0.930476\n", + " 93.047632\n", " nahezu vollständig redundant\n", " \n", " \n", " 270_R_14_10019_10033\n", - " 0.863604\n", - " 86.360436\n", + " 0.859688\n", + " 85.968834\n", " nahezu vollständig redundant\n", " \n", " \n", " 271_R_14_10019_10017\n", - " 0.851629\n", - " 85.162863\n", + " 0.848996\n", + " 84.899588\n", " nahezu vollständig redundant\n", " \n", " \n", " 272_R_14_10019_10026\n", - " 0.816628\n", - " 81.662784\n", + " 0.815630\n", + " 81.563045\n", " nahezu vollständig redundant\n", " \n", " \n", " 273_R_14_10019_10021\n", - " 0.917240\n", - " 91.724003\n", + " 0.917033\n", + " 91.703257\n", " nahezu vollständig redundant\n", " \n", " \n", " 274_R_14_10019_10020\n", - " 0.930833\n", - " 93.083333\n", + " 0.930475\n", + " 93.047538\n", " nahezu vollständig redundant\n", " \n", " \n", " 275_R_14_10019_10033\n", - " 0.863606\n", - " 86.360566\n", + " 0.859690\n", + " 85.968968\n", " nahezu vollständig redundant\n", " \n", " \n", " 276_R_14_10019_10017\n", - " 0.851623\n", - " 85.162314\n", + " 0.848990\n", + " 84.899029\n", " nahezu vollständig redundant\n", " \n", " \n", " 277_R_14_10019_10026\n", - " 0.816624\n", - " 81.662449\n", + " 0.815627\n", + " 81.562708\n", " nahezu vollständig redundant\n", " \n", " \n", " 278_R_14_10019_10021\n", - " 0.917239\n", - " 91.723904\n", + " 0.917032\n", + " 91.703157\n", " nahezu vollständig redundant\n", " \n", " \n", " 279_R_15_10027_10026\n", - " 0.935542\n", - " 93.554186\n", + " 0.930942\n", + " 93.094231\n", " nahezu vollständig redundant\n", " \n", " \n", " 280_R_15_10027_10010\n", - " 0.843805\n", - " 84.380470\n", + " 0.840030\n", + " 84.002957\n", " nahezu vollständig redundant\n", " \n", " \n", " 281_R_15_10027_10018\n", - " 0.891175\n", - " 89.117532\n", + " 0.890187\n", + " 89.018671\n", " nahezu vollständig redundant\n", " \n", " \n", " 282_R_15_10027_10043\n", - " 0.910619\n", - " 91.061910\n", + " 0.910003\n", + " 91.000342\n", " nahezu vollständig redundant\n", " \n", " \n", " 283_R_15_10027_10044\n", - " 0.843783\n", - " 84.378328\n", + " 0.839743\n", + " 83.974280\n", " nahezu vollständig redundant\n", " \n", " \n", " 284_R_15_10027_10025\n", - " 0.925697\n", - " 92.569699\n", + " 0.924029\n", + " 92.402930\n", " nahezu vollständig redundant\n", " \n", " \n", " 285_R_15_10027_10026\n", - " 0.935541\n", - " 93.554107\n", + " 0.930941\n", + " 93.094146\n", " nahezu vollständig redundant\n", " \n", " \n", " 286_R_15_10027_10010\n", - " 0.843804\n", - " 84.380430\n", + " 0.840029\n", + " 84.002916\n", " nahezu vollständig redundant\n", " \n", " \n", " 287_R_15_10027_10018\n", - " 0.891177\n", - " 89.117718\n", + " 0.890189\n", + " 89.018859\n", " nahezu vollständig redundant\n", " \n", " \n", " 288_R_15_10027_10043\n", - " 0.910619\n", - " 91.061854\n", + " 0.910003\n", + " 91.000285\n", " nahezu vollständig redundant\n", " \n", " \n", " 289_R_15_10027_10044\n", - " 0.843783\n", - " 84.378328\n", + " 0.839743\n", + " 83.974280\n", " nahezu vollständig redundant\n", " \n", " \n", " 290_R_15_10027_10025\n", - " 0.925697\n", - " 92.569734\n", + " 0.924030\n", + " 92.402966\n", " nahezu vollständig redundant\n", " \n", " \n", " 291_R_15_10027_10026\n", - " 0.935540\n", - " 93.554032\n", + " 0.930941\n", + " 93.094065\n", " nahezu vollständig redundant\n", " \n", " \n", " 292_R_15_10027_10010\n", - " 0.843804\n", - " 84.380430\n", + " 0.840029\n", + " 84.002916\n", " nahezu vollständig redundant\n", " \n", " \n", " 293_R_15_10027_10018\n", - " 0.891177\n", - " 89.117651\n", + " 0.890188\n", + " 89.018792\n", " nahezu vollständig redundant\n", " \n", " \n", " 294_R_15_10027_10043\n", - " 0.910618\n", - " 91.061760\n", + " 0.910002\n", + " 91.000191\n", " nahezu vollständig redundant\n", " \n", " \n", " 295_R_15_10027_10044\n", - " 0.843783\n", - " 84.378294\n", + " 0.839742\n", + " 83.974244\n", " nahezu vollständig redundant\n", " \n", " \n", " 296_R_15_10027_10025\n", - " 0.925700\n", - " 92.569986\n", + " 0.924032\n", + " 92.403223\n", " nahezu vollständig redundant\n", " \n", " \n", " 297_R_16_10022_10021\n", - " 0.911500\n", - " 91.150031\n", + " 0.911485\n", + " 91.148538\n", " nahezu vollständig redundant\n", " \n", " \n", " 298_R_16_10022_10024\n", - " 0.896539\n", - " 89.653896\n", + " 0.896534\n", + " 89.653362\n", " nahezu vollständig redundant\n", " \n", " \n", " 299_R_16_10022_10025\n", - " 0.768111\n", - " 76.811054\n", + " 0.768105\n", + " 76.810498\n", " nahezu vollständig redundant\n", " \n", " \n", " 300_R_16_10022_10023\n", " 0.939051\n", - " 93.905121\n", + " 93.905058\n", " nahezu vollständig redundant\n", " \n", " \n", " 301_R_16_10022_10020\n", - " 0.910775\n", - " 91.077491\n", + " 0.910771\n", + " 91.077138\n", " nahezu vollständig redundant\n", " \n", " \n", " 302_R_16_10022_10021\n", - " 0.911496\n", - " 91.149636\n", + " 0.911481\n", + " 91.148143\n", " nahezu vollständig redundant\n", " \n", " \n", " 303_R_16_10022_10024\n", - " 0.896534\n", - " 89.653398\n", + " 0.896529\n", + " 89.652864\n", " nahezu vollständig redundant\n", " \n", " \n", " 304_R_16_10022_10025\n", - " 0.768112\n", - " 76.811206\n", + " 0.768106\n", + " 76.810650\n", " nahezu vollständig redundant\n", " \n", " \n", " 305_R_16_10022_10023\n", " 0.939051\n", - " 93.905121\n", + " 93.905058\n", " nahezu vollständig redundant\n", " \n", " \n", " 306_R_16_10022_10020\n", - " 0.910770\n", - " 91.076980\n", + " 0.910766\n", + " 91.076627\n", " nahezu vollständig redundant\n", " \n", " \n", " 307_R_16_10022_10021\n", - " 0.911497\n", - " 91.149703\n", + " 0.911482\n", + " 91.148210\n", " nahezu vollständig redundant\n", " \n", " \n", " 308_R_16_10022_10024\n", - " 0.896531\n", - " 89.653082\n", + " 0.896525\n", + " 89.652548\n", " nahezu vollständig redundant\n", " \n", " \n", " 309_R_16_10022_10025\n", - " 0.768110\n", - " 76.811040\n", + " 0.768105\n", + " 76.810483\n", " nahezu vollständig redundant\n", " \n", " \n", " 310_R_16_10022_10023\n", " 0.939047\n", - " 93.904724\n", + " 93.904661\n", " nahezu vollständig redundant\n", " \n", " \n", " 311_R_16_10022_10020\n", - " 0.910772\n", - " 91.077187\n", + " 0.910768\n", + " 91.076834\n", " nahezu vollständig redundant\n", " \n", " \n", " 312_R_17_10023_10022\n", " 0.933528\n", - " 93.352841\n", + " 93.352796\n", " nahezu vollständig redundant\n", " \n", " \n", " 313_R_17_10023_10024\n", - " 0.906061\n", - " 90.606068\n", + " 0.906058\n", + " 90.605752\n", " nahezu vollständig redundant\n", " \n", " \n", " 314_R_17_10023_10025\n", - " 0.793956\n", - " 79.395649\n", + " 0.793935\n", + " 79.393537\n", " nahezu vollständig redundant\n", " \n", " \n", " 315_R_17_10023_10020\n", - " 0.896978\n", - " 89.697823\n", + " 0.896975\n", + " 89.697547\n", " nahezu vollständig redundant\n", " \n", " \n", " 316_R_17_10023_10021\n", - " 0.889588\n", - " 88.958758\n", + " 0.889568\n", + " 88.956809\n", " nahezu vollständig redundant\n", " \n", " \n", " 317_R_17_10023_10022\n", " 0.933521\n", - " 93.352141\n", + " 93.352095\n", " nahezu vollständig redundant\n", " \n", " \n", " 318_R_17_10023_10024\n", - " 0.906056\n", - " 90.605558\n", + " 0.906052\n", + " 90.605242\n", " nahezu vollständig redundant\n", " \n", " \n", " 319_R_17_10023_10025\n", - " 0.793961\n", - " 79.396063\n", + " 0.793940\n", + " 79.393951\n", " nahezu vollständig redundant\n", " \n", " \n", " 320_R_17_10023_10020\n", - " 0.896978\n", - " 89.697823\n", + " 0.896975\n", + " 89.697547\n", " nahezu vollständig redundant\n", " \n", " \n", " 321_R_17_10023_10021\n", - " 0.889590\n", - " 88.958966\n", + " 0.889570\n", + " 88.957017\n", " nahezu vollständig redundant\n", " \n", " \n", " 322_R_17_10023_10022\n", " 0.933520\n", - " 93.352006\n", + " 93.351960\n", " nahezu vollständig redundant\n", " \n", " \n", " 323_R_17_10023_10024\n", - " 0.906059\n", - " 90.605892\n", + " 0.906056\n", + " 90.605577\n", " nahezu vollständig redundant\n", " \n", " \n", " 324_R_17_10023_10025\n", - " 0.793961\n", - " 79.396064\n", + " 0.793940\n", + " 79.393952\n", " nahezu vollständig redundant\n", " \n", " \n", " 325_R_17_10023_10020\n", - " 0.896975\n", - " 89.697451\n", + " 0.896972\n", + " 89.697175\n", " nahezu vollständig redundant\n", " \n", " \n", " 326_R_17_10023_10021\n", - " 0.889590\n", - " 88.958968\n", + " 0.889570\n", + " 88.957019\n", " nahezu vollständig redundant\n", " \n", " \n", " 327_R_18_10024_10023\n", - " 0.932212\n", - " 93.221202\n", + " 0.932211\n", + " 93.221103\n", " nahezu vollständig redundant\n", " \n", " \n", " 328_R_18_10024_10020\n", - " 0.869021\n", - " 86.902113\n", + " 0.869020\n", + " 86.902028\n", " nahezu vollständig redundant\n", " \n", " \n", " 329_R_18_10024_10022\n", - " 0.918020\n", - " 91.802048\n", + " 0.918019\n", + " 91.801915\n", " nahezu vollständig redundant\n", " \n", " \n", " 330_R_18_10024_10021\n", - " 0.877618\n", - " 87.761766\n", + " 0.877616\n", + " 87.761611\n", " nahezu vollständig redundant\n", " \n", " \n", " 331_R_18_10024_10025\n", - " 0.859778\n", - " 85.977759\n", + " 0.859764\n", + " 85.976382\n", " nahezu vollständig redundant\n", " \n", " \n", " 332_R_18_10024_10023\n", - " 0.932212\n", - " 93.221200\n", + " 0.932211\n", + " 93.221101\n", " nahezu vollständig redundant\n", " \n", " \n", " 333_R_18_10024_10020\n", - " 0.869017\n", - " 86.901680\n", + " 0.869016\n", + " 86.901594\n", " nahezu vollständig redundant\n", " \n", " \n", " 334_R_18_10024_10022\n", - " 0.918025\n", - " 91.802523\n", + " 0.918024\n", + " 91.802391\n", " nahezu vollständig redundant\n", " \n", " \n", " 335_R_18_10024_10021\n", - " 0.877619\n", - " 87.761920\n", + " 0.877618\n", + " 87.761765\n", " nahezu vollständig redundant\n", " \n", " \n", " 336_R_18_10024_10025\n", - " 0.859783\n", - " 85.978327\n", + " 0.859769\n", + " 85.976950\n", " nahezu vollständig redundant\n", " \n", " \n", " 337_R_18_10024_10023\n", - " 0.932211\n", - " 93.221124\n", + " 0.932210\n", + " 93.221025\n", " nahezu vollständig redundant\n", " \n", " \n", " 338_R_18_10024_10020\n", - " 0.869020\n", - " 86.901960\n", + " 0.869019\n", + " 86.901875\n", " nahezu vollständig redundant\n", " \n", " \n", " 339_R_18_10024_10022\n", - " 0.918022\n", - " 91.802240\n", + " 0.918021\n", + " 91.802108\n", " nahezu vollständig redundant\n", " \n", " \n", " 340_R_18_10024_10021\n", - " 0.877619\n", - " 87.761869\n", + " 0.877617\n", + " 87.761714\n", " nahezu vollständig redundant\n", " \n", " \n", " 341_R_18_10024_10025\n", - " 0.859781\n", - " 85.978142\n", + " 0.859768\n", + " 85.976765\n", " nahezu vollständig redundant\n", " \n", " \n", " 342_R_19_10025_10024\n", - " 0.943191\n", - " 94.319131\n", + " 0.943141\n", + " 94.314129\n", " nahezu vollständig redundant\n", " \n", " \n", " 343_R_19_10025_10021\n", - " 0.899203\n", - " 89.920288\n", + " 0.898966\n", + " 89.896581\n", " nahezu vollständig redundant\n", " \n", " \n", " 344_R_19_10025_10022\n", - " 0.918141\n", - " 91.814144\n", + " 0.917989\n", + " 91.798928\n", " nahezu vollständig redundant\n", " \n", " \n", " 345_R_19_10025_10020\n", - " 0.899029\n", - " 89.902934\n", + " 0.898748\n", + " 89.874837\n", " nahezu vollständig redundant\n", " \n", " \n", " 346_R_19_10025_10023\n", - " 0.934443\n", - " 93.444314\n", + " 0.934307\n", + " 93.430692\n", " nahezu vollständig redundant\n", " \n", " \n", " 347_R_19_10025_10033\n", - " 0.858566\n", - " 85.856650\n", + " 0.855666\n", + " 85.566564\n", " nahezu vollständig redundant\n", " \n", " \n", " 348_R_19_10025_10027\n", - " 0.890292\n", - " 89.029182\n", + " 0.888670\n", + " 88.866962\n", " nahezu vollständig redundant\n", " \n", " \n", " 349_R_19_10025_10024\n", - " 0.943189\n", - " 94.318899\n", + " 0.943139\n", + " 94.313897\n", " nahezu vollständig redundant\n", " \n", " \n", " 350_R_19_10025_10021\n", - " 0.899204\n", - " 89.920446\n", + " 0.898967\n", + " 89.896740\n", " nahezu vollständig redundant\n", " \n", " \n", " 351_R_19_10025_10022\n", - " 0.918142\n", - " 91.814225\n", + " 0.917990\n", + " 91.799009\n", " nahezu vollständig redundant\n", " \n", " \n", " 352_R_19_10025_10020\n", - " 0.899027\n", - " 89.902679\n", + " 0.898746\n", + " 89.874582\n", " nahezu vollständig redundant\n", " \n", " \n", " 353_R_19_10025_10023\n", - " 0.934440\n", - " 93.444050\n", + " 0.934304\n", + " 93.430427\n", " nahezu vollständig redundant\n", " \n", " \n", " 354_R_19_10025_10033\n", - " 0.858568\n", - " 85.856819\n", + " 0.855667\n", + " 85.566737\n", " nahezu vollständig redundant\n", " \n", " \n", " 355_R_19_10025_10027\n", - " 0.890289\n", - " 89.028917\n", + " 0.888667\n", + " 88.866693\n", " nahezu vollständig redundant\n", " \n", " \n", " 356_R_19_10025_10024\n", - " 0.943192\n", - " 94.319168\n", + " 0.943142\n", + " 94.314166\n", " nahezu vollständig redundant\n", " \n", " \n", " 357_R_19_10025_10021\n", - " 0.899205\n", - " 89.920499\n", + " 0.898968\n", + " 89.896793\n", " nahezu vollständig redundant\n", " \n", " \n", " 358_R_19_10025_10022\n", - " 0.918142\n", - " 91.814150\n", + " 0.917989\n", + " 91.798934\n", " nahezu vollständig redundant\n", " \n", " \n", " 359_R_19_10025_10020\n", - " 0.899028\n", - " 89.902776\n", + " 0.898747\n", + " 89.874680\n", " nahezu vollständig redundant\n", " \n", " \n", " 360_R_19_10025_10023\n", - " 0.934441\n", - " 93.444129\n", + " 0.934305\n", + " 93.430506\n", " nahezu vollständig redundant\n", " \n", " \n", " 361_R_19_10025_10033\n", - " 0.858565\n", - " 85.856520\n", + " 0.855664\n", + " 85.566433\n", " nahezu vollständig redundant\n", " \n", " \n", " 362_R_19_10025_10027\n", - " 0.890290\n", - " 89.029023\n", + " 0.888668\n", + " 88.866801\n", " nahezu vollständig redundant\n", " \n", " \n", " 363_R_20_10043_10027\n", - " 0.908882\n", - " 90.888193\n", + " 0.908301\n", + " 90.830101\n", " nahezu vollständig redundant\n", " \n", " \n", " 364_R_20_10043_10026\n", - " 0.794031\n", - " 79.403051\n", + " 0.791763\n", + " 79.176285\n", " nahezu vollständig redundant\n", " \n", " \n", " 365_R_20_10043_10052\n", - " 0.859596\n", - " 85.959612\n", + " 0.853425\n", + " 85.342517\n", " nahezu vollständig redundant\n", " \n", " \n", " 366_R_20_10043_10044\n", - " 0.916962\n", - " 91.696205\n", + " 0.915248\n", + " 91.524842\n", " nahezu vollständig redundant\n", " \n", " \n", " 367_R_20_10043_10042\n", - " 0.919245\n", - " 91.924455\n", + " 0.917730\n", + " 91.773011\n", " nahezu vollständig redundant\n", " \n", " \n", " 368_R_20_10043_10027\n", - " 0.908880\n", - " 90.887992\n", + " 0.908299\n", + " 90.829898\n", " nahezu vollständig redundant\n", " \n", " \n", " 369_R_20_10043_10026\n", - " 0.794030\n", - " 79.402985\n", + " 0.791762\n", + " 79.176219\n", " nahezu vollständig redundant\n", " \n", " \n", " 370_R_20_10043_10052\n", - " 0.859596\n", - " 85.959569\n", + " 0.853425\n", + " 85.342473\n", " nahezu vollständig redundant\n", " \n", " \n", " 371_R_20_10043_10044\n", - " 0.916962\n", - " 91.696236\n", + " 0.915249\n", + " 91.524873\n", " nahezu vollständig redundant\n", " \n", " \n", " 372_R_20_10043_10042\n", - " 0.919247\n", - " 91.924693\n", + " 0.917733\n", + " 91.773254\n", " nahezu vollständig redundant\n", " \n", " \n", " 373_R_20_10043_10027\n", - " 0.908880\n", - " 90.888036\n", + " 0.908299\n", + " 90.829943\n", " nahezu vollständig redundant\n", " \n", " \n", " 374_R_20_10043_10026\n", - " 0.794029\n", - " 79.402925\n", + " 0.791762\n", + " 79.176158\n", " nahezu vollständig redundant\n", " \n", " \n", " 375_R_20_10043_10052\n", - " 0.859595\n", - " 85.959548\n", + " 0.853425\n", + " 85.342450\n", " nahezu vollständig redundant\n", " \n", " \n", " 376_R_20_10043_10044\n", - " 0.916963\n", - " 91.696277\n", + " 0.915249\n", + " 91.524914\n", " nahezu vollständig redundant\n", " \n", " \n", " 377_R_20_10043_10042\n", - " 0.919244\n", - " 91.924423\n", + " 0.917730\n", + " 91.772979\n", " nahezu vollständig redundant\n", " \n", " \n", " 378_R_21_10044_10027\n", - " 0.852331\n", - " 85.233132\n", + " 0.837345\n", + " 83.734479\n", " nahezu vollständig redundant\n", " \n", " \n", " 379_R_21_10044_10043\n", - " 0.933141\n", - " 93.314098\n", + " 0.928522\n", + " 92.852175\n", " nahezu vollständig redundant\n", " \n", " \n", " 380_R_21_10044_10052\n", - " 0.944062\n", - " 94.406242\n", + " 0.933705\n", + " 93.370535\n", " nahezu vollständig redundant\n", " \n", " \n", " 381_R_21_10044_10053\n", - " 0.899666\n", - " 89.966578\n", + " 0.879849\n", + " 87.984890\n", " nahezu vollständig redundant\n", " \n", " \n", " 382_R_21_10044_10037\n", - " 0.922534\n", - " 92.253440\n", + " 0.896260\n", + " 89.626037\n", " nahezu vollständig redundant\n", " \n", " \n", " 383_R_21_10044_10040\n", - " 0.932519\n", - " 93.251897\n", + " 0.923479\n", + " 92.347907\n", " nahezu vollständig redundant\n", " \n", " \n", " 384_R_21_10044_10042\n", - " 0.938252\n", - " 93.825229\n", + " 0.934891\n", + " 93.489060\n", " nahezu vollständig redundant\n", " \n", " \n", " 385_R_21_10044_10027\n", - " 0.852332\n", - " 85.233163\n", + " 0.837345\n", + " 83.734514\n", " nahezu vollständig redundant\n", " \n", " \n", " 386_R_21_10044_10043\n", - " 0.933144\n", - " 93.314406\n", + " 0.928525\n", + " 92.852504\n", " nahezu vollständig redundant\n", " \n", " \n", " 387_R_21_10044_10052\n", - " 0.944062\n", - " 94.406197\n", + " 0.933705\n", + " 93.370481\n", " nahezu vollständig redundant\n", " \n", " \n", " 388_R_21_10044_10053\n", - " 0.899665\n", - " 89.966480\n", + " 0.879848\n", + " 87.984773\n", " nahezu vollständig redundant\n", " \n", " \n", " 389_R_21_10044_10037\n", - " 0.922535\n", - " 92.253519\n", + " 0.896261\n", + " 89.626143\n", " nahezu vollständig redundant\n", " \n", " \n", " 390_R_21_10044_10040\n", - " 0.932519\n", - " 93.251935\n", + " 0.923479\n", + " 92.347949\n", " nahezu vollständig redundant\n", " \n", " \n", " 391_R_21_10044_10042\n", - " 0.938252\n", - " 93.825182\n", + " 0.934890\n", + " 93.489010\n", " nahezu vollständig redundant\n", " \n", " \n", " 392_R_21_10044_10027\n", - " 0.852332\n", - " 85.233245\n", + " 0.837346\n", + " 83.734604\n", " nahezu vollständig redundant\n", " \n", " \n", " 393_R_21_10044_10043\n", - " 0.933142\n", - " 93.314228\n", + " 0.928523\n", + " 92.852313\n", " nahezu vollständig redundant\n", " \n", " \n", " 394_R_21_10044_10052\n", - " 0.944062\n", - " 94.406178\n", + " 0.933705\n", + " 93.370459\n", " nahezu vollständig redundant\n", " \n", " \n", " 395_R_21_10044_10053\n", - " 0.899665\n", - " 89.966512\n", + " 0.879848\n", + " 87.984812\n", " nahezu vollständig redundant\n", " \n", " \n", " 396_R_21_10044_10037\n", - " 0.922535\n", - " 92.253458\n", + " 0.896261\n", + " 89.626061\n", " nahezu vollständig redundant\n", " \n", " \n", " 397_R_21_10044_10040\n", - " 0.932518\n", - " 93.251764\n", + " 0.923478\n", + " 92.347755\n", " nahezu vollständig redundant\n", " \n", " \n", " 398_R_21_10044_10042\n", - " 0.938254\n", - " 93.825393\n", + " 0.934892\n", + " 93.489233\n", " nahezu vollständig redundant\n", " \n", " \n", " 399_R_22_10042_10043\n", - " 0.846190\n", - " 84.618993\n", + " 0.842877\n", + " 84.287721\n", " nahezu vollständig redundant\n", " \n", " \n", " 400_R_22_10042_10044\n", - " 0.886749\n", - " 88.674894\n", + " 0.883701\n", + " 88.370099\n", " nahezu vollständig redundant\n", " \n", " \n", " 401_R_22_10042_10040\n", - " 0.832586\n", - " 83.258564\n", + " 0.831136\n", + " 83.113599\n", " nahezu vollständig redundant\n", " \n", " \n", " 402_R_22_10042_10041\n", - " 0.871021\n", - " 87.102068\n", + " 0.869910\n", + " 86.990972\n", " nahezu vollständig redundant\n", " \n", " \n", " 403_R_22_10042_10043\n", - " 0.846190\n", - " 84.618999\n", + " 0.842877\n", + " 84.287728\n", " nahezu vollständig redundant\n", " \n", " \n", " 404_R_22_10042_10044\n", - " 0.886755\n", - " 88.675498\n", + " 0.883707\n", + " 88.370720\n", " nahezu vollständig redundant\n", " \n", " \n", " 405_R_22_10042_10040\n", - " 0.832588\n", - " 83.258757\n", + " 0.831138\n", + " 83.113793\n", " nahezu vollständig redundant\n", " \n", " \n", " 406_R_22_10042_10041\n", - " 0.871020\n", - " 87.101964\n", + " 0.869909\n", + " 86.990867\n", " nahezu vollständig redundant\n", " \n", " \n", " 407_R_22_10042_10043\n", - " 0.846192\n", - " 84.619184\n", + " 0.842879\n", + " 84.287917\n", " nahezu vollständig redundant\n", " \n", " \n", " 408_R_22_10042_10044\n", - " 0.886754\n", - " 88.675399\n", + " 0.883706\n", + " 88.370618\n", " nahezu vollständig redundant\n", " \n", " \n", " 409_R_22_10042_10040\n", - " 0.832585\n", - " 83.258516\n", + " 0.831136\n", + " 83.113550\n", " nahezu vollständig redundant\n", " \n", " \n", " 410_R_22_10042_10041\n", - " 0.871019\n", - " 87.101914\n", + " 0.869908\n", + " 86.990816\n", " nahezu vollständig redundant\n", " \n", " \n", " 411_R_23_10041_10042\n", - " 0.900847\n", - " 90.084707\n", + " 0.900269\n", + " 90.026860\n", " nahezu vollständig redundant\n", " \n", " \n", " 412_R_23_10041_10044\n", - " 0.837290\n", - " 83.729014\n", + " 0.834778\n", + " 83.477816\n", " nahezu vollständig redundant\n", " \n", " \n", " 413_R_23_10041_10040\n", - " 0.894859\n", - " 89.485867\n", + " 0.893400\n", + " 89.339987\n", " nahezu vollständig redundant\n", " \n", " \n", " 414_R_23_10041_10038\n", - " 0.824076\n", - " 82.407564\n", + " 0.822357\n", + " 82.235699\n", " nahezu vollständig redundant\n", " \n", " \n", " 415_R_23_10041_10042\n", - " 0.900847\n", - " 90.084707\n", + " 0.900269\n", + " 90.026860\n", " nahezu vollständig redundant\n", " \n", " \n", " 416_R_23_10041_10044\n", - " 0.837290\n", - " 83.729015\n", + " 0.834778\n", + " 83.477816\n", " nahezu vollständig redundant\n", " \n", " \n", " 417_R_23_10041_10040\n", - " 0.894858\n", - " 89.485821\n", + " 0.893399\n", + " 89.339940\n", " nahezu vollständig redundant\n", " \n", " \n", " 418_R_23_10041_10038\n", - " 0.824076\n", - " 82.407563\n", + " 0.822357\n", + " 82.235699\n", " nahezu vollständig redundant\n", " \n", " \n", " 419_R_23_10041_10042\n", - " 0.900849\n", - " 90.084899\n", + " 0.900271\n", + " 90.027053\n", " nahezu vollständig redundant\n", " \n", " \n", " 420_R_23_10041_10044\n", - " 0.837285\n", - " 83.728522\n", + " 0.834773\n", + " 83.477316\n", " nahezu vollständig redundant\n", " \n", " \n", " 421_R_23_10041_10040\n", - " 0.894860\n", - " 89.485968\n", + " 0.893401\n", + " 89.340089\n", " nahezu vollständig redundant\n", " \n", " \n", " 422_R_23_10041_10038\n", - " 0.824077\n", - " 82.407660\n", + " 0.822358\n", + " 82.235797\n", " nahezu vollständig redundant\n", " \n", " \n", " 423_R_24_10037_10044\n", - " 0.894425\n", - " 89.442503\n", + " 0.872568\n", + " 87.256805\n", " nahezu vollständig redundant\n", " \n", " \n", " 424_R_24_10037_10051\n", - " 0.892176\n", - " 89.217595\n", + " 0.877424\n", + " 87.742398\n", " nahezu vollständig redundant\n", " \n", " \n", " 425_R_24_10037_10036\n", - " 0.946602\n", - " 94.660244\n", + " 0.941490\n", + " 94.148997\n", " nahezu vollständig redundant\n", " \n", " \n", " 426_R_24_10037_10035\n", - " 0.886934\n", - " 88.693440\n", + " 0.863189\n", + " 86.318856\n", " nahezu vollständig redundant\n", " \n", " \n", " 427_R_24_10037_10038\n", - " 0.930993\n", - " 93.099324\n", + " 0.925705\n", + " 92.570530\n", " nahezu vollständig redundant\n", " \n", " \n", " 428_R_24_10037_10039\n", - " 0.904987\n", - " 90.498673\n", + " 0.894395\n", + " 89.439528\n", " nahezu vollständig redundant\n", " \n", " \n", " 429_R_24_10037_10040\n", - " 0.936403\n", - " 93.640278\n", + " 0.932836\n", + " 93.283592\n", " nahezu vollständig redundant\n", " \n", " \n", " 430_R_24_10037_10044\n", - " 0.894424\n", - " 89.442401\n", + " 0.872567\n", + " 87.256682\n", " nahezu vollständig redundant\n", " \n", " \n", " 431_R_24_10037_10051\n", - " 0.892176\n", - " 89.217556\n", + " 0.877424\n", + " 87.742354\n", " nahezu vollständig redundant\n", " \n", " \n", " 432_R_24_10037_10036\n", - " 0.946603\n", - " 94.660298\n", + " 0.941491\n", + " 94.149057\n", " nahezu vollständig redundant\n", " \n", " \n", " 433_R_24_10037_10035\n", - " 0.886934\n", - " 88.693368\n", + " 0.863188\n", + " 86.318769\n", " nahezu vollständig redundant\n", " \n", " \n", " 434_R_24_10037_10038\n", - " 0.930993\n", - " 93.099265\n", + " 0.925705\n", + " 92.570467\n", " nahezu vollständig redundant\n", " \n", " \n", " 435_R_24_10037_10039\n", - " 0.904987\n", - " 90.498673\n", + " 0.894395\n", + " 89.439528\n", " nahezu vollständig redundant\n", " \n", " \n", " 436_R_24_10037_10040\n", - " 0.936404\n", - " 93.640353\n", + " 0.932837\n", + " 93.283671\n", " nahezu vollständig redundant\n", " \n", " \n", " 437_R_24_10037_10044\n", - " 0.894424\n", - " 89.442396\n", + " 0.872567\n", + " 87.256676\n", " nahezu vollständig redundant\n", " \n", " \n", " 438_R_24_10037_10051\n", - " 0.892175\n", - " 89.217491\n", + " 0.877423\n", + " 87.742280\n", " nahezu vollständig redundant\n", " \n", " \n", " 439_R_24_10037_10036\n", - " 0.946604\n", - " 94.660399\n", + " 0.941492\n", + " 94.149168\n", " nahezu vollständig redundant\n", " \n", " \n", " 440_R_24_10037_10035\n", - " 0.886934\n", - " 88.693426\n", + " 0.863188\n", + " 86.318840\n", " nahezu vollständig redundant\n", " \n", " \n", " 441_R_24_10037_10038\n", - " 0.930993\n", - " 93.099304\n", + " 0.925705\n", + " 92.570509\n", " nahezu vollständig redundant\n", " \n", " \n", " 442_R_24_10037_10039\n", - " 0.904984\n", - " 90.498385\n", + " 0.894392\n", + " 89.439207\n", " nahezu vollständig redundant\n", " \n", " \n", " 443_R_24_10037_10040\n", - " 0.936402\n", - " 93.640179\n", + " 0.932835\n", + " 93.283488\n", " nahezu vollständig redundant\n", " \n", " \n", " 444_R_25_10052_10043\n", - " 0.850576\n", - " 85.057638\n", + " 0.843531\n", + " 84.353087\n", " nahezu vollständig redundant\n", " \n", " \n", " 445_R_25_10052_10059\n", - " 0.797498\n", - " 79.749775\n", + " 0.792734\n", + " 79.273430\n", " nahezu vollständig redundant\n", " \n", " \n", " 446_R_25_10052_10053\n", - " 0.934764\n", - " 93.476376\n", + " 0.934600\n", + " 93.460005\n", " nahezu vollständig redundant\n", " \n", " \n", " 447_R_25_10052_10050\n", - " 0.916781\n", - " 91.678128\n", + " 0.915744\n", + " 91.574373\n", " nahezu vollständig redundant\n", " \n", " \n", " 448_R_25_10052_10051\n", - " 0.930446\n", - " 93.044622\n", + " 0.927553\n", + " 92.755307\n", " nahezu vollständig redundant\n", " \n", " \n", " 449_R_25_10052_10044\n", - " 0.933669\n", - " 93.366934\n", + " 0.929036\n", + " 92.903649\n", " nahezu vollständig redundant\n", " \n", " \n", " 450_R_25_10052_10043\n", - " 0.850576\n", - " 85.057550\n", + " 0.843530\n", + " 84.352994\n", " nahezu vollständig redundant\n", " \n", " \n", " 451_R_25_10052_10059\n", - " 0.797497\n", - " 79.749717\n", + " 0.792734\n", + " 79.273370\n", " nahezu vollständig redundant\n", " \n", " \n", " 452_R_25_10052_10053\n", - " 0.934763\n", - " 93.476318\n", + " 0.934599\n", + " 93.459947\n", " nahezu vollständig redundant\n", " \n", " \n", " 453_R_25_10052_10050\n", - " 0.916782\n", - " 91.678167\n", + " 0.915744\n", + " 91.574413\n", " nahezu vollständig redundant\n", " \n", " \n", " 454_R_25_10052_10051\n", - " 0.930445\n", - " 93.044529\n", + " 0.927552\n", + " 92.755210\n", " nahezu vollständig redundant\n", " \n", " \n", " 455_R_25_10052_10044\n", - " 0.933668\n", - " 93.366812\n", + " 0.929035\n", + " 92.903519\n", " nahezu vollständig redundant\n", " \n", " \n", " 456_R_25_10052_10043\n", - " 0.850575\n", - " 85.057506\n", + " 0.843529\n", + " 84.352948\n", " nahezu vollständig redundant\n", " \n", " \n", " 457_R_25_10052_10059\n", - " 0.797498\n", - " 79.749796\n", + " 0.792735\n", + " 79.273450\n", " nahezu vollständig redundant\n", " \n", " \n", " 458_R_25_10052_10053\n", - " 0.934762\n", - " 93.476243\n", + " 0.934599\n", + " 93.459872\n", " nahezu vollständig redundant\n", " \n", " \n", " 459_R_25_10052_10050\n", - " 0.916781\n", - " 91.678098\n", + " 0.915743\n", + " 91.574343\n", " nahezu vollständig redundant\n", " \n", " \n", " 460_R_25_10052_10051\n", - " 0.930445\n", - " 93.044482\n", + " 0.927552\n", + " 92.755161\n", " nahezu vollständig redundant\n", " \n", " \n", " 461_R_25_10052_10044\n", - " 0.933667\n", - " 93.366675\n", + " 0.929034\n", + " 92.903372\n", " nahezu vollständig redundant\n", " \n", " \n", " 462_R_26_10040_10037\n", - " 0.857588\n", - " 85.758812\n", + " 0.857109\n", + " 85.710889\n", " nahezu vollständig redundant\n", " \n", " \n", " 463_R_26_10040_10041\n", - " 0.874371\n", - " 87.437139\n", + " 0.873164\n", + " 87.316407\n", " nahezu vollständig redundant\n", " \n", " \n", " 464_R_26_10040_10042\n", - " 0.870675\n", - " 87.067490\n", + " 0.870113\n", + " 87.011327\n", " nahezu vollständig redundant\n", " \n", " \n", " 465_R_26_10040_10044\n", - " 0.859615\n", - " 85.961491\n", + " 0.858105\n", + " 85.810452\n", " nahezu vollständig redundant\n", " \n", " \n", " 466_R_26_10040_10037\n", - " 0.857589\n", - " 85.758926\n", + " 0.857110\n", + " 85.711003\n", " nahezu vollständig redundant\n", " \n", " \n", " 467_R_26_10040_10041\n", - " 0.874374\n", - " 87.437419\n", + " 0.873167\n", + " 87.316690\n", " nahezu vollständig redundant\n", " \n", " \n", " 468_R_26_10040_10042\n", - " 0.870675\n", - " 87.067482\n", + " 0.870113\n", + " 87.011319\n", " nahezu vollständig redundant\n", " \n", " \n", " 469_R_26_10040_10044\n", - " 0.859618\n", - " 85.961768\n", + " 0.858107\n", + " 85.810731\n", " nahezu vollständig redundant\n", " \n", " \n", " 470_R_26_10040_10037\n", - " 0.857590\n", - " 85.759014\n", + " 0.857111\n", + " 85.711092\n", " nahezu vollständig redundant\n", " \n", " \n", " 471_R_26_10040_10041\n", - " 0.874372\n", - " 87.437218\n", + " 0.873165\n", + " 87.316487\n", " nahezu vollständig redundant\n", " \n", " \n", " 472_R_26_10040_10042\n", - " 0.870676\n", - " 87.067556\n", + " 0.870114\n", + " 87.011394\n", " nahezu vollständig redundant\n", " \n", " \n", " 473_R_26_10040_10044\n", - " 0.859614\n", - " 85.961413\n", + " 0.858104\n", + " 85.810372\n", " nahezu vollständig redundant\n", " \n", " \n", " 474_R_27_10051_10037\n", - " 0.774934\n", - " 77.493442\n", + " 0.772145\n", + " 77.214539\n", " nahezu vollständig redundant\n", " \n", " \n", " 475_R_27_10051_10052\n", - " 0.885735\n", - " 88.573471\n", + " 0.884131\n", + " 88.413125\n", " nahezu vollständig redundant\n", " \n", " \n", " 476_R_27_10051_10053\n", - " 0.868009\n", - " 86.800907\n", + " 0.866794\n", + " 86.679372\n", " nahezu vollständig redundant\n", " \n", " \n", " 477_R_27_10051_10050\n", - " 0.904850\n", - " 90.484972\n", + " 0.902218\n", + " 90.221850\n", " nahezu vollständig redundant\n", " \n", " \n", " 478_R_27_10051_10037\n", - " 0.774933\n", - " 77.493305\n", + " 0.772144\n", + " 77.214401\n", " nahezu vollständig redundant\n", " \n", " \n", " 479_R_27_10051_10052\n", - " 0.885734\n", - " 88.573433\n", + " 0.884131\n", + " 88.413088\n", " nahezu vollständig redundant\n", " \n", " \n", " 480_R_27_10051_10053\n", - " 0.868008\n", - " 86.800752\n", + " 0.866792\n", + " 86.679216\n", " nahezu vollständig redundant\n", " \n", " \n", " 481_R_27_10051_10050\n", - " 0.904849\n", - " 90.484938\n", + " 0.902218\n", + " 90.221814\n", " nahezu vollständig redundant\n", " \n", " \n", " 482_R_27_10051_10037\n", - " 0.774934\n", - " 77.493395\n", + " 0.772145\n", + " 77.214491\n", " nahezu vollständig redundant\n", " \n", " \n", " 483_R_27_10051_10052\n", - " 0.885732\n", - " 88.573203\n", + " 0.884129\n", + " 88.412854\n", " nahezu vollständig redundant\n", " \n", " \n", " 484_R_27_10051_10053\n", - " 0.868007\n", - " 86.800745\n", + " 0.866792\n", + " 86.679208\n", " nahezu vollständig redundant\n", " \n", " \n", " 485_R_27_10051_10050\n", - " 0.904849\n", - " 90.484852\n", + " 0.902217\n", + " 90.221727\n", " nahezu vollständig redundant\n", " \n", " \n", " 486_R_28_10011_10001\n", - " 0.825939\n", - " 82.593914\n", + " 0.817407\n", + " 81.740705\n", " nahezu vollständig redundant\n", " \n", " \n", " 487_R_28_10011_10013\n", - " 0.894232\n", - " 89.423208\n", + " 0.890415\n", + " 89.041549\n", " nahezu vollständig redundant\n", " \n", " \n", " 488_R_28_10011_10017\n", - " 0.866354\n", - " 86.635414\n", + " 0.858892\n", + " 85.889195\n", " nahezu vollständig redundant\n", " \n", " \n", " 489_R_28_10011_10028\n", - " 0.837661\n", - " 83.766125\n", + " 0.827060\n", + " 82.706015\n", " nahezu vollständig redundant\n", " \n", " \n", " 490_R_28_10011_10001\n", - " 0.825940\n", - " 82.593989\n", + " 0.817408\n", + " 81.740783\n", " nahezu vollständig redundant\n", " \n", " \n", " 491_R_28_10011_10013\n", - " 0.894230\n", - " 89.423028\n", + " 0.890414\n", + " 89.041362\n", " nahezu vollständig redundant\n", " \n", " \n", " 492_R_28_10011_10017\n", - " 0.866355\n", - " 86.635457\n", + " 0.858892\n", + " 85.889241\n", " nahezu vollständig redundant\n", " \n", " \n", " 493_R_28_10011_10028\n", - " 0.837663\n", - " 83.766287\n", + " 0.827062\n", + " 82.706188\n", " nahezu vollständig redundant\n", " \n", " \n", " 494_R_28_10011_10001\n", - " 0.825940\n", - " 82.593989\n", + " 0.817408\n", + " 81.740783\n", " nahezu vollständig redundant\n", " \n", " \n", " 495_R_28_10011_10013\n", - " 0.894230\n", - " 89.423046\n", + " 0.890414\n", + " 89.041381\n", " nahezu vollständig redundant\n", " \n", " \n", " 496_R_28_10011_10017\n", - " 0.866355\n", - " 86.635471\n", + " 0.858893\n", + " 85.889256\n", " nahezu vollständig redundant\n", " \n", " \n", " 497_R_28_10011_10028\n", - " 0.837661\n", - " 83.766145\n", + " 0.827060\n", + " 82.706037\n", " nahezu vollständig redundant\n", " \n", " \n", " 498_R_29_10017_10011\n", - " 0.840673\n", - " 84.067327\n", + " 0.835048\n", + " 83.504829\n", " nahezu vollständig redundant\n", " \n", " \n", " 499_R_29_10017_10013\n", - " 0.922103\n", - " 92.210268\n", + " 0.921834\n", + " 92.183367\n", " nahezu vollständig redundant\n", " \n", " \n", " 500_R_29_10017_10012\n", - " 0.918251\n", - " 91.825113\n", + " 0.917656\n", + " 91.765646\n", " nahezu vollständig redundant\n", " \n", " \n", " 501_R_29_10017_10014\n", - " 0.959042\n", - " 95.904211\n", + " 0.950540\n", + " 95.054019\n", " nahezu vollständig redundant\n", " \n", " \n", " 502_R_29_10017_10007\n", - " 0.877915\n", - " 87.791491\n", + " 0.872613\n", + " 87.261301\n", " nahezu vollständig redundant\n", " \n", " \n", " 503_R_29_10017_10016\n", - " 0.929100\n", - " 92.909996\n", + " 0.928482\n", + " 92.848235\n", " nahezu vollständig redundant\n", " \n", " \n", " 504_R_29_10017_10019\n", - " 0.903967\n", - " 90.396676\n", + " 0.900056\n", + " 90.005599\n", " nahezu vollständig redundant\n", " \n", " \n", " 505_R_29_10017_10031\n", - " 0.881197\n", - " 88.119659\n", + " 0.878275\n", + " 87.827536\n", " nahezu vollständig redundant\n", " \n", " \n", " 506_R_29_10017_10011\n", - " 0.840674\n", - " 84.067447\n", + " 0.835050\n", + " 83.504953\n", " nahezu vollständig redundant\n", " \n", " \n", " 507_R_29_10017_10013\n", - " 0.922102\n", - " 92.210210\n", + " 0.921833\n", + " 92.183309\n", " nahezu vollständig redundant\n", " \n", " \n", " 508_R_29_10017_10012\n", - " 0.918249\n", - " 91.824889\n", + " 0.917654\n", + " 91.765420\n", " nahezu vollständig redundant\n", " \n", " \n", " 509_R_29_10017_10014\n", - " 0.959041\n", - " 95.904113\n", + " 0.950539\n", + " 95.053902\n", " nahezu vollständig redundant\n", " \n", " \n", " 510_R_29_10017_10007\n", - " 0.877915\n", - " 87.791491\n", + " 0.872613\n", + " 87.261301\n", " nahezu vollständig redundant\n", " \n", " \n", " 511_R_29_10017_10016\n", - " 0.929100\n", - " 92.910045\n", + " 0.928483\n", + " 92.848284\n", " nahezu vollständig redundant\n", " \n", " \n", " 512_R_29_10017_10019\n", - " 0.903966\n", - " 90.396614\n", + " 0.900055\n", + " 90.005535\n", " nahezu vollständig redundant\n", " \n", " \n", " 513_R_29_10017_10031\n", - " 0.881196\n", - " 88.119633\n", + " 0.878275\n", + " 87.827510\n", " nahezu vollständig redundant\n", " \n", " \n", " 514_R_29_10017_10011\n", - " 0.840674\n", - " 84.067395\n", + " 0.835049\n", + " 83.504900\n", " nahezu vollständig redundant\n", " \n", " \n", " 515_R_29_10017_10013\n", - " 0.922103\n", - " 92.210343\n", + " 0.921834\n", + " 92.183442\n", " nahezu vollständig redundant\n", " \n", " \n", " 516_R_29_10017_10012\n", - " 0.918249\n", - " 91.824918\n", + " 0.917654\n", + " 91.765449\n", " nahezu vollständig redundant\n", " \n", " \n", " 517_R_29_10017_10014\n", - " 0.959042\n", - " 95.904178\n", + " 0.950540\n", + " 95.053980\n", " nahezu vollständig redundant\n", " \n", " \n", " 518_R_29_10017_10007\n", - " 0.877915\n", - " 87.791460\n", + " 0.872613\n", + " 87.261268\n", " nahezu vollständig redundant\n", " \n", " \n", " 519_R_29_10017_10016\n", - " 0.929101\n", - " 92.910077\n", + " 0.928483\n", + " 92.848317\n", " nahezu vollständig redundant\n", " \n", " \n", " 520_R_29_10017_10019\n", - " 0.903968\n", - " 90.396768\n", + " 0.900057\n", + " 90.005695\n", " nahezu vollständig redundant\n", " \n", " \n", " 521_R_29_10017_10031\n", - " 0.881195\n", - " 88.119532\n", + " 0.878274\n", + " 87.827406\n", " nahezu vollständig redundant\n", " \n", " \n", " 522_R_30_10013_10017\n", - " 0.834647\n", - " 83.464735\n", + " 0.834144\n", + " 83.414417\n", " nahezu vollständig redundant\n", " \n", " \n", " 523_R_30_10013_10011\n", - " 0.734363\n", - " 73.436290\n", + " 0.733973\n", + " 73.397286\n", " nahezu vollständig redundant\n", " \n", " \n", " 524_R_30_10013_10012\n", - " 0.887303\n", - " 88.730283\n", + " 0.885633\n", + " 88.563318\n", " nahezu vollständig redundant\n", " \n", " \n", " 525_R_30_10013_10017\n", - " 0.834648\n", - " 83.464841\n", + " 0.834145\n", + " 83.414523\n", " nahezu vollständig redundant\n", " \n", " \n", " 526_R_30_10013_10011\n", - " 0.734366\n", - " 73.436561\n", + " 0.733976\n", + " 73.397558\n", " nahezu vollständig redundant\n", " \n", " \n", " 527_R_30_10013_10012\n", - " 0.887302\n", - " 88.730156\n", + " 0.885632\n", + " 88.563189\n", " nahezu vollständig redundant\n", " \n", " \n", " 528_R_30_10013_10017\n", - " 0.834648\n", - " 83.464787\n", + " 0.834145\n", + " 83.414469\n", " nahezu vollständig redundant\n", " \n", " \n", " 529_R_30_10013_10011\n", - " 0.734361\n", - " 73.436064\n", + " 0.733971\n", + " 73.397060\n", " nahezu vollständig redundant\n", " \n", " \n", " 530_R_30_10013_10012\n", - " 0.887301\n", - " 88.730054\n", + " 0.885631\n", + " 88.563086\n", " nahezu vollständig redundant\n", " \n", " \n", " 531_R_31_10007_10008\n", - " 0.843664\n", - " 84.366426\n", + " 0.832807\n", + " 83.280732\n", " nahezu vollständig redundant\n", " \n", " \n", " 532_R_31_10007_10016\n", - " 0.937120\n", - " 93.711970\n", + " 0.935307\n", + " 93.530691\n", " nahezu vollständig redundant\n", " \n", " \n", " 533_R_31_10007_10017\n", - " 0.826218\n", - " 82.621842\n", + " 0.822607\n", + " 82.260743\n", " nahezu vollständig redundant\n", " \n", " \n", " 534_R_31_10007_10015\n", - " 0.909732\n", - " 90.973164\n", + " 0.907356\n", + " 90.735565\n", " nahezu vollständig redundant\n", " \n", " \n", " 535_R_31_10007_10003\n", - " 0.909643\n", - " 90.964268\n", + " 0.902731\n", + " 90.273080\n", " nahezu vollständig redundant\n", " \n", " \n", " 536_R_31_10007_10008\n", - " 0.843664\n", - " 84.366426\n", + " 0.832807\n", + " 83.280732\n", " nahezu vollständig redundant\n", " \n", " \n", " 537_R_31_10007_10016\n", - " 0.937120\n", - " 93.711991\n", + " 0.935307\n", + " 93.530712\n", " nahezu vollständig redundant\n", " \n", " \n", " 538_R_31_10007_10017\n", - " 0.826218\n", - " 82.621774\n", + " 0.822607\n", + " 82.260674\n", " nahezu vollständig redundant\n", " \n", " \n", " 539_R_31_10007_10015\n", - " 0.909732\n", - " 90.973212\n", + " 0.907356\n", + " 90.735614\n", " nahezu vollständig redundant\n", " \n", " \n", " 540_R_31_10007_10003\n", - " 0.909644\n", - " 90.964371\n", + " 0.902732\n", + " 90.273190\n", " nahezu vollständig redundant\n", " \n", " \n", " 541_R_31_10007_10008\n", - " 0.843664\n", - " 84.366426\n", + " 0.832807\n", + " 83.280732\n", " nahezu vollständig redundant\n", " \n", " \n", " 542_R_31_10007_10016\n", - " 0.937120\n", - " 93.711991\n", + " 0.935307\n", + " 93.530712\n", " nahezu vollständig redundant\n", " \n", " \n", " 543_R_31_10007_10017\n", - " 0.826217\n", - " 82.621728\n", + " 0.822606\n", + " 82.260628\n", " nahezu vollständig redundant\n", " \n", " \n", " 544_R_31_10007_10015\n", - " 0.909730\n", - " 90.973044\n", + " 0.907354\n", + " 90.735441\n", " nahezu vollständig redundant\n", " \n", " \n", " 545_R_31_10007_10003\n", - " 0.909643\n", - " 90.964268\n", + " 0.902731\n", + " 90.273080\n", " nahezu vollständig redundant\n", " \n", " \n", " 546_R_32_10016_10007\n", - " 0.919588\n", - " 91.958823\n", + " 0.917151\n", + " 91.715096\n", " nahezu vollständig redundant\n", " \n", " \n", " 547_R_32_10016_10031\n", - " 0.809974\n", - " 80.997374\n", + " 0.805534\n", + " 80.553408\n", " nahezu vollständig redundant\n", " \n", " \n", " 548_R_32_10016_10017\n", - " 0.923791\n", - " 92.379124\n", + " 0.923415\n", + " 92.341535\n", " nahezu vollständig redundant\n", " \n", " \n", " 549_R_32_10016_10014\n", - " 0.948129\n", - " 94.812944\n", + " 0.941511\n", + " 94.151066\n", " nahezu vollständig redundant\n", " \n", " \n", " 550_R_32_10016_10012\n", - " 0.913293\n", - " 91.329326\n", + " 0.912916\n", + " 91.291632\n", " nahezu vollständig redundant\n", " \n", " \n", " 551_R_32_10016_10015\n", - " 0.942973\n", - " 94.297269\n", + " 0.942682\n", + " 94.268206\n", " nahezu vollständig redundant\n", " \n", " \n", " 552_R_32_10016_10003\n", - " 0.859043\n", - " 85.904254\n", + " 0.854668\n", + " 85.466787\n", " nahezu vollständig redundant\n", " \n", " \n", " 553_R_32_10016_10007\n", - " 0.919587\n", - " 91.958665\n", + " 0.917149\n", + " 91.714934\n", " nahezu vollständig redundant\n", " \n", " \n", " 554_R_32_10016_10031\n", - " 0.809973\n", - " 80.997314\n", + " 0.805533\n", + " 80.553346\n", " nahezu vollständig redundant\n", " \n", " \n", " 555_R_32_10016_10017\n", - " 0.923793\n", - " 92.379332\n", + " 0.923417\n", + " 92.341745\n", " nahezu vollständig redundant\n", " \n", " \n", " 556_R_32_10016_10014\n", - " 0.948130\n", - " 94.812979\n", + " 0.941511\n", + " 94.151105\n", " nahezu vollständig redundant\n", " \n", " \n", " 557_R_32_10016_10012\n", - " 0.913293\n", - " 91.329281\n", + " 0.912916\n", + " 91.291587\n", " nahezu vollständig redundant\n", " \n", " \n", " 558_R_32_10016_10015\n", - " 0.942971\n", - " 94.297069\n", + " 0.942680\n", + " 94.268005\n", " nahezu vollständig redundant\n", " \n", " \n", " 559_R_32_10016_10003\n", - " 0.859042\n", - " 85.904198\n", + " 0.854667\n", + " 85.466729\n", " nahezu vollständig redundant\n", " \n", " \n", " 560_R_32_10016_10007\n", - " 0.919588\n", - " 91.958796\n", + " 0.917151\n", + " 91.715069\n", " nahezu vollständig redundant\n", " \n", " \n", " 561_R_32_10016_10031\n", - " 0.809973\n", - " 80.997314\n", + " 0.805533\n", + " 80.553346\n", " nahezu vollständig redundant\n", " \n", " \n", " 562_R_32_10016_10017\n", - " 0.923793\n", - " 92.379314\n", + " 0.923417\n", + " 92.341727\n", " nahezu vollständig redundant\n", " \n", " \n", " 563_R_32_10016_10014\n", - " 0.948130\n", - " 94.812961\n", + " 0.941511\n", + " 94.151085\n", " nahezu vollständig redundant\n", " \n", " \n", " 564_R_32_10016_10012\n", - " 0.913293\n", - " 91.329281\n", + " 0.912916\n", + " 91.291587\n", " nahezu vollständig redundant\n", " \n", " \n", " 565_R_32_10016_10015\n", - " 0.942972\n", - " 94.297192\n", + " 0.942681\n", + " 94.268129\n", " nahezu vollständig redundant\n", " \n", " \n", " 566_R_32_10016_10003\n", - " 0.859043\n", - " 85.904271\n", + " 0.854668\n", + " 85.466805\n", " nahezu vollständig redundant\n", " \n", " \n", " 567_R_33_10015_10007\n", - " 0.774889\n", - " 77.488917\n", + " 0.774784\n", + " 77.478432\n", " nahezu vollständig redundant\n", " \n", " \n", " 568_R_33_10015_10016\n", - " 0.912847\n", - " 91.284718\n", + " 0.912588\n", + " 91.258762\n", " nahezu vollständig redundant\n", " \n", " \n", " 569_R_33_10015_10014\n", - " 0.887652\n", - " 88.765176\n", + " 0.885326\n", + " 88.532611\n", " nahezu vollständig redundant\n", " \n", " \n", " 570_R_33_10015_10012\n", - " 0.864329\n", - " 86.432921\n", + " 0.863048\n", + " 86.304817\n", " nahezu vollständig redundant\n", " \n", " \n", " 571_R_33_10015_10007\n", - " 0.774895\n", - " 77.489504\n", + " 0.774790\n", + " 77.479019\n", " nahezu vollständig redundant\n", " \n", " \n", " 572_R_33_10015_10016\n", - " 0.912851\n", - " 91.285127\n", + " 0.912592\n", + " 91.259172\n", " nahezu vollständig redundant\n", " \n", " \n", " 573_R_33_10015_10014\n", - " 0.887648\n", - " 88.764821\n", + " 0.885322\n", + " 88.532248\n", " nahezu vollständig redundant\n", " \n", " \n", " 574_R_33_10015_10012\n", - " 0.864333\n", - " 86.433341\n", + " 0.863052\n", + " 86.305241\n", " nahezu vollständig redundant\n", " \n", " \n", " 575_R_33_10015_10007\n", - " 0.774896\n", - " 77.489563\n", + " 0.774791\n", + " 77.479079\n", " nahezu vollständig redundant\n", " \n", " \n", " 576_R_33_10015_10016\n", - " 0.912849\n", - " 91.284922\n", + " 0.912590\n", + " 91.258966\n", " nahezu vollständig redundant\n", " \n", " \n", " 577_R_33_10015_10014\n", - " 0.887646\n", - " 88.764585\n", + " 0.885320\n", + " 88.532007\n", " nahezu vollständig redundant\n", " \n", " \n", " 578_R_33_10015_10012\n", - " 0.864333\n", - " 86.433293\n", + " 0.863052\n", + " 86.305192\n", " nahezu vollständig redundant\n", " \n", " \n", " 579_R_34_10014_10017\n", - " 0.863017\n", - " 86.301719\n", + " 0.850069\n", + " 85.006866\n", " nahezu vollständig redundant\n", " \n", " \n", " 580_R_34_10014_10012\n", - " 0.889709\n", - " 88.970907\n", + " 0.885750\n", + " 88.575005\n", " nahezu vollständig redundant\n", " \n", " \n", " 581_R_34_10014_10015\n", - " 0.907540\n", - " 90.754050\n", + " 0.904188\n", + " 90.418772\n", " nahezu vollständig redundant\n", " \n", " \n", " 582_R_34_10014_10016\n", - " 0.850885\n", - " 85.088519\n", + " 0.848081\n", + " 84.808101\n", " nahezu vollständig redundant\n", " \n", " \n", " 583_R_34_10014_10017\n", - " 0.863015\n", - " 86.301502\n", + " 0.850066\n", + " 85.006629\n", " nahezu vollständig redundant\n", " \n", " \n", " 584_R_34_10014_10012\n", - " 0.889710\n", - " 88.970964\n", + " 0.885751\n", + " 88.575064\n", " nahezu vollständig redundant\n", " \n", " \n", " 585_R_34_10014_10015\n", - " 0.907538\n", - " 90.753787\n", + " 0.904185\n", + " 90.418499\n", " nahezu vollständig redundant\n", " \n", " \n", " 586_R_34_10014_10016\n", - " 0.850880\n", - " 85.088049\n", + " 0.848076\n", + " 84.807623\n", " nahezu vollständig redundant\n", " \n", " \n", " 587_R_34_10014_10017\n", - " 0.863016\n", - " 86.301611\n", + " 0.850067\n", + " 85.006748\n", " nahezu vollständig redundant\n", " \n", " \n", " 588_R_34_10014_10012\n", - " 0.889713\n", - " 88.971315\n", + " 0.885754\n", + " 88.575427\n", " nahezu vollständig redundant\n", " \n", " \n", " 589_R_34_10014_10015\n", - " 0.907537\n", - " 90.753709\n", + " 0.904184\n", + " 90.418419\n", " nahezu vollständig redundant\n", " \n", " \n", " 590_R_34_10014_10016\n", - " 0.850884\n", - " 85.088407\n", + " 0.848080\n", + " 84.807987\n", " nahezu vollständig redundant\n", " \n", " \n", " 591_R_35_10012_10015\n", - " 0.918755\n", - " 91.875523\n", + " 0.918700\n", + " 91.869961\n", " nahezu vollständig redundant\n", " \n", " \n", " 592_R_35_10012_10016\n", - " 0.863704\n", - " 86.370420\n", + " 0.863218\n", + " 86.321815\n", " nahezu vollständig redundant\n", " \n", " \n", " 593_R_35_10012_10014\n", - " 0.942926\n", - " 94.292569\n", + " 0.939123\n", + " 93.912288\n", " nahezu vollständig redundant\n", " \n", " \n", " 594_R_35_10012_10017\n", - " 0.845004\n", - " 84.500401\n", + " 0.844526\n", + " 84.452553\n", " nahezu vollständig redundant\n", " \n", " \n", " 595_R_35_10012_10013\n", - " 0.897300\n", - " 89.729952\n", + " 0.895931\n", + " 89.593125\n", " nahezu vollständig redundant\n", " \n", " \n", " 596_R_35_10012_10015\n", - " 0.918755\n", - " 91.875452\n", + " 0.918699\n", + " 91.869890\n", " nahezu vollständig redundant\n", " \n", " \n", " 597_R_35_10012_10016\n", - " 0.863701\n", - " 86.370140\n", + " 0.863215\n", + " 86.321534\n", " nahezu vollständig redundant\n", " \n", " \n", " 598_R_35_10012_10014\n", - " 0.942925\n", - " 94.292540\n", + " 0.939123\n", + " 93.912257\n", " nahezu vollständig redundant\n", " \n", " \n", " 599_R_35_10012_10017\n", - " 0.845005\n", - " 84.500455\n", + " 0.844526\n", + " 84.452607\n", " nahezu vollständig redundant\n", " \n", " \n", " 600_R_35_10012_10013\n", - " 0.897301\n", - " 89.730067\n", + " 0.895932\n", + " 89.593242\n", " nahezu vollständig redundant\n", " \n", " \n", " 601_R_35_10012_10015\n", - " 0.918754\n", - " 91.875413\n", + " 0.918699\n", + " 91.869851\n", " nahezu vollständig redundant\n", " \n", " \n", " 602_R_35_10012_10016\n", - " 0.863702\n", - " 86.370245\n", + " 0.863216\n", + " 86.321639\n", " nahezu vollständig redundant\n", " \n", " \n", " 603_R_35_10012_10014\n", - " 0.942927\n", - " 94.292657\n", + " 0.939124\n", + " 93.912382\n", " nahezu vollständig redundant\n", " \n", " \n", " 604_R_35_10012_10017\n", - " 0.845004\n", - " 84.500357\n", + " 0.844525\n", + " 84.452509\n", " nahezu vollständig redundant\n", " \n", " \n", " 605_R_35_10012_10013\n", - " 0.897299\n", - " 89.729887\n", + " 0.895931\n", + " 89.593059\n", " nahezu vollständig redundant\n", " \n", " \n", " 606_R_36_10033_10019\n", - " 0.828648\n", - " 82.864813\n", + " 0.827939\n", + " 82.793869\n", " nahezu vollständig redundant\n", " \n", " \n", " 607_R_36_10033_10025\n", - " 0.867704\n", - " 86.770377\n", + " 0.863120\n", + " 86.312027\n", " nahezu vollständig redundant\n", " \n", " \n", " 608_R_36_10033_10039\n", - " 0.844559\n", - " 84.455855\n", + " 0.842390\n", + " 84.238969\n", " nahezu vollständig redundant\n", " \n", " \n", " 609_R_36_10033_10032\n", - " 0.919310\n", - " 91.930984\n", + " 0.919059\n", + " 91.905949\n", " nahezu vollständig redundant\n", " \n", " \n", " 610_R_36_10033_10031\n", - " 0.894550\n", - " 89.455016\n", + " 0.893139\n", + " 89.313875\n", " nahezu vollständig redundant\n", " \n", " \n", " 611_R_36_10033_10019\n", - " 0.828651\n", - " 82.865139\n", + " 0.827942\n", + " 82.794196\n", " nahezu vollständig redundant\n", " \n", " \n", " 612_R_36_10033_10025\n", - " 0.867705\n", - " 86.770496\n", + " 0.863122\n", + " 86.312151\n", " nahezu vollständig redundant\n", " \n", " \n", " 613_R_36_10033_10039\n", - " 0.844561\n", - " 84.456118\n", + " 0.842392\n", + " 84.239234\n", " nahezu vollständig redundant\n", " \n", " \n", " 614_R_36_10033_10032\n", - " 0.919308\n", - " 91.930802\n", + " 0.919058\n", + " 91.905767\n", " nahezu vollständig redundant\n", " \n", " \n", " 615_R_36_10033_10031\n", - " 0.894553\n", - " 89.455284\n", + " 0.893141\n", + " 89.314147\n", " nahezu vollständig redundant\n", " \n", " \n", " 616_R_36_10033_10019\n", - " 0.828649\n", - " 82.864933\n", + " 0.827940\n", + " 82.793990\n", " nahezu vollständig redundant\n", " \n", " \n", " 617_R_36_10033_10025\n", - " 0.867705\n", - " 86.770535\n", + " 0.863122\n", + " 86.312191\n", " nahezu vollständig redundant\n", " \n", " \n", " 618_R_36_10033_10039\n", - " 0.844557\n", - " 84.455653\n", + " 0.842388\n", + " 84.238764\n", " nahezu vollständig redundant\n", " \n", " \n", " 619_R_36_10033_10032\n", - " 0.919306\n", - " 91.930622\n", + " 0.919056\n", + " 91.905586\n", " nahezu vollständig redundant\n", " \n", " \n", " 620_R_36_10033_10031\n", - " 0.894552\n", - " 89.455248\n", + " 0.893141\n", + " 89.314110\n", " nahezu vollständig redundant\n", " \n", " \n", " 621_R_37_10032_10033\n", - " 0.879489\n", - " 87.948906\n", + " 0.878258\n", + " 87.825820\n", " nahezu vollständig redundant\n", " \n", " \n", " 622_R_37_10032_10039\n", - " 0.886966\n", - " 88.696587\n", + " 0.886827\n", + " 88.682661\n", " nahezu vollständig redundant\n", " \n", " \n", " 623_R_37_10032_10038\n", - " 0.795654\n", - " 79.565378\n", + " 0.795461\n", + " 79.546084\n", " nahezu vollständig redundant\n", " \n", " \n", " 624_R_37_10032_10031\n", - " 0.883220\n", - " 88.322008\n", + " 0.881839\n", + " 88.183934\n", " nahezu vollständig redundant\n", " \n", " \n", " 625_R_37_10032_10033\n", - " 0.879490\n", - " 87.948952\n", + " 0.878259\n", + " 87.825867\n", " nahezu vollständig redundant\n", " \n", " \n", " 626_R_37_10032_10039\n", - " 0.886967\n", - " 88.696673\n", + " 0.886827\n", + " 88.682748\n", " nahezu vollständig redundant\n", " \n", " \n", " 627_R_37_10032_10038\n", - " 0.795656\n", - " 79.565622\n", + " 0.795463\n", + " 79.546327\n", " nahezu vollständig redundant\n", " \n", " \n", " 628_R_37_10032_10031\n", - " 0.883219\n", - " 88.321896\n", + " 0.881838\n", + " 88.183821\n", " nahezu vollständig redundant\n", " \n", " \n", " 629_R_37_10032_10033\n", - " 0.879494\n", - " 87.949384\n", + " 0.878263\n", + " 87.826304\n", " nahezu vollständig redundant\n", " \n", " \n", " 630_R_37_10032_10039\n", - " 0.886968\n", - " 88.696847\n", + " 0.886829\n", + " 88.682921\n", " nahezu vollständig redundant\n", " \n", " \n", " 631_R_37_10032_10038\n", - " 0.795655\n", - " 79.565477\n", + " 0.795462\n", + " 79.546183\n", " nahezu vollständig redundant\n", " \n", " \n", " 632_R_37_10032_10031\n", - " 0.883219\n", - " 88.321950\n", + " 0.881839\n", + " 88.183875\n", " nahezu vollständig redundant\n", " \n", " \n", " 633_R_38_10031_10017\n", - " 0.802421\n", - " 80.242132\n", + " 0.800774\n", + " 80.077370\n", " nahezu vollständig redundant\n", " \n", " \n", " 634_R_38_10031_10033\n", - " 0.892104\n", - " 89.210408\n", + " 0.891102\n", + " 89.110167\n", " nahezu vollständig redundant\n", " \n", " \n", " 635_R_38_10031_10032\n", - " 0.910599\n", - " 91.059891\n", + " 0.908762\n", + " 90.876222\n", " nahezu vollständig redundant\n", " \n", " \n", " 636_R_38_10031_10030\n", - " 0.821981\n", - " 82.198054\n", + " 0.819780\n", + " 81.977961\n", " nahezu vollständig redundant\n", " \n", " \n", " 637_R_38_10031_10017\n", - " 0.802424\n", - " 80.242385\n", + " 0.800776\n", + " 80.077625\n", " nahezu vollständig redundant\n", " \n", " \n", " 638_R_38_10031_10033\n", - " 0.892103\n", - " 89.210330\n", + " 0.891101\n", + " 89.110089\n", " nahezu vollständig redundant\n", " \n", " \n", " 639_R_38_10031_10032\n", - " 0.910601\n", - " 91.060110\n", + " 0.908764\n", + " 90.876446\n", " nahezu vollständig redundant\n", " \n", " \n", " 640_R_38_10031_10030\n", - " 0.821980\n", - " 82.197964\n", + " 0.819779\n", + " 81.977870\n", " nahezu vollständig redundant\n", " \n", " \n", " 641_R_38_10031_10017\n", - " 0.802423\n", - " 80.242300\n", + " 0.800775\n", + " 80.077540\n", " nahezu vollständig redundant\n", " \n", " \n", " 642_R_38_10031_10033\n", - " 0.892101\n", - " 89.210057\n", + " 0.891098\n", + " 89.109813\n", " nahezu vollständig redundant\n", " \n", " \n", " 643_R_38_10031_10032\n", - " 0.910602\n", - " 91.060155\n", + " 0.908765\n", + " 90.876492\n", " nahezu vollständig redundant\n", " \n", " \n", " 644_R_38_10031_10030\n", - " 0.821978\n", - " 82.197829\n", + " 0.819777\n", + " 81.977733\n", " nahezu vollständig redundant\n", " \n", " \n", " 645_R_39_10038_10041\n", - " 0.868825\n", - " 86.882462\n", + " 0.864537\n", + " 86.453664\n", " nahezu vollständig redundant\n", " \n", " \n", " 646_R_39_10038_10037\n", - " 0.898466\n", - " 89.846575\n", + " 0.897141\n", + " 89.714072\n", " nahezu vollständig redundant\n", " \n", " \n", " 647_R_39_10038_10036\n", - " 0.847049\n", - " 84.704863\n", + " 0.846059\n", + " 84.605924\n", " nahezu vollständig redundant\n", " \n", " \n", " 648_R_39_10038_10032\n", - " 0.832654\n", - " 83.265436\n", + " 0.830465\n", + " 83.046511\n", " nahezu vollständig redundant\n", " \n", " \n", " 649_R_39_10038_10039\n", - " 0.924099\n", - " 92.409885\n", + " 0.923510\n", + " 92.351020\n", " nahezu vollständig redundant\n", " \n", " \n", " 650_R_39_10038_10041\n", - " 0.868824\n", - " 86.882391\n", + " 0.864536\n", + " 86.453591\n", " nahezu vollständig redundant\n", " \n", " \n", " 651_R_39_10038_10037\n", - " 0.898468\n", - " 89.846797\n", + " 0.897143\n", + " 89.714297\n", " nahezu vollständig redundant\n", " \n", " \n", " 652_R_39_10038_10036\n", - " 0.847047\n", - " 84.704731\n", + " 0.846058\n", + " 84.605792\n", " nahezu vollständig redundant\n", " \n", " \n", " 653_R_39_10038_10032\n", - " 0.832655\n", - " 83.265516\n", + " 0.830466\n", + " 83.046591\n", " nahezu vollständig redundant\n", " \n", " \n", " 654_R_39_10038_10039\n", - " 0.924099\n", - " 92.409883\n", + " 0.923510\n", + " 92.351018\n", " nahezu vollständig redundant\n", " \n", " \n", " 655_R_39_10038_10041\n", - " 0.868822\n", - " 86.882249\n", + " 0.864534\n", + " 86.453444\n", " nahezu vollständig redundant\n", " \n", " \n", " 656_R_39_10038_10037\n", - " 0.898466\n", - " 89.846607\n", + " 0.897141\n", + " 89.714105\n", " nahezu vollständig redundant\n", " \n", " \n", " 657_R_39_10038_10036\n", - " 0.847052\n", - " 84.705188\n", + " 0.846063\n", + " 84.606251\n", " nahezu vollständig redundant\n", " \n", " \n", " 658_R_39_10038_10032\n", - " 0.832656\n", - " 83.265556\n", + " 0.830466\n", + " 83.046632\n", " nahezu vollständig redundant\n", " \n", " \n", " 659_R_39_10038_10039\n", - " 0.924101\n", - " 92.410128\n", + " 0.923513\n", + " 92.351265\n", " nahezu vollständig redundant\n", " \n", " \n", " 660_R_40_10039_10032\n", - " 0.905167\n", - " 90.516729\n", + " 0.904571\n", + " 90.457081\n", " nahezu vollständig redundant\n", " \n", " \n", " 661_R_40_10039_10033\n", - " 0.860838\n", - " 86.083793\n", + " 0.858470\n", + " 85.846985\n", " nahezu vollständig redundant\n", " \n", " \n", " 662_R_40_10039_10037\n", - " 0.844041\n", - " 84.404086\n", + " 0.841593\n", + " 84.159264\n", " nahezu vollständig redundant\n", " \n", " \n", " 663_R_40_10039_10038\n", - " 0.928020\n", - " 92.802041\n", + " 0.927561\n", + " 92.756090\n", " nahezu vollständig redundant\n", " \n", " \n", " 664_R_40_10039_10029\n", - " 0.838877\n", - " 83.887697\n", + " 0.833479\n", + " 83.347915\n", " nahezu vollständig redundant\n", " \n", " \n", " 665_R_40_10039_10032\n", - " 0.905165\n", - " 90.516550\n", + " 0.904569\n", + " 90.456901\n", " nahezu vollständig redundant\n", " \n", " \n", " 666_R_40_10039_10033\n", - " 0.860842\n", - " 86.084177\n", + " 0.858474\n", + " 85.847375\n", " nahezu vollständig redundant\n", " \n", " \n", " 667_R_40_10039_10037\n", - " 0.844043\n", - " 84.404284\n", + " 0.841595\n", + " 84.159465\n", " nahezu vollständig redundant\n", " \n", " \n", " 668_R_40_10039_10038\n", - " 0.928020\n", - " 92.801954\n", + " 0.927560\n", + " 92.756003\n", " nahezu vollständig redundant\n", " \n", " \n", " 669_R_40_10039_10029\n", - " 0.838878\n", - " 83.887757\n", + " 0.833480\n", + " 83.347977\n", " nahezu vollständig redundant\n", " \n", " \n", " 670_R_40_10039_10032\n", - " 0.905167\n", - " 90.516658\n", + " 0.904570\n", + " 90.457009\n", " nahezu vollständig redundant\n", " \n", " \n", " 671_R_40_10039_10033\n", - " 0.860841\n", - " 86.084143\n", + " 0.858473\n", + " 85.847341\n", " nahezu vollständig redundant\n", " \n", " \n", " 672_R_40_10039_10037\n", - " 0.844044\n", - " 84.404384\n", + " 0.841596\n", + " 84.159566\n", " nahezu vollständig redundant\n", " \n", " \n", " 673_R_40_10039_10038\n", - " 0.928022\n", - " 92.802188\n", + " 0.927562\n", + " 92.756239\n", " nahezu vollständig redundant\n", " \n", " \n", " 674_R_40_10039_10029\n", - " 0.838878\n", - " 83.887756\n", + " 0.833480\n", + " 83.347976\n", " nahezu vollständig redundant\n", " \n", " \n", " 675_R_41_10035_10037\n", - " 0.875068\n", - " 87.506844\n", + " 0.872348\n", + " 87.234757\n", " nahezu vollständig redundant\n", " \n", " \n", " 676_R_41_10035_10036\n", - " 0.906201\n", - " 90.620118\n", + " 0.905686\n", + " 90.568582\n", " nahezu vollständig redundant\n", " \n", " \n", " 677_R_41_10035_10034\n", - " 0.848878\n", - " 84.887767\n", + " 0.843351\n", + " 84.335084\n", " nahezu vollständig redundant\n", " \n", " \n", " 678_R_41_10035_10030\n", - " 0.866897\n", - " 86.689688\n", + " 0.862651\n", + " 86.265095\n", " nahezu vollständig redundant\n", " \n", " \n", " 679_R_41_10035_10029\n", - " 0.901353\n", - " 90.135253\n", + " 0.898497\n", + " 89.849742\n", " nahezu vollständig redundant\n", " \n", " \n", " 680_R_41_10035_10037\n", - " 0.875067\n", - " 87.506715\n", + " 0.872346\n", + " 87.234625\n", " nahezu vollständig redundant\n", " \n", " \n", " 681_R_41_10035_10036\n", - " 0.906202\n", - " 90.620189\n", + " 0.905687\n", + " 90.568654\n", " nahezu vollständig redundant\n", " \n", " \n", " 682_R_41_10035_10034\n", - " 0.848878\n", - " 84.887767\n", + " 0.843351\n", + " 84.335084\n", " nahezu vollständig redundant\n", " \n", " \n", " 683_R_41_10035_10030\n", - " 0.866897\n", - " 86.689730\n", + " 0.862651\n", + " 86.265139\n", " nahezu vollständig redundant\n", " \n", " \n", " 684_R_41_10035_10029\n", - " 0.901354\n", - " 90.135427\n", + " 0.898499\n", + " 89.849921\n", " nahezu vollständig redundant\n", " \n", " \n", " 685_R_41_10035_10037\n", - " 0.875067\n", - " 87.506715\n", + " 0.872346\n", + " 87.234625\n", " nahezu vollständig redundant\n", " \n", " \n", " 686_R_41_10035_10036\n", - " 0.906202\n", - " 90.620166\n", + " 0.905686\n", + " 90.568631\n", " nahezu vollständig redundant\n", " \n", " \n", " 687_R_41_10035_10034\n", - " 0.848878\n", - " 84.887796\n", + " 0.843351\n", + " 84.335114\n", " nahezu vollständig redundant\n", " \n", " \n", " 688_R_41_10035_10030\n", - " 0.866898\n", - " 86.689794\n", + " 0.862652\n", + " 86.265205\n", " nahezu vollständig redundant\n", " \n", " \n", " 689_R_41_10035_10029\n", - " 0.901354\n", - " 90.135447\n", + " 0.898499\n", + " 89.849942\n", " nahezu vollständig redundant\n", " \n", " \n", " 690_R_42_10036_10038\n", - " 0.884052\n", - " 88.405155\n", + " 0.879529\n", + " 87.952934\n", " nahezu vollständig redundant\n", " \n", " \n", " 691_R_42_10036_10037\n", - " 0.930679\n", - " 93.067914\n", + " 0.929678\n", + " 92.967791\n", " nahezu vollständig redundant\n", " \n", " \n", " 692_R_42_10036_10034\n", - " 0.756357\n", - " 75.635737\n", + " 0.755167\n", + " 75.516698\n", " nahezu vollständig redundant\n", " \n", " \n", " 693_R_42_10036_10035\n", - " 0.914983\n", - " 91.498307\n", + " 0.914597\n", + " 91.459722\n", " nahezu vollständig redundant\n", " \n", " \n", " 694_R_42_10036_10038\n", - " 0.884053\n", - " 88.405290\n", + " 0.879531\n", + " 87.953074\n", " nahezu vollständig redundant\n", " \n", " \n", " 695_R_42_10036_10037\n", - " 0.930677\n", - " 93.067700\n", + " 0.929676\n", + " 92.967574\n", " nahezu vollständig redundant\n", " \n", " \n", " 696_R_42_10036_10034\n", - " 0.756358\n", - " 75.635788\n", + " 0.755167\n", + " 75.516750\n", " nahezu vollständig redundant\n", " \n", " \n", " 697_R_42_10036_10035\n", - " 0.914983\n", - " 91.498286\n", + " 0.914597\n", + " 91.459701\n", " nahezu vollständig redundant\n", " \n", " \n", " 698_R_42_10036_10038\n", - " 0.884053\n", - " 88.405316\n", + " 0.879531\n", + " 87.953101\n", " nahezu vollständig redundant\n", " \n", " \n", " 699_R_42_10036_10037\n", - " 0.930676\n", - " 93.067601\n", + " 0.929675\n", + " 92.967474\n", " nahezu vollständig redundant\n", " \n", " \n", " 700_R_42_10036_10034\n", - " 0.756357\n", - " 75.635661\n", + " 0.755166\n", + " 75.516622\n", " nahezu vollständig redundant\n", " \n", " \n", " 701_R_42_10036_10035\n", - " 0.914983\n", - " 91.498264\n", + " 0.914597\n", + " 91.459679\n", " nahezu vollständig redundant\n", " \n", " \n", " 702_R_43_10028_10011\n", - " 0.830730\n", - " 83.073036\n", + " 0.804006\n", + " 80.400579\n", " nahezu vollständig redundant\n", " \n", " \n", " 703_R_43_10028_10030\n", - " 0.889755\n", - " 88.975533\n", + " 0.883540\n", + " 88.353964\n", " nahezu vollständig redundant\n", " \n", " \n", " 704_R_43_10028_10029\n", - " 0.892901\n", - " 89.290113\n", + " 0.886126\n", + " 88.612561\n", " nahezu vollständig redundant\n", " \n", " \n", " 705_R_43_10028_10034\n", - " 0.880934\n", - " 88.093398\n", + " 0.852553\n", + " 85.255279\n", " nahezu vollständig redundant\n", " \n", " \n", " 706_R_43_10028_10011\n", - " 0.830730\n", - " 83.072951\n", + " 0.804005\n", + " 80.400481\n", " nahezu vollständig redundant\n", " \n", " \n", " 707_R_43_10028_10030\n", - " 0.889755\n", - " 88.975514\n", + " 0.883539\n", + " 88.353944\n", " nahezu vollständig redundant\n", " \n", " \n", " 708_R_43_10028_10029\n", - " 0.892902\n", - " 89.290169\n", + " 0.886126\n", + " 88.612621\n", " nahezu vollständig redundant\n", " \n", " \n", " 709_R_43_10028_10034\n", - " 0.880933\n", - " 88.093297\n", + " 0.852552\n", + " 85.255154\n", " nahezu vollständig redundant\n", " \n", " \n", " 710_R_43_10028_10011\n", - " 0.830728\n", - " 83.072760\n", + " 0.804003\n", + " 80.400260\n", " nahezu vollständig redundant\n", " \n", " \n", " 711_R_43_10028_10030\n", - " 0.889754\n", - " 88.975418\n", + " 0.883538\n", + " 88.353843\n", " nahezu vollständig redundant\n", " \n", " \n", " 712_R_43_10028_10029\n", - " 0.892901\n", - " 89.290113\n", + " 0.886126\n", + " 88.612561\n", " nahezu vollständig redundant\n", " \n", " \n", " 713_R_43_10028_10034\n", - " 0.880934\n", - " 88.093398\n", + " 0.852553\n", + " 85.255279\n", " nahezu vollständig redundant\n", " \n", " \n", " 714_R_44_10034_10028\n", - " 0.898669\n", - " 89.866922\n", + " 0.876214\n", + " 87.621371\n", " nahezu vollständig redundant\n", " \n", " \n", " 715_R_44_10034_10035\n", - " 0.926991\n", - " 92.699086\n", + " 0.924775\n", + " 92.477468\n", " nahezu vollständig redundant\n", " \n", " \n", " 716_R_44_10034_10037\n", - " 0.854334\n", - " 85.433425\n", + " 0.849490\n", + " 84.948990\n", " nahezu vollständig redundant\n", " \n", " \n", " 717_R_44_10034_10036\n", - " 0.881594\n", - " 88.159396\n", + " 0.879219\n", + " 87.921924\n", " nahezu vollständig redundant\n", " \n", " \n", " 718_R_44_10034_10045\n", - " 0.879935\n", - " 87.993486\n", + " 0.853666\n", + " 85.366593\n", " nahezu vollständig redundant\n", " \n", " \n", " 719_R_44_10034_10028\n", - " 0.898669\n", - " 89.866874\n", + " 0.876213\n", + " 87.621313\n", " nahezu vollständig redundant\n", " \n", " \n", " 720_R_44_10034_10035\n", - " 0.926990\n", - " 92.699030\n", + " 0.924774\n", + " 92.477411\n", " nahezu vollständig redundant\n", " \n", " \n", " 721_R_44_10034_10037\n", - " 0.854335\n", - " 85.433462\n", + " 0.849490\n", + " 84.949028\n", " nahezu vollständig redundant\n", " \n", " \n", " 722_R_44_10034_10036\n", - " 0.881593\n", - " 88.159309\n", + " 0.879218\n", + " 87.921835\n", " nahezu vollständig redundant\n", " \n", " \n", " 723_R_44_10034_10045\n", - " 0.879934\n", - " 87.993400\n", + " 0.853665\n", + " 85.366488\n", " nahezu vollständig redundant\n", " \n", " \n", " 724_R_44_10034_10028\n", - " 0.898671\n", - " 89.867055\n", + " 0.876215\n", + " 87.621533\n", " nahezu vollständig redundant\n", " \n", " \n", " 725_R_44_10034_10035\n", - " 0.926990\n", - " 92.699016\n", + " 0.924774\n", + " 92.477396\n", " nahezu vollständig redundant\n", " \n", " \n", " 726_R_44_10034_10037\n", - " 0.854335\n", - " 85.433499\n", + " 0.849491\n", + " 84.949067\n", " nahezu vollständig redundant\n", " \n", " \n", " 727_R_44_10034_10036\n", - " 0.881593\n", - " 88.159346\n", + " 0.879219\n", + " 87.921874\n", " nahezu vollständig redundant\n", " \n", " \n", " 728_R_44_10034_10045\n", - " 0.879934\n", - " 87.993443\n", + " 0.853665\n", + " 85.366540\n", " nahezu vollständig redundant\n", " \n", " \n", " 729_R_45_10030_10028\n", - " 0.830591\n", - " 83.059067\n", + " 0.824994\n", + " 82.499380\n", " nahezu vollständig redundant\n", " \n", " \n", " 730_R_45_10030_10031\n", - " 0.842235\n", - " 84.223463\n", + " 0.838040\n", + " 83.803991\n", " nahezu vollständig redundant\n", " \n", " \n", " 731_R_45_10030_10029\n", - " 0.927156\n", - " 92.715583\n", + " 0.926990\n", + " 92.699047\n", " nahezu vollständig redundant\n", " \n", " \n", " 732_R_45_10030_10035\n", - " 0.825191\n", - " 82.519096\n", + " 0.819788\n", + " 81.978774\n", " nahezu vollständig redundant\n", " \n", " \n", " 733_R_45_10030_10028\n", - " 0.830591\n", - " 83.059126\n", + " 0.824994\n", + " 82.499441\n", " nahezu vollständig redundant\n", " \n", " \n", " 734_R_45_10030_10031\n", - " 0.842235\n", - " 84.223543\n", + " 0.838041\n", + " 83.804073\n", " nahezu vollständig redundant\n", " \n", " \n", " 735_R_45_10030_10029\n", - " 0.927156\n", - " 92.715623\n", + " 0.926991\n", + " 92.699087\n", " nahezu vollständig redundant\n", " \n", " \n", " 736_R_45_10030_10035\n", - " 0.825191\n", - " 82.519124\n", + " 0.819788\n", + " 81.978803\n", " nahezu vollständig redundant\n", " \n", " \n", " 737_R_45_10030_10028\n", - " 0.830591\n", - " 83.059067\n", + " 0.824994\n", + " 82.499380\n", " nahezu vollständig redundant\n", " \n", " \n", " 738_R_45_10030_10031\n", - " 0.842237\n", - " 84.223662\n", + " 0.838042\n", + " 83.804195\n", " nahezu vollständig redundant\n", " \n", " \n", " 739_R_45_10030_10029\n", - " 0.927157\n", - " 92.715692\n", + " 0.926992\n", + " 92.699155\n", " nahezu vollständig redundant\n", " \n", " \n", " 740_R_45_10030_10035\n", - " 0.825191\n", - " 82.519068\n", + " 0.819787\n", + " 81.978746\n", " nahezu vollständig redundant\n", " \n", " \n", " 741_R_46_10029_10030\n", - " 0.915067\n", - " 91.506720\n", + " 0.914761\n", + " 91.476142\n", " nahezu vollständig redundant\n", " \n", " \n", " 742_R_46_10029_10039\n", - " 0.819367\n", - " 81.936675\n", + " 0.818729\n", + " 81.872866\n", " nahezu vollständig redundant\n", " \n", " \n", " 743_R_46_10029_10035\n", - " 0.859622\n", - " 85.962191\n", + " 0.854904\n", + " 85.490394\n", " nahezu vollständig redundant\n", " \n", " \n", " 744_R_46_10029_10028\n", - " 0.813054\n", - " 81.305428\n", + " 0.810058\n", + " 81.005781\n", " nahezu vollständig redundant\n", " \n", " \n", " 745_R_46_10029_10030\n", - " 0.915064\n", - " 91.506439\n", + " 0.914759\n", + " 91.475861\n", " nahezu vollständig redundant\n", " \n", " \n", " 746_R_46_10029_10039\n", - " 0.819369\n", - " 81.936881\n", + " 0.818731\n", + " 81.873073\n", " nahezu vollständig redundant\n", " \n", " \n", " 747_R_46_10029_10035\n", - " 0.859621\n", - " 85.962103\n", + " 0.854903\n", + " 85.490303\n", " nahezu vollständig redundant\n", " \n", " \n", " 748_R_46_10029_10028\n", - " 0.813054\n", - " 81.305395\n", + " 0.810057\n", + " 81.005748\n", " nahezu vollständig redundant\n", " \n", " \n", " 749_R_46_10029_10030\n", - " 0.915069\n", - " 91.506927\n", + " 0.914764\n", + " 91.476350\n", " nahezu vollständig redundant\n", " \n", " \n", " 750_R_46_10029_10039\n", - " 0.819367\n", - " 81.936716\n", + " 0.818729\n", + " 81.872907\n", " nahezu vollständig redundant\n", " \n", " \n", " 751_R_46_10029_10035\n", - " 0.859621\n", - " 85.962074\n", + " 0.854903\n", + " 85.490273\n", " nahezu vollständig redundant\n", " \n", " \n", " 752_R_46_10029_10028\n", - " 0.813055\n", - " 81.305461\n", + " 0.810058\n", + " 81.005814\n", " nahezu vollständig redundant\n", " \n", " \n", " 753_R_47_10053_10044\n", - " 0.867310\n", - " 86.731036\n", + " 0.861593\n", + " 86.159264\n", " nahezu vollständig redundant\n", " \n", " \n", " 754_R_47_10053_10052\n", - " 0.923903\n", - " 92.390283\n", + " 0.923513\n", + " 92.351335\n", " nahezu vollständig redundant\n", " \n", " \n", " 755_R_47_10053_10059\n", - " 0.818332\n", - " 81.833214\n", + " 0.814677\n", + " 81.467667\n", " nahezu vollständig redundant\n", " \n", " \n", " 756_R_47_10053_10049\n", - " 0.887194\n", - " 88.719387\n", + " 0.881788\n", + " 88.178793\n", " nahezu vollständig redundant\n", " \n", " \n", " 757_R_47_10053_10050\n", - " 0.938186\n", - " 93.818598\n", + " 0.937384\n", + " 93.738377\n", " nahezu vollständig redundant\n", " \n", " \n", " 758_R_47_10053_10051\n", - " 0.918190\n", - " 91.819014\n", + " 0.915178\n", + " 91.517784\n", " nahezu vollständig redundant\n", " \n", " \n", " 759_R_47_10053_10044\n", - " 0.867311\n", - " 86.731095\n", + " 0.861593\n", + " 86.159325\n", " nahezu vollständig redundant\n", " \n", " \n", " 760_R_47_10053_10052\n", - " 0.923902\n", - " 92.390174\n", + " 0.923512\n", + " 92.351226\n", " nahezu vollständig redundant\n", " \n", " \n", " 761_R_47_10053_10059\n", - " 0.818334\n", - " 81.833390\n", + " 0.814678\n", + " 81.467847\n", " nahezu vollständig redundant\n", " \n", " \n", " 762_R_47_10053_10049\n", - " 0.887193\n", - " 88.719260\n", + " 0.881787\n", + " 88.178660\n", " nahezu vollständig redundant\n", " \n", " \n", " 763_R_47_10053_10050\n", - " 0.938185\n", - " 93.818540\n", + " 0.937383\n", + " 93.738319\n", " nahezu vollständig redundant\n", " \n", " \n", " 764_R_47_10053_10051\n", - " 0.918189\n", - " 91.818925\n", + " 0.915177\n", + " 91.517692\n", " nahezu vollständig redundant\n", " \n", " \n", " 765_R_47_10053_10044\n", - " 0.867311\n", - " 86.731148\n", + " 0.861594\n", + " 86.159381\n", " nahezu vollständig redundant\n", " \n", " \n", " 766_R_47_10053_10052\n", - " 0.923903\n", - " 92.390305\n", + " 0.923514\n", + " 92.351358\n", " nahezu vollständig redundant\n", " \n", " \n", " 767_R_47_10053_10059\n", - " 0.818333\n", - " 81.833273\n", + " 0.814677\n", + " 81.467727\n", " nahezu vollständig redundant\n", " \n", " \n", " 768_R_47_10053_10049\n", - " 0.887193\n", - " 88.719294\n", + " 0.881787\n", + " 88.178696\n", " nahezu vollständig redundant\n", " \n", " \n", " 769_R_47_10053_10050\n", - " 0.938186\n", - " 93.818621\n", + " 0.937384\n", + " 93.738401\n", " nahezu vollständig redundant\n", " \n", " \n", " 770_R_47_10053_10051\n", - " 0.918190\n", - " 91.819043\n", + " 0.915178\n", + " 91.517815\n", " nahezu vollständig redundant\n", " \n", " \n", " 771_R_48_10049_10050\n", - " 0.903970\n", - " 90.396956\n", + " 0.903684\n", + " 90.368430\n", " nahezu vollständig redundant\n", " \n", " \n", " 772_R_48_10049_10053\n", - " 0.837026\n", - " 83.702627\n", + " 0.835975\n", + " 83.597503\n", " nahezu vollständig redundant\n", " \n", " \n", " 773_R_48_10049_10047\n", - " 0.882999\n", - " 88.299883\n", + " 0.882861\n", + " 88.286134\n", " nahezu vollständig redundant\n", " \n", " \n", " 774_R_48_10049_10046\n", - " 0.822597\n", - " 82.259714\n", + " 0.822334\n", + " 82.233364\n", " nahezu vollständig redundant\n", " \n", " \n", " 775_R_48_10049_10048\n", - " 0.928992\n", - " 92.899239\n", + " 0.928848\n", + " 92.884837\n", " nahezu vollständig redundant\n", " \n", " \n", " 776_R_48_10049_10050\n", - " 0.903967\n", - " 90.396736\n", + " 0.903682\n", + " 90.368209\n", " nahezu vollständig redundant\n", " \n", " \n", " 777_R_48_10049_10053\n", - " 0.837025\n", - " 83.702487\n", + " 0.835974\n", + " 83.597362\n", " nahezu vollständig redundant\n", " \n", " \n", " 778_R_48_10049_10047\n", - " 0.882999\n", - " 88.299915\n", + " 0.882862\n", + " 88.286166\n", " nahezu vollständig redundant\n", " \n", " \n", " 779_R_48_10049_10046\n", - " 0.822597\n", - " 82.259708\n", + " 0.822334\n", + " 82.233357\n", " nahezu vollständig redundant\n", " \n", " \n", " 780_R_48_10049_10048\n", - " 0.928991\n", - " 92.899143\n", + " 0.928847\n", + " 92.884741\n", " nahezu vollständig redundant\n", " \n", " \n", " 781_R_48_10049_10050\n", - " 0.903967\n", - " 90.396687\n", + " 0.903682\n", + " 90.368160\n", " nahezu vollständig redundant\n", " \n", " \n", " 782_R_48_10049_10053\n", - " 0.837026\n", - " 83.702628\n", + " 0.835975\n", + " 83.597504\n", " nahezu vollständig redundant\n", " \n", " \n", " 783_R_48_10049_10047\n", - " 0.882999\n", - " 88.299890\n", + " 0.882861\n", + " 88.286141\n", " nahezu vollständig redundant\n", " \n", " \n", " 784_R_48_10049_10046\n", - " 0.822596\n", - " 82.259567\n", + " 0.822332\n", + " 82.233217\n", " nahezu vollständig redundant\n", " \n", " \n", " 785_R_48_10049_10048\n", - " 0.928992\n", - " 92.899187\n", + " 0.928848\n", + " 92.884785\n", " nahezu vollständig redundant\n", " \n", " \n", " 786_R_49_10050_10051\n", - " 0.912158\n", - " 91.215818\n", + " 0.908870\n", + " 90.887037\n", " nahezu vollständig redundant\n", " \n", " \n", " 787_R_49_10050_10052\n", - " 0.856034\n", - " 85.603359\n", + " 0.854213\n", + " 85.421266\n", " nahezu vollständig redundant\n", " \n", " \n", " 788_R_49_10050_10053\n", - " 0.909197\n", - " 90.919737\n", + " 0.908820\n", + " 90.881987\n", " nahezu vollständig redundant\n", " \n", " \n", " 789_R_49_10050_10049\n", - " 0.906398\n", - " 90.639825\n", + " 0.906146\n", + " 90.614584\n", " nahezu vollständig redundant\n", " \n", " \n", " 790_R_49_10050_10048\n", - " 0.807348\n", - " 80.734844\n", + " 0.805097\n", + " 80.509686\n", " nahezu vollständig redundant\n", " \n", " \n", " 791_R_49_10050_10051\n", - " 0.912161\n", - " 91.216089\n", + " 0.908873\n", + " 90.887318\n", " nahezu vollständig redundant\n", " \n", " \n", " 792_R_49_10050_10052\n", - " 0.856031\n", - " 85.603097\n", + " 0.854210\n", + " 85.421000\n", " nahezu vollständig redundant\n", " \n", " \n", " 793_R_49_10050_10053\n", - " 0.909197\n", - " 90.919718\n", + " 0.908820\n", + " 90.881968\n", " nahezu vollständig redundant\n", " \n", " \n", " 794_R_49_10050_10049\n", - " 0.906399\n", - " 90.639900\n", + " 0.906147\n", + " 90.614659\n", " nahezu vollständig redundant\n", " \n", " \n", " 795_R_49_10050_10048\n", - " 0.807348\n", - " 80.734801\n", + " 0.805096\n", + " 80.509642\n", " nahezu vollständig redundant\n", " \n", " \n", " 796_R_49_10050_10051\n", - " 0.912159\n", - " 91.215876\n", + " 0.908871\n", + " 90.887097\n", " nahezu vollständig redundant\n", " \n", " \n", " 797_R_49_10050_10052\n", - " 0.856030\n", - " 85.603011\n", + " 0.854209\n", + " 85.420913\n", " nahezu vollständig redundant\n", " \n", " \n", " 798_R_49_10050_10053\n", - " 0.909196\n", - " 90.919634\n", + " 0.908819\n", + " 90.881884\n", " nahezu vollständig redundant\n", " \n", " \n", " 799_R_49_10050_10049\n", - " 0.906398\n", - " 90.639780\n", + " 0.906145\n", + " 90.614538\n", " nahezu vollständig redundant\n", " \n", " \n", " 800_R_49_10050_10048\n", - " 0.807348\n", - " 80.734799\n", + " 0.805096\n", + " 80.509641\n", " nahezu vollständig redundant\n", " \n", " \n", " 801_R_50_10048_10050\n", - " 0.845218\n", - " 84.521800\n", + " 0.844161\n", + " 84.416140\n", " nahezu vollständig redundant\n", " \n", " \n", " 802_R_50_10048_10049\n", - " 0.913199\n", - " 91.319937\n", + " 0.912618\n", + " 91.261816\n", " nahezu vollständig redundant\n", " \n", " \n", " 803_R_50_10048_10057\n", - " 0.830789\n", - " 83.078938\n", + " 0.827548\n", + " 82.754819\n", " nahezu vollständig redundant\n", " \n", " \n", " 804_R_50_10048_10047\n", - " 0.917419\n", - " 91.741922\n", + " 0.917021\n", + " 91.702084\n", " nahezu vollständig redundant\n", " \n", " \n", " 805_R_50_10048_10046\n", - " 0.865051\n", - " 86.505066\n", + " 0.864367\n", + " 86.436663\n", " nahezu vollständig redundant\n", " \n", " \n", " 806_R_50_10048_10050\n", - " 0.845217\n", - " 84.521694\n", + " 0.844160\n", + " 84.416033\n", " nahezu vollständig redundant\n", " \n", " \n", " 807_R_50_10048_10049\n", - " 0.913200\n", - " 91.320007\n", + " 0.912619\n", + " 91.261887\n", " nahezu vollständig redundant\n", " \n", " \n", " 808_R_50_10048_10057\n", - " 0.830788\n", - " 83.078845\n", + " 0.827547\n", + " 82.754724\n", " nahezu vollständig redundant\n", " \n", " \n", " 809_R_50_10048_10047\n", - " 0.917420\n", - " 91.741981\n", + " 0.917021\n", + " 91.702143\n", " nahezu vollständig redundant\n", " \n", " \n", " 810_R_50_10048_10046\n", - " 0.865052\n", - " 86.505246\n", + " 0.864368\n", + " 86.436844\n", " nahezu vollständig redundant\n", " \n", " \n", " 811_R_50_10048_10050\n", - " 0.845218\n", - " 84.521842\n", + " 0.844162\n", + " 84.416182\n", " nahezu vollständig redundant\n", " \n", " \n", " 812_R_50_10048_10049\n", - " 0.913201\n", - " 91.320068\n", + " 0.912619\n", + " 91.261948\n", " nahezu vollständig redundant\n", " \n", " \n", " 813_R_50_10048_10057\n", - " 0.830788\n", - " 83.078822\n", + " 0.827547\n", + " 82.754702\n", " nahezu vollständig redundant\n", " \n", " \n", " 814_R_50_10048_10047\n", - " 0.917420\n", - " 91.742044\n", + " 0.917022\n", + " 91.702207\n", " nahezu vollständig redundant\n", " \n", " \n", " 815_R_50_10048_10046\n", - " 0.865052\n", - " 86.505221\n", + " 0.864368\n", + " 86.436820\n", " nahezu vollständig redundant\n", " \n", " \n", " 816_R_51_10047_10048\n", - " 0.913968\n", - " 91.396761\n", + " 0.913832\n", + " 91.383198\n", " nahezu vollständig redundant\n", " \n", " \n", " 817_R_51_10047_10049\n", - " 0.811715\n", - " 81.171489\n", + " 0.810744\n", + " 81.074446\n", " nahezu vollständig redundant\n", " \n", " \n", " 818_R_51_10047_10045\n", - " 0.779158\n", - " 77.915818\n", + " 0.778000\n", + " 77.799994\n", " nahezu vollständig redundant\n", " \n", " \n", " 819_R_51_10047_10046\n", - " 0.931703\n", - " 93.170325\n", + " 0.931565\n", + " 93.156513\n", " nahezu vollständig redundant\n", " \n", " \n", " 820_R_51_10047_10048\n", - " 0.913967\n", - " 91.396710\n", + " 0.913831\n", + " 91.383146\n", " nahezu vollständig redundant\n", " \n", " \n", " 821_R_51_10047_10049\n", - " 0.811715\n", - " 81.171470\n", + " 0.810744\n", + " 81.074427\n", " nahezu vollständig redundant\n", " \n", " \n", " 822_R_51_10047_10045\n", - " 0.779156\n", - " 77.915642\n", + " 0.777998\n", + " 77.799817\n", " nahezu vollständig redundant\n", " \n", " \n", " 823_R_51_10047_10046\n", - " 0.931704\n", - " 93.170381\n", + " 0.931566\n", + " 93.156569\n", " nahezu vollständig redundant\n", " \n", " \n", " 824_R_51_10047_10048\n", - " 0.913968\n", - " 91.396842\n", + " 0.913833\n", + " 91.383279\n", " nahezu vollständig redundant\n", " \n", " \n", " 825_R_51_10047_10049\n", - " 0.811717\n", - " 81.171699\n", + " 0.810747\n", + " 81.074657\n", " nahezu vollständig redundant\n", " \n", " \n", " 826_R_51_10047_10045\n", - " 0.779158\n", - " 77.915811\n", + " 0.778000\n", + " 77.799988\n", " nahezu vollständig redundant\n", " \n", " \n", " 827_R_51_10047_10046\n", - " 0.931703\n", - " 93.170332\n", + " 0.931565\n", + " 93.156520\n", " nahezu vollständig redundant\n", " \n", " \n", " 828_R_52_10046_10048\n", - " 0.867306\n", - " 86.730637\n", + " 0.865105\n", + " 86.510463\n", " nahezu vollständig redundant\n", " \n", " \n", " 829_R_52_10046_10047\n", - " 0.936992\n", - " 93.699235\n", + " 0.936596\n", + " 93.659626\n", " nahezu vollständig redundant\n", " \n", " \n", " 830_R_52_10046_10055\n", - " 0.801109\n", - " 80.110923\n", + " 0.799302\n", + " 79.930160\n", " nahezu vollständig redundant\n", " \n", " \n", " 831_R_52_10046_10045\n", - " 0.847325\n", - " 84.732543\n", + " 0.846166\n", + " 84.616643\n", " nahezu vollständig redundant\n", " \n", " \n", " 832_R_52_10046_10048\n", - " 0.867307\n", - " 86.730682\n", + " 0.865105\n", + " 86.510508\n", " nahezu vollständig redundant\n", " \n", " \n", " 833_R_52_10046_10047\n", - " 0.936992\n", - " 93.699180\n", + " 0.936596\n", + " 93.659571\n", " nahezu vollständig redundant\n", " \n", " \n", " 834_R_52_10046_10055\n", - " 0.801110\n", - " 80.111002\n", + " 0.799302\n", + " 79.930240\n", " nahezu vollständig redundant\n", " \n", " \n", " 835_R_52_10046_10045\n", - " 0.847327\n", - " 84.732657\n", + " 0.846168\n", + " 84.616758\n", " nahezu vollständig redundant\n", " \n", " \n", " 836_R_52_10046_10048\n", - " 0.867307\n", - " 86.730736\n", + " 0.865106\n", + " 86.510562\n", " nahezu vollständig redundant\n", " \n", " \n", " 837_R_52_10046_10047\n", - " 0.936991\n", - " 93.699075\n", + " 0.936595\n", + " 93.659465\n", " nahezu vollständig redundant\n", " \n", " \n", " 838_R_52_10046_10055\n", - " 0.801108\n", - " 80.110820\n", + " 0.799301\n", + " 79.930057\n", " nahezu vollständig redundant\n", " \n", " \n", " 839_R_52_10046_10045\n", - " 0.847327\n", - " 84.732724\n", + " 0.846168\n", + " 84.616825\n", " nahezu vollständig redundant\n", " \n", " \n", " 840_R_53_10045_10034\n", - " 0.839298\n", - " 83.929823\n", + " 0.826704\n", + " 82.670379\n", " nahezu vollständig redundant\n", " \n", " \n", " 841_R_53_10045_10046\n", - " 0.900842\n", - " 90.084203\n", + " 0.897913\n", + " 89.791289\n", " nahezu vollständig redundant\n", " \n", " \n", " 842_R_53_10045_10047\n", - " 0.865019\n", - " 86.501893\n", + " 0.858912\n", + " 85.891213\n", " nahezu vollständig redundant\n", " \n", " \n", " 843_R_53_10045_10054\n", - " 0.803196\n", - " 80.319568\n", + " 0.794146\n", + " 79.414560\n", " nahezu vollständig redundant\n", " \n", " \n", " 844_R_53_10045_10034\n", - " 0.839299\n", - " 83.929927\n", + " 0.826705\n", + " 82.670491\n", " nahezu vollständig redundant\n", " \n", " \n", " 845_R_53_10045_10046\n", - " 0.900841\n", - " 90.084112\n", + " 0.897912\n", + " 89.791194\n", " nahezu vollständig redundant\n", " \n", " \n", " 846_R_53_10045_10047\n", - " 0.865019\n", - " 86.501919\n", + " 0.858912\n", + " 85.891240\n", " nahezu vollständig redundant\n", " \n", " \n", " 847_R_53_10045_10054\n", - " 0.803197\n", - " 80.319679\n", + " 0.794147\n", + " 79.414676\n", " nahezu vollständig redundant\n", " \n", " \n", " 848_R_53_10045_10034\n", - " 0.839298\n", - " 83.929755\n", + " 0.826703\n", + " 82.670305\n", " nahezu vollständig redundant\n", " \n", " \n", " 849_R_53_10045_10046\n", - " 0.900842\n", - " 90.084186\n", + " 0.897913\n", + " 89.791270\n", " nahezu vollständig redundant\n", " \n", " \n", " 850_R_53_10045_10047\n", - " 0.865020\n", - " 86.501986\n", + " 0.858913\n", + " 85.891310\n", " nahezu vollständig redundant\n", " \n", " \n", " 851_R_53_10045_10054\n", - " 0.803198\n", - " 80.319756\n", + " 0.794148\n", + " 79.414757\n", " nahezu vollständig redundant\n", " \n", " \n", " 852_R_54_10059_10053\n", - " 0.917155\n", - " 91.715510\n", + " 0.908222\n", + " 90.822216\n", " nahezu vollständig redundant\n", " \n", " \n", " 853_R_54_10059_10052\n", - " 0.869727\n", - " 86.972746\n", + " 0.852400\n", + " 85.240037\n", " nahezu vollständig redundant\n", " \n", " \n", " 854_R_54_10059_10058\n", - " 0.916995\n", - " 91.699516\n", + " 0.915362\n", + " 91.536152\n", " nahezu vollständig redundant\n", " \n", " \n", " 855_R_54_10059_10056\n", - " 0.853115\n", - " 85.311474\n", + " 0.840724\n", + " 84.072444\n", " nahezu vollständig redundant\n", " \n", " \n", " 856_R_54_10059_10057\n", - " 0.902378\n", - " 90.237776\n", + " 0.898695\n", + " 89.869542\n", " nahezu vollständig redundant\n", " \n", " \n", " 857_R_54_10059_10053\n", - " 0.917154\n", - " 91.715429\n", + " 0.908221\n", + " 90.822126\n", " nahezu vollständig redundant\n", " \n", " \n", " 858_R_54_10059_10052\n", - " 0.869727\n", - " 86.972685\n", + " 0.852400\n", + " 85.239969\n", " nahezu vollständig redundant\n", " \n", " \n", " 859_R_54_10059_10058\n", - " 0.916995\n", - " 91.699473\n", + " 0.915361\n", + " 91.536108\n", " nahezu vollständig redundant\n", " \n", " \n", " 860_R_54_10059_10056\n", - " 0.853115\n", - " 85.311546\n", + " 0.840725\n", + " 84.072522\n", " nahezu vollständig redundant\n", " \n", " \n", " 861_R_54_10059_10057\n", - " 0.902378\n", - " 90.237833\n", + " 0.898696\n", + " 89.869601\n", " nahezu vollständig redundant\n", " \n", " \n", " 862_R_54_10059_10053\n", - " 0.917155\n", - " 91.715467\n", + " 0.908222\n", + " 90.822168\n", " nahezu vollständig redundant\n", " \n", " \n", " 863_R_54_10059_10052\n", - " 0.869726\n", - " 86.972591\n", + " 0.852399\n", + " 85.239861\n", " nahezu vollständig redundant\n", " \n", " \n", " 864_R_54_10059_10058\n", - " 0.916995\n", - " 91.699540\n", + " 0.915362\n", + " 91.536177\n", " nahezu vollständig redundant\n", " \n", " \n", " 865_R_54_10059_10056\n", - " 0.853115\n", - " 85.311495\n", + " 0.840725\n", + " 84.072467\n", " nahezu vollständig redundant\n", " \n", " \n", " 866_R_54_10059_10057\n", - " 0.902378\n", - " 90.237838\n", + " 0.898696\n", + " 89.869607\n", " nahezu vollständig redundant\n", " \n", " \n", " 867_R_55_10058_10059\n", - " 0.836885\n", - " 83.688521\n", + " 0.836155\n", + " 83.615493\n", " nahezu vollständig redundant\n", " \n", " \n", " 868_R_55_10058_10056\n", - " 0.871564\n", - " 87.156426\n", + " 0.871500\n", + " 87.150046\n", " nahezu vollständig redundant\n", " \n", " \n", " 869_R_55_10058_10055\n", - " 0.829115\n", - " 82.911544\n", + " 0.828959\n", + " 82.895877\n", " nahezu vollständig redundant\n", " \n", " \n", " 870_R_55_10058_10057\n", - " 0.919810\n", - " 91.981042\n", + " 0.919671\n", + " 91.967125\n", " nahezu vollständig redundant\n", " \n", " \n", " 871_R_55_10058_10059\n", - " 0.836886\n", - " 83.688611\n", + " 0.836156\n", + " 83.615583\n", " nahezu vollständig redundant\n", " \n", " \n", " 872_R_55_10058_10056\n", - " 0.871564\n", - " 87.156425\n", + " 0.871500\n", + " 87.150045\n", " nahezu vollständig redundant\n", " \n", " \n", " 873_R_55_10058_10055\n", - " 0.829116\n", - " 82.911578\n", + " 0.828959\n", + " 82.895911\n", " nahezu vollständig redundant\n", " \n", " \n", " 874_R_55_10058_10057\n", - " 0.919810\n", - " 91.981004\n", + " 0.919671\n", + " 91.967086\n", " nahezu vollständig redundant\n", " \n", " \n", " 875_R_55_10058_10059\n", - " 0.836885\n", - " 83.688523\n", + " 0.836155\n", + " 83.615495\n", " nahezu vollständig redundant\n", " \n", " \n", " 876_R_55_10058_10056\n", - " 0.871565\n", - " 87.156523\n", + " 0.871501\n", + " 87.150142\n", " nahezu vollständig redundant\n", " \n", " \n", " 877_R_55_10058_10055\n", - " 0.829114\n", - " 82.911436\n", + " 0.828958\n", + " 82.895769\n", " nahezu vollständig redundant\n", " \n", " \n", " 878_R_55_10058_10057\n", - " 0.919809\n", - " 91.980905\n", + " 0.919670\n", + " 91.966987\n", " nahezu vollständig redundant\n", " \n", " \n", " 879_R_56_10057_10059\n", - " 0.815843\n", - " 81.584298\n", + " 0.814587\n", + " 81.458667\n", " nahezu vollständig redundant\n", " \n", " \n", " 880_R_56_10057_10058\n", - " 0.892066\n", - " 89.206584\n", + " 0.891937\n", + " 89.193660\n", " nahezu vollständig redundant\n", " \n", " \n", " 881_R_56_10057_10056\n", - " 0.911111\n", - " 91.111052\n", + " 0.909589\n", + " 90.958943\n", " nahezu vollständig redundant\n", " \n", " \n", " 882_R_56_10057_10055\n", - " 0.888908\n", - " 88.890759\n", + " 0.887210\n", + " 88.720963\n", " nahezu vollständig redundant\n", " \n", " \n", " 883_R_56_10057_10048\n", - " 0.857336\n", - " 85.733565\n", + " 0.853632\n", + " 85.363192\n", " nahezu vollständig redundant\n", " \n", " \n", " 884_R_56_10057_10059\n", - " 0.815844\n", - " 81.584415\n", + " 0.814588\n", + " 81.458786\n", " nahezu vollständig redundant\n", " \n", " \n", " 885_R_56_10057_10058\n", - " 0.892068\n", - " 89.206830\n", + " 0.891939\n", + " 89.193907\n", " nahezu vollständig redundant\n", " \n", " \n", " 886_R_56_10057_10056\n", - " 0.911112\n", - " 91.111153\n", + " 0.909590\n", + " 90.959045\n", " nahezu vollständig redundant\n", " \n", " \n", " 887_R_56_10057_10055\n", - " 0.888907\n", - " 88.890747\n", + " 0.887210\n", + " 88.720951\n", " nahezu vollständig redundant\n", " \n", " \n", " 888_R_56_10057_10048\n", - " 0.857336\n", - " 85.733650\n", + " 0.853633\n", + " 85.363279\n", " nahezu vollständig redundant\n", " \n", " \n", " 889_R_56_10057_10059\n", - " 0.815841\n", - " 81.584139\n", + " 0.814585\n", + " 81.458507\n", " nahezu vollständig redundant\n", " \n", " \n", " 890_R_56_10057_10058\n", - " 0.892068\n", - " 89.206783\n", + " 0.891939\n", + " 89.193860\n", " nahezu vollständig redundant\n", " \n", " \n", " 891_R_56_10057_10056\n", - " 0.911110\n", - " 91.110965\n", + " 0.909589\n", + " 90.958854\n", " nahezu vollständig redundant\n", " \n", " \n", " 892_R_56_10057_10055\n", - " 0.888908\n", - " 88.890754\n", + " 0.887210\n", + " 88.720958\n", " nahezu vollständig redundant\n", " \n", " \n", " 893_R_56_10057_10048\n", - " 0.857336\n", - " 85.733645\n", + " 0.853633\n", + " 85.363275\n", " nahezu vollständig redundant\n", " \n", " \n", " 894_R_57_10055_10057\n", - " 0.917257\n", - " 91.725698\n", + " 0.916837\n", + " 91.683719\n", " nahezu vollständig redundant\n", " \n", " \n", " 895_R_57_10055_10058\n", - " 0.819062\n", - " 81.906159\n", + " 0.817033\n", + " 81.703315\n", " nahezu vollständig redundant\n", " \n", " \n", " 896_R_57_10055_10056\n", - " 0.944964\n", - " 94.496418\n", + " 0.944668\n", + " 94.466766\n", " nahezu vollständig redundant\n", " \n", " \n", " 897_R_57_10055_10054\n", - " 0.840697\n", - " 84.069690\n", + " 0.833471\n", + " 83.347091\n", " nahezu vollständig redundant\n", " \n", " \n", " 898_R_57_10055_10046\n", - " 0.857407\n", - " 85.740657\n", + " 0.847929\n", + " 84.792852\n", " nahezu vollständig redundant\n", " \n", " \n", " 899_R_57_10055_10057\n", - " 0.917257\n", - " 91.725711\n", + " 0.916837\n", + " 91.683732\n", " nahezu vollständig redundant\n", " \n", " \n", " 900_R_57_10055_10058\n", - " 0.819062\n", - " 81.906176\n", + " 0.817033\n", + " 81.703333\n", " nahezu vollständig redundant\n", " \n", " \n", " 901_R_57_10055_10056\n", - " 0.944963\n", - " 94.496339\n", + " 0.944667\n", + " 94.466687\n", " nahezu vollständig redundant\n", " \n", " \n", " 902_R_57_10055_10054\n", - " 0.840696\n", - " 84.069619\n", + " 0.833470\n", + " 83.347017\n", " nahezu vollständig redundant\n", " \n", " \n", " 903_R_57_10055_10046\n", - " 0.857407\n", - " 85.740726\n", + " 0.847929\n", + " 84.792925\n", " nahezu vollständig redundant\n", " \n", " \n", " 904_R_57_10055_10057\n", - " 0.917258\n", - " 91.725795\n", + " 0.916838\n", + " 91.683816\n", " nahezu vollständig redundant\n", " \n", " \n", " 905_R_57_10055_10058\n", - " 0.819062\n", - " 81.906155\n", + " 0.817033\n", + " 81.703312\n", " nahezu vollständig redundant\n", " \n", " \n", " 906_R_57_10055_10056\n", - " 0.944964\n", - " 94.496404\n", + " 0.944668\n", + " 94.466752\n", " nahezu vollständig redundant\n", " \n", " \n", " 907_R_57_10055_10054\n", - " 0.840696\n", - " 84.069600\n", + " 0.833470\n", + " 83.346997\n", " nahezu vollständig redundant\n", " \n", " \n", " 908_R_57_10055_10046\n", - " 0.857407\n", - " 85.740718\n", + " 0.847929\n", + " 84.792917\n", " nahezu vollständig redundant\n", " \n", " \n", " 909_R_58_10056_10058\n", - " 0.802694\n", - " 80.269359\n", + " 0.800907\n", + " 80.090743\n", " nahezu vollständig redundant\n", " \n", " \n", " 910_R_58_10056_10057\n", - " 0.915760\n", - " 91.576026\n", + " 0.915252\n", + " 91.525247\n", " nahezu vollständig redundant\n", " \n", " \n", " 911_R_58_10056_10054\n", - " 0.778747\n", - " 77.874738\n", + " 0.776673\n", + " 77.667329\n", " nahezu vollständig redundant\n", " \n", " \n", " 912_R_58_10056_10055\n", - " 0.940910\n", - " 94.091015\n", + " 0.940616\n", + " 94.061598\n", " nahezu vollständig redundant\n", " \n", " \n", " 913_R_58_10056_10058\n", - " 0.802692\n", - " 80.269196\n", + " 0.800906\n", + " 80.090579\n", " nahezu vollständig redundant\n", " \n", " \n", " 914_R_58_10056_10057\n", - " 0.915759\n", - " 91.575879\n", + " 0.915251\n", + " 91.525098\n", " nahezu vollständig redundant\n", " \n", " \n", " 915_R_58_10056_10054\n", - " 0.778747\n", - " 77.874712\n", + " 0.776673\n", + " 77.667303\n", " nahezu vollständig redundant\n", " \n", " \n", " 916_R_58_10056_10055\n", - " 0.940910\n", - " 94.091046\n", + " 0.940616\n", + " 94.061629\n", " nahezu vollständig redundant\n", " \n", " \n", " 917_R_58_10056_10058\n", - " 0.802694\n", - " 80.269433\n", + " 0.800908\n", + " 80.090818\n", " nahezu vollständig redundant\n", " \n", " \n", " 918_R_58_10056_10057\n", - " 0.915759\n", - " 91.575928\n", + " 0.915251\n", + " 91.525148\n", " nahezu vollständig redundant\n", " \n", " \n", " 919_R_58_10056_10054\n", - " 0.778747\n", - " 77.874701\n", + " 0.776673\n", + " 77.667292\n", " nahezu vollständig redundant\n", " \n", " \n", " 920_R_58_10056_10055\n", - " 0.940910\n", - " 94.090957\n", + " 0.940615\n", + " 94.061539\n", " nahezu vollständig redundant\n", " \n", " \n", " 921_R_59_10054_10045\n", - " 0.843659\n", - " 84.365887\n", + " 0.824885\n", + " 82.488521\n", " nahezu vollständig redundant\n", " \n", " \n", " 922_R_59_10054_10055\n", - " 0.884038\n", - " 88.403819\n", + " 0.881067\n", + " 88.106699\n", " nahezu vollständig redundant\n", " \n", " \n", " 923_R_59_10054_10056\n", - " 0.838851\n", - " 83.885148\n", + " 0.832552\n", + " 83.255182\n", " nahezu vollständig redundant\n", " \n", " \n", " 924_R_59_10054_10045\n", - " 0.843659\n", - " 84.365904\n", + " 0.824885\n", + " 82.488539\n", " nahezu vollständig redundant\n", " \n", " \n", " 925_R_59_10054_10055\n", - " 0.884038\n", - " 88.403759\n", + " 0.881066\n", + " 88.106637\n", " nahezu vollständig redundant\n", " \n", " \n", " 926_R_59_10054_10056\n", - " 0.838851\n", - " 83.885138\n", + " 0.832552\n", + " 83.255172\n", " nahezu vollständig redundant\n", " \n", " \n", " 927_R_59_10054_10045\n", - " 0.843659\n", - " 84.365941\n", + " 0.824886\n", + " 82.488581\n", " nahezu vollständig redundant\n", " \n", " \n", " 928_R_59_10054_10055\n", - " 0.884038\n", - " 88.403762\n", + " 0.881066\n", + " 88.106641\n", " nahezu vollständig redundant\n", " \n", " \n", " 929_R_59_10054_10056\n", - " 0.838851\n", - " 83.885100\n", + " 0.832551\n", + " 83.255132\n", " nahezu vollständig redundant\n", " \n", " \n", " 930_R_60_10047_10048\n", - " 0.849775\n", - " 84.977544\n", + " 0.849766\n", + " 84.976604\n", " nahezu vollständig redundant\n", " \n", " \n", " 931_R_60_10047_812\n", - " 0.797415\n", - " 79.741463\n", + " 0.797371\n", + " 79.737132\n", " nahezu vollständig redundant\n", " \n", " \n", " 932_R_60_10047_816\n", - " 0.806878\n", - " 80.687831\n", + " 0.806872\n", + " 80.687220\n", " nahezu vollständig redundant\n", " \n", " \n", " 933_R_60_10047_FH3\n", - " 0.818269\n", - " 81.826906\n", + " 0.818264\n", + " 81.826431\n", " nahezu vollständig redundant\n", " \n", " \n", " 934_R_60_10047_10048\n", - " 0.849770\n", - " 84.977010\n", + " 0.849761\n", + " 84.976070\n", " nahezu vollständig redundant\n", " \n", " \n", " 935_R_60_10047_812\n", - " 0.797416\n", - " 79.741575\n", + " 0.797372\n", + " 79.737244\n", " nahezu vollständig redundant\n", " \n", " \n", " 936_R_60_10047_816\n", - " 0.806877\n", - " 80.687748\n", + " 0.806871\n", + " 80.687137\n", " nahezu vollständig redundant\n", " \n", " \n", " 937_R_60_10047_FH3\n", - " 0.818271\n", - " 81.827103\n", + " 0.818266\n", + " 81.826628\n", " nahezu vollständig redundant\n", " \n", " \n", " 938_R_60_10047_10048\n", - " 0.849771\n", - " 84.977136\n", + " 0.849762\n", + " 84.976195\n", " nahezu vollständig redundant\n", " \n", " \n", " 939_R_60_10047_812\n", - " 0.797413\n", - " 79.741278\n", + " 0.797369\n", + " 79.736947\n", " nahezu vollständig redundant\n", " \n", " \n", " 940_R_60_10047_816\n", - " 0.806876\n", - " 80.687608\n", + " 0.806870\n", + " 80.686997\n", " nahezu vollständig redundant\n", " \n", " \n", " 941_R_60_10047_FH3\n", - " 0.818273\n", - " 81.827289\n", + " 0.818268\n", + " 81.826814\n", " nahezu vollständig redundant\n", " \n", " \n", " 942_R_61_10046_10048\n", - " 0.789395\n", - " 78.939476\n", + " 0.789394\n", + " 78.939401\n", " nahezu vollständig redundant\n", " \n", " \n", " 943_R_61_10046_FH3\n", - " 0.799429\n", - " 79.942888\n", + " 0.799428\n", + " 79.942760\n", " nahezu vollständig redundant\n", " \n", " \n", " 944_R_61_10046_812\n", - " 0.832254\n", - " 83.225356\n", + " 0.832228\n", + " 83.222839\n", " nahezu vollständig redundant\n", " \n", " \n", " 945_R_61_10046_10048\n", - " 0.789393\n", - " 78.939308\n", + " 0.789392\n", + " 78.939233\n", " nahezu vollständig redundant\n", " \n", " \n", " 946_R_61_10046_FH3\n", - " 0.799429\n", - " 79.942875\n", + " 0.799427\n", + " 79.942747\n", " nahezu vollständig redundant\n", " \n", " \n", " 947_R_61_10046_812\n", - " 0.832254\n", - " 83.225414\n", + " 0.832229\n", + " 83.222897\n", " nahezu vollständig redundant\n", " \n", " \n", " 948_R_61_10046_10048\n", - " 0.789395\n", - " 78.939517\n", + " 0.789394\n", + " 78.939442\n", " nahezu vollständig redundant\n", " \n", " \n", " 949_R_61_10046_FH3\n", - " 0.799428\n", - " 79.942843\n", + " 0.799427\n", + " 79.942714\n", " nahezu vollständig redundant\n", " \n", " \n", " 950_R_61_10046_812\n", - " 0.832258\n", - " 83.225844\n", + " 0.832233\n", + " 83.223327\n", " nahezu vollständig redundant\n", " \n", " \n", " 951_R_62_10048_10046\n", - " 0.813845\n", - " 81.384498\n", + " 0.813837\n", + " 81.383685\n", " nahezu vollständig redundant\n", " \n", " \n", " 952_R_62_10048_812\n", - " 0.786446\n", - " 78.644629\n", + " 0.786443\n", + " 78.644331\n", " nahezu vollständig redundant\n", " \n", " \n", " 953_R_62_10048_816\n", - " 0.819572\n", - " 81.957219\n", + " 0.819555\n", + " 81.955537\n", " nahezu vollständig redundant\n", " \n", " \n", " 954_R_62_10048_FH3\n", - " 0.869075\n", - " 86.907498\n", + " 0.869026\n", + " 86.902551\n", " nahezu vollständig redundant\n", " \n", " \n", " 955_R_62_10048_10046\n", - " 0.813843\n", - " 81.384296\n", + " 0.813835\n", + " 81.383482\n", " nahezu vollständig redundant\n", " \n", " \n", " 956_R_62_10048_812\n", - " 0.786446\n", - " 78.644584\n", + " 0.786443\n", + " 78.644286\n", " nahezu vollständig redundant\n", " \n", " \n", " 957_R_62_10048_816\n", - " 0.819573\n", - " 81.957319\n", + " 0.819556\n", + " 81.955637\n", " nahezu vollständig redundant\n", " \n", " \n", " 958_R_62_10048_FH3\n", - " 0.869087\n", - " 86.908661\n", + " 0.869037\n", + " 86.903714\n", " nahezu vollständig redundant\n", " \n", " \n", " 959_R_62_10048_10046\n", - " 0.813841\n", - " 81.384070\n", + " 0.813833\n", + " 81.383256\n", " nahezu vollständig redundant\n", " \n", " \n", " 960_R_62_10048_812\n", - " 0.786444\n", - " 78.644398\n", + " 0.786441\n", + " 78.644100\n", " nahezu vollständig redundant\n", " \n", " \n", " 961_R_62_10048_816\n", - " 0.819569\n", - " 81.956909\n", + " 0.819552\n", + " 81.955227\n", " nahezu vollständig redundant\n", " \n", " \n", " 962_R_62_10048_FH3\n", - " 0.869096\n", - " 86.909605\n", + " 0.869047\n", + " 86.904659\n", " nahezu vollständig redundant\n", " \n", " \n", " 963_R_63_10056_10055\n", - " 0.918596\n", - " 91.859627\n", + " 0.918444\n", + " 91.844351\n", " nahezu vollständig redundant\n", " \n", " \n", " 964_R_63_10056_666\n", - " 0.701667\n", - " 70.166732\n", + " 0.701646\n", + " 70.164609\n", " nahezu vollständig redundant\n", " \n", " \n", " 965_R_63_10056_10055\n", - " 0.918598\n", - " 91.859757\n", + " 0.918445\n", + " 91.844482\n", " nahezu vollständig redundant\n", " \n", " \n", " 966_R_63_10056_666\n", - " 0.701668\n", - " 70.166827\n", + " 0.701647\n", + " 70.164704\n", " nahezu vollständig redundant\n", " \n", " \n", " 967_R_63_10056_10055\n", - " 0.918596\n", - " 91.859623\n", + " 0.918443\n", + " 91.844347\n", " nahezu vollständig redundant\n", " \n", " \n", " 968_R_63_10056_666\n", - " 0.701667\n", - " 70.166722\n", + " 0.701646\n", + " 70.164600\n", " nahezu vollständig redundant\n", " \n", " \n", " 969_R_64_10055_10056\n", - " 0.856187\n", - " 85.618714\n", + " 0.855949\n", + " 85.594871\n", " nahezu vollständig redundant\n", " \n", " \n", " 970_R_64_10055_666\n", - " 0.722264\n", - " 72.226417\n", + " 0.722194\n", + " 72.219422\n", " nahezu vollständig redundant\n", " \n", " \n", " 971_R_64_10055_10056\n", - " 0.856186\n", - " 85.618569\n", + " 0.855947\n", + " 85.594726\n", " nahezu vollständig redundant\n", " \n", " \n", " 972_R_64_10055_666\n", - " 0.722265\n", - " 72.226457\n", + " 0.722195\n", + " 72.219463\n", " nahezu vollständig redundant\n", " \n", " \n", " 973_R_64_10055_10056\n", - " 0.856186\n", - " 85.618609\n", + " 0.855948\n", + " 85.594766\n", " nahezu vollständig redundant\n", " \n", " \n", " 974_R_64_10055_666\n", - " 0.722263\n", - " 72.226269\n", + " 0.722193\n", + " 72.219275\n", " nahezu vollständig redundant\n", " \n", " \n", " 975_R_65_10054_10055\n", - " 0.682197\n", - " 68.219746\n", + " 0.681965\n", + " 68.196452\n", " gut kontrollierbar\n", " \n", " \n", " 976_R_65_10054_666\n", - " 0.750650\n", - " 75.065033\n", + " 0.749391\n", + " 74.939056\n", " nahezu vollständig redundant\n", " \n", " \n", " 977_R_65_10054_10055\n", - " 0.682194\n", - " 68.219393\n", + " 0.681961\n", + " 68.196099\n", " gut kontrollierbar\n", " \n", " \n", " 978_R_65_10054_666\n", - " 0.750652\n", - " 75.065239\n", + " 0.749393\n", + " 74.939262\n", " nahezu vollständig redundant\n", " \n", " \n", " 979_R_65_10054_10055\n", - " 0.682195\n", - " 68.219504\n", + " 0.681962\n", + " 68.196211\n", " gut kontrollierbar\n", " \n", " \n", " 980_R_65_10054_666\n", - " 0.750648\n", - " 75.064850\n", + " 0.749389\n", + " 74.938871\n", " nahezu vollständig redundant\n", " \n", " \n", " 981_R_66_10035_10037\n", - " 0.687299\n", - " 68.729883\n", + " 0.687149\n", + " 68.714869\n", " gut kontrollierbar\n", " \n", " \n", " 982_R_66_10035_FH11\n", - " 0.822887\n", - " 82.288700\n", + " 0.821376\n", + " 82.137578\n", " nahezu vollständig redundant\n", " \n", " \n", " 983_R_66_10035_FH14\n", - " 0.848381\n", - " 84.838122\n", + " 0.848255\n", + " 84.825464\n", " nahezu vollständig redundant\n", " \n", " \n", " 984_R_66_10035_10037\n", - " 0.687298\n", - " 68.729813\n", + " 0.687148\n", + " 68.714799\n", " gut kontrollierbar\n", " \n", " \n", " 985_R_66_10035_FH11\n", - " 0.822886\n", - " 82.288613\n", + " 0.821375\n", + " 82.137491\n", " nahezu vollständig redundant\n", " \n", " \n", " 986_R_66_10035_FH14\n", - " 0.848377\n", - " 84.837720\n", + " 0.848251\n", + " 84.825062\n", " nahezu vollständig redundant\n", " \n", " \n", " 987_R_66_10035_10037\n", - " 0.687300\n", - " 68.729969\n", + " 0.687150\n", + " 68.714955\n", " gut kontrollierbar\n", " \n", " \n", " 988_R_66_10035_FH11\n", - " 0.822884\n", - " 82.288390\n", + " 0.821373\n", + " 82.137265\n", " nahezu vollständig redundant\n", " \n", " \n", " 989_R_66_10035_FH14\n", - " 0.848373\n", - " 84.837332\n", + " 0.848247\n", + " 84.824673\n", " nahezu vollständig redundant\n", " \n", " \n", " 990_R_67_10036_10037\n", - " 0.893064\n", - " 89.306387\n", + " 0.892155\n", + " 89.215509\n", " nahezu vollständig redundant\n", " \n", " \n", " 991_R_67_10036_FH11\n", - " 0.773632\n", - " 77.363166\n", + " 0.773149\n", + " 77.314944\n", " nahezu vollständig redundant\n", " \n", " \n", " 992_R_67_10036_FH14\n", - " 0.774740\n", - " 77.474019\n", + " 0.774555\n", + " 77.455515\n", " nahezu vollständig redundant\n", " \n", " \n", " 993_R_67_10036_10037\n", - " 0.893063\n", - " 89.306283\n", + " 0.892154\n", + " 89.215404\n", " nahezu vollständig redundant\n", " \n", " \n", " 994_R_67_10036_FH11\n", - " 0.773632\n", - " 77.363161\n", + " 0.773149\n", + " 77.314938\n", " nahezu vollständig redundant\n", " \n", " \n", " 995_R_67_10036_FH14\n", - " 0.774735\n", - " 77.473495\n", + " 0.774550\n", + " 77.454991\n", " nahezu vollständig redundant\n", " \n", " \n", " 996_R_67_10036_10037\n", - " 0.893062\n", - " 89.306169\n", + " 0.892153\n", + " 89.215289\n", " nahezu vollständig redundant\n", " \n", " \n", " 997_R_67_10036_FH11\n", - " 0.773630\n", - " 77.363005\n", + " 0.773148\n", + " 77.314782\n", " nahezu vollständig redundant\n", " \n", " \n", " 998_R_67_10036_FH14\n", - " 0.774737\n", - " 77.473682\n", + " 0.774552\n", + " 77.455178\n", " nahezu vollständig redundant\n", " \n", " \n", " 999_R_68_10034_10035\n", - " 0.756936\n", - " 75.693555\n", + " 0.756858\n", + " 75.685815\n", " nahezu vollständig redundant\n", " \n", " \n", " 1000_R_68_10034_FH14\n", - " 0.806750\n", - " 80.674962\n", + " 0.806629\n", + " 80.662950\n", " nahezu vollständig redundant\n", " \n", " \n", " 1001_R_68_10034_10035\n", - " 0.756933\n", - " 75.693297\n", + " 0.756856\n", + " 75.685556\n", " nahezu vollständig redundant\n", " \n", " \n", " 1002_R_68_10034_FH14\n", - " 0.806748\n", - " 80.674806\n", + " 0.806628\n", + " 80.662794\n", " nahezu vollständig redundant\n", " \n", " \n", " 1003_R_68_10034_10035\n", - " 0.756937\n", - " 75.693672\n", + " 0.756859\n", + " 75.685931\n", " nahezu vollständig redundant\n", " \n", " \n", " 1004_R_68_10034_FH14\n", - " 0.806749\n", - " 80.674929\n", + " 0.806629\n", + " 80.662917\n", " nahezu vollständig redundant\n", " \n", " \n", " 1005_R_69_10037_10040\n", - " 0.907517\n", - " 90.751725\n", + " 0.899841\n", + " 89.984150\n", " nahezu vollständig redundant\n", " \n", " \n", " 1006_R_69_10037_FH4\n", - " 0.761696\n", - " 76.169594\n", + " 0.759251\n", + " 75.925106\n", " nahezu vollständig redundant\n", " \n", " \n", " 1007_R_69_10037_FH11\n", - " 0.721838\n", - " 72.183777\n", + " 0.717867\n", + " 71.786672\n", " nahezu vollständig redundant\n", " \n", " \n", " 1008_R_69_10037_10040\n", - " 0.907517\n", - " 90.751718\n", + " 0.899841\n", + " 89.984142\n", " nahezu vollständig redundant\n", " \n", " \n", " 1009_R_69_10037_FH4\n", - " 0.761695\n", - " 76.169535\n", + " 0.759250\n", + " 75.925047\n", " nahezu vollständig redundant\n", " \n", " \n", " 1010_R_69_10037_FH11\n", - " 0.721836\n", - " 72.183560\n", + " 0.717865\n", + " 71.786452\n", " nahezu vollständig redundant\n", " \n", " \n", " 1011_R_69_10037_10040\n", - " 0.907520\n", - " 90.751987\n", + " 0.899844\n", + " 89.984434\n", " nahezu vollständig redundant\n", " \n", " \n", " 1012_R_69_10037_FH4\n", - " 0.761695\n", - " 76.169470\n", + " 0.759250\n", + " 75.924980\n", " nahezu vollständig redundant\n", " \n", " \n", " 1013_R_69_10037_FH11\n", - " 0.721837\n", - " 72.183659\n", + " 0.717866\n", + " 71.786552\n", " nahezu vollständig redundant\n", " \n", " \n", " 1014_R_70_10041_10040\n", - " 0.855218\n", - " 85.521847\n", + " 0.853748\n", + " 85.374761\n", " nahezu vollständig redundant\n", " \n", " \n", " 1015_R_70_10041_FH4\n", - " 0.719167\n", - " 71.916676\n", + " 0.718757\n", + " 71.875720\n", " nahezu vollständig redundant\n", " \n", " \n", " 1016_R_70_10041_10040\n", - " 0.855218\n", - " 85.521810\n", + " 0.853747\n", + " 85.374724\n", " nahezu vollständig redundant\n", " \n", " \n", " 1017_R_70_10041_FH4\n", - " 0.719170\n", - " 71.916981\n", + " 0.718760\n", + " 71.876026\n", " nahezu vollständig redundant\n", " \n", " \n", " 1018_R_70_10041_10040\n", - " 0.855217\n", - " 85.521736\n", + " 0.853746\n", + " 85.374649\n", " nahezu vollständig redundant\n", " \n", " \n", " 1019_R_70_10041_FH4\n", - " 0.719168\n", - " 71.916800\n", + " 0.718758\n", + " 71.875845\n", " nahezu vollständig redundant\n", " \n", " \n", " 1020_R_71_10007_10015\n", - " 0.669248\n", - " 66.924769\n", + " 0.669233\n", + " 66.923343\n", " gut kontrollierbar\n", " \n", " \n", " 1021_R_71_10007_FH13\n", - " 0.857294\n", - " 85.729361\n", + " 0.856241\n", + " 85.624086\n", " nahezu vollständig redundant\n", " \n", " \n", " 1022_R_71_10007_10015\n", - " 0.669252\n", - " 66.925199\n", + " 0.669238\n", + " 66.923772\n", " gut kontrollierbar\n", " \n", " \n", " 1023_R_71_10007_FH13\n", - " 0.857291\n", - " 85.729128\n", + " 0.856239\n", + " 85.623852\n", " nahezu vollständig redundant\n", " \n", " \n", " 1024_R_71_10007_10015\n", - " 0.669248\n", - " 66.924813\n", + " 0.669234\n", + " 66.923387\n", " gut kontrollierbar\n", " \n", " \n", " 1025_R_71_10007_FH13\n", - " 0.857271\n", - " 85.727105\n", + " 0.856218\n", + " 85.621813\n", " nahezu vollständig redundant\n", " \n", " \n", " 1026_R_72_10015_10007\n", - " 0.811712\n", - " 81.171170\n", + " 0.811424\n", + " 81.142433\n", " nahezu vollständig redundant\n", " \n", " \n", " 1027_R_72_10015_FH13\n", - " 0.788058\n", - " 78.805765\n", + " 0.787817\n", + " 78.781715\n", " nahezu vollständig redundant\n", " \n", " \n", " 1028_R_72_10015_10007\n", - " 0.811715\n", - " 81.171516\n", + " 0.811428\n", + " 81.142779\n", " nahezu vollständig redundant\n", " \n", " \n", " 1029_R_72_10015_FH13\n", - " 0.788058\n", - " 78.805835\n", + " 0.787818\n", + " 78.781785\n", " nahezu vollständig redundant\n", " \n", " \n", " 1030_R_72_10015_10007\n", - " 0.811715\n", - " 81.171501\n", + " 0.811428\n", + " 81.142763\n", " nahezu vollständig redundant\n", " \n", " \n", " 1031_R_72_10015_FH13\n", - " 0.788059\n", - " 78.805886\n", + " 0.787818\n", + " 78.781836\n", " nahezu vollständig redundant\n", " \n", " \n", " 1032_R_73_10008_10007\n", - " 0.799264\n", - " 79.926446\n", + " 0.799213\n", + " 79.921265\n", " nahezu vollständig redundant\n", " \n", " \n", " 1033_R_73_10008_FH13\n", - " 0.797020\n", - " 79.701992\n", + " 0.796969\n", + " 79.696899\n", " nahezu vollständig redundant\n", " \n", " \n", " 1034_R_73_10008_10007\n", - " 0.799264\n", - " 79.926391\n", + " 0.799212\n", + " 79.921211\n", " nahezu vollständig redundant\n", " \n", " \n", " 1035_R_73_10008_FH13\n", - " 0.797020\n", - " 79.702046\n", + " 0.796970\n", + " 79.696953\n", " nahezu vollständig redundant\n", " \n", " \n", " 1036_R_73_10008_10007\n", - " 0.799264\n", - " 79.926449\n", + " 0.799213\n", + " 79.921268\n", " nahezu vollständig redundant\n", " \n", " \n", " 1037_R_73_10008_FH13\n", - " 0.797020\n", - " 79.702025\n", + " 0.796969\n", + " 79.696932\n", " nahezu vollständig redundant\n", " \n", " \n", " 1038_R_74_10033_10032\n", - " 0.687861\n", - " 68.786114\n", + " 0.687856\n", + " 68.785609\n", " gut kontrollierbar\n", " \n", " \n", " 1039_R_74_10033_FH15\n", - " 0.746242\n", - " 74.624208\n", + " 0.746223\n", + " 74.622313\n", " nahezu vollständig redundant\n", " \n", " \n", " 1040_R_74_10033_10032\n", - " 0.687860\n", - " 68.785962\n", + " 0.687855\n", + " 68.785457\n", " gut kontrollierbar\n", " \n", " \n", " 1041_R_74_10033_FH15\n", - " 0.746234\n", - " 74.623397\n", + " 0.746215\n", + " 74.621501\n", " nahezu vollständig redundant\n", " \n", " \n", " 1042_R_74_10033_10032\n", - " 0.687856\n", - " 68.785555\n", + " 0.687850\n", + " 68.785050\n", " gut kontrollierbar\n", " \n", " \n", " 1043_R_74_10033_FH15\n", - " 0.746237\n", - " 74.623702\n", + " 0.746218\n", + " 74.621806\n", " nahezu vollständig redundant\n", " \n", " \n", " 1044_R_75_10032_10033\n", - " 0.831681\n", - " 83.168101\n", + " 0.831680\n", + " 83.167977\n", " nahezu vollständig redundant\n", " \n", " \n", " 1045_R_75_10032_FH15\n", - " 0.742163\n", - " 74.216270\n", + " 0.742162\n", + " 74.216214\n", " nahezu vollständig redundant\n", " \n", " \n", " 1046_R_75_10032_10033\n", - " 0.831678\n", - " 83.167814\n", + " 0.831677\n", + " 83.167690\n", " nahezu vollständig redundant\n", " \n", " \n", " 1047_R_75_10032_FH15\n", " 0.742169\n", - " 74.216942\n", + " 74.216886\n", " nahezu vollständig redundant\n", " \n", " \n", " 1048_R_75_10032_10033\n", - " 0.831680\n", - " 83.168024\n", + " 0.831679\n", + " 83.167900\n", " nahezu vollständig redundant\n", " \n", " \n", " 1049_R_75_10032_FH15\n", - " 0.742168\n", - " 74.216786\n", + " 0.742167\n", + " 74.216729\n", " nahezu vollständig redundant\n", " \n", " \n", " 54_ZW_1_10009_10006\n", - " 0.992749\n", - " 99.274936\n", + " 0.992692\n", + " 99.269230\n", " nahezu vollständig redundant\n", " \n", " \n", " 55_ZW_1_10009_10010\n", - " 0.987316\n", - " 98.731575\n", + " 0.987219\n", + " 98.721858\n", " nahezu vollständig redundant\n", " \n", " \n", " 56_ZW_1_10009_10018\n", - " 0.991611\n", - " 99.161065\n", + " 0.991491\n", + " 99.149146\n", " nahezu vollständig redundant\n", " \n", " \n", " 57_ZW_1_10009_10008\n", - " 0.985044\n", - " 98.504370\n", + " 0.983297\n", + " 98.329653\n", " nahezu vollständig redundant\n", " \n", " \n", " 58_ZW_1_10009_10006\n", - " 0.992749\n", - " 99.274923\n", + " 0.992692\n", + " 99.269217\n", " nahezu vollständig redundant\n", " \n", " \n", " 59_ZW_1_10009_10010\n", - " 0.987316\n", - " 98.731605\n", + " 0.987219\n", + " 98.721889\n", " nahezu vollständig redundant\n", " \n", " \n", " 60_ZW_1_10009_10018\n", - " 0.991611\n", - " 99.161068\n", + " 0.991491\n", + " 99.149149\n", " nahezu vollständig redundant\n", " \n", " \n", " 61_ZW_1_10009_10008\n", - " 0.985044\n", - " 98.504376\n", + " 0.983297\n", + " 98.329661\n", " nahezu vollständig redundant\n", " \n", " \n", " 62_ZW_1_10009_10006\n", - " 0.992749\n", - " 99.274949\n", + " 0.992692\n", + " 99.269244\n", " nahezu vollständig redundant\n", " \n", " \n", " 63_ZW_1_10009_10010\n", - " 0.987316\n", - " 98.731609\n", + " 0.987219\n", + " 98.721893\n", " nahezu vollständig redundant\n", " \n", " \n", " 64_ZW_1_10009_10018\n", - " 0.991611\n", - " 99.161064\n", + " 0.991491\n", + " 99.149144\n", " nahezu vollständig redundant\n", " \n", " \n", " 65_ZW_1_10009_10008\n", - " 0.985044\n", - " 98.504410\n", + " 0.983297\n", + " 98.329698\n", " nahezu vollständig redundant\n", " \n", " \n", " 66_ZW_2_10006_10009\n", - " 0.992750\n", - " 99.274999\n", + " 0.992693\n", + " 99.269294\n", " nahezu vollständig redundant\n", " \n", " \n", " 67_ZW_2_10006_10005\n", - " 0.993034\n", - " 99.303409\n", + " 0.992754\n", + " 99.275373\n", " nahezu vollständig redundant\n", " \n", " \n", " 68_ZW_2_10006_10003\n", - " 0.986485\n", - " 98.648549\n", + " 0.985871\n", + " 98.587089\n", " nahezu vollständig redundant\n", " \n", " \n", " 69_ZW_2_10006_10004\n", - " 0.991663\n", - " 99.166313\n", + " 0.991645\n", + " 99.164482\n", " nahezu vollständig redundant\n", " \n", " \n", " 70_ZW_2_10006_10010\n", - " 0.992162\n", - " 99.216249\n", + " 0.991950\n", + " 99.194971\n", " nahezu vollständig redundant\n", " \n", " \n", " 71_ZW_2_10006_10018\n", - " 0.988493\n", - " 98.849257\n", + " 0.988168\n", + " 98.816780\n", " nahezu vollständig redundant\n", " \n", " \n", " 72_ZW_2_10006_10009\n", - " 0.992750\n", - " 99.275004\n", + " 0.992693\n", + " 99.269299\n", " nahezu vollständig redundant\n", " \n", " \n", " 73_ZW_2_10006_10005\n", - " 0.993034\n", - " 99.303424\n", + " 0.992754\n", + " 99.275388\n", " nahezu vollständig redundant\n", " \n", " \n", " 74_ZW_2_10006_10003\n", - " 0.986486\n", - " 98.648551\n", + " 0.985871\n", + " 98.587091\n", " nahezu vollständig redundant\n", " \n", " \n", " 75_ZW_2_10006_10004\n", - " 0.991663\n", - " 99.166340\n", + " 0.991645\n", + " 99.164509\n", " nahezu vollständig redundant\n", " \n", " \n", " 76_ZW_2_10006_10010\n", - " 0.992162\n", - " 99.216247\n", + " 0.991950\n", + " 99.194968\n", " nahezu vollständig redundant\n", " \n", " \n", " 77_ZW_2_10006_10018\n", - " 0.988493\n", - " 98.849263\n", + " 0.988168\n", + " 98.816786\n", " nahezu vollständig redundant\n", " \n", " \n", " 78_ZW_2_10006_10009\n", - " 0.992750\n", - " 99.275002\n", + " 0.992693\n", + " 99.269297\n", " nahezu vollständig redundant\n", " \n", " \n", " 79_ZW_2_10006_10005\n", - " 0.993034\n", - " 99.303411\n", + " 0.992754\n", + " 99.275375\n", " nahezu vollständig redundant\n", " \n", " \n", " 80_ZW_2_10006_10003\n", - " 0.986486\n", - " 98.648556\n", + " 0.985871\n", + " 98.587097\n", " nahezu vollständig redundant\n", " \n", " \n", " 81_ZW_2_10006_10004\n", - " 0.991663\n", - " 99.166321\n", + " 0.991645\n", + " 99.164489\n", " nahezu vollständig redundant\n", " \n", " \n", " 82_ZW_2_10006_10010\n", - " 0.992162\n", - " 99.216249\n", + " 0.991950\n", + " 99.194971\n", " nahezu vollständig redundant\n", " \n", " \n", " 83_ZW_2_10006_10018\n", - " 0.988493\n", - " 98.849263\n", + " 0.988168\n", + " 98.816786\n", " nahezu vollständig redundant\n", " \n", " \n", " 84_ZW_3_10008_10009\n", - " 0.985046\n", - " 98.504573\n", + " 0.983299\n", + " 98.329881\n", " nahezu vollständig redundant\n", " \n", " \n", " 85_ZW_3_10008_10007\n", - " 0.992946\n", - " 99.294628\n", + " 0.992102\n", + " 99.210223\n", " nahezu vollständig redundant\n", " \n", " \n", " 86_ZW_3_10008_10005\n", - " 0.993160\n", - " 99.316035\n", + " 0.992820\n", + " 99.281992\n", " nahezu vollständig redundant\n", " \n", " \n", " 87_ZW_3_10008_10009\n", - " 0.985046\n", - " 98.504587\n", + " 0.983299\n", + " 98.329897\n", " nahezu vollständig redundant\n", " \n", " \n", " 88_ZW_3_10008_10007\n", - " 0.992946\n", - " 99.294626\n", + " 0.992102\n", + " 99.210220\n", " nahezu vollständig redundant\n", " \n", " \n", " 89_ZW_3_10008_10005\n", - " 0.993160\n", - " 99.316028\n", + " 0.992820\n", + " 99.281985\n", " nahezu vollständig redundant\n", " \n", " \n", " 90_ZW_3_10008_10009\n", - " 0.985045\n", - " 98.504540\n", + " 0.983298\n", + " 98.329844\n", " nahezu vollständig redundant\n", " \n", " \n", " 91_ZW_3_10008_10007\n", - " 0.992946\n", - " 99.294623\n", + " 0.992102\n", + " 99.210218\n", " nahezu vollständig redundant\n", " \n", " \n", " 92_ZW_3_10008_10005\n", - " 0.993160\n", - " 99.316032\n", + " 0.992820\n", + " 99.281989\n", " nahezu vollständig redundant\n", " \n", " \n", " 93_ZW_4_10005_10008\n", - " 0.993160\n", - " 99.316008\n", + " 0.992820\n", + " 99.281963\n", " nahezu vollständig redundant\n", " \n", " \n", " 94_ZW_4_10005_10003\n", - " 0.986635\n", - " 98.663542\n", + " 0.986071\n", + " 98.607118\n", " nahezu vollständig redundant\n", " \n", " \n", " 95_ZW_4_10005_10001\n", - " 0.984594\n", - " 98.459407\n", + " 0.981979\n", + " 98.197902\n", " nahezu vollständig redundant\n", " \n", " \n", " 96_ZW_4_10005_10002\n", - " 0.979045\n", - " 97.904547\n", + " 0.978822\n", + " 97.882170\n", " nahezu vollständig redundant\n", " \n", " \n", " 97_ZW_4_10005_10004\n", - " 0.986542\n", - " 98.654166\n", + " 0.986318\n", + " 98.631791\n", " nahezu vollständig redundant\n", " \n", " \n", " 98_ZW_4_10005_10006\n", - " 0.993034\n", - " 99.303378\n", + " 0.992753\n", + " 99.275340\n", " nahezu vollständig redundant\n", " \n", " \n", " 99_ZW_4_10005_10008\n", - " 0.993160\n", - " 99.316010\n", + " 0.992820\n", + " 99.281966\n", " nahezu vollständig redundant\n", " \n", " \n", " 100_ZW_4_10005_10003\n", - " 0.986636\n", - " 98.663550\n", + " 0.986071\n", + " 98.607127\n", " nahezu vollständig redundant\n", " \n", " \n", " 101_ZW_4_10005_10001\n", - " 0.984594\n", - " 98.459410\n", + " 0.981979\n", + " 98.197905\n", " nahezu vollständig redundant\n", " \n", " \n", " 102_ZW_4_10005_10002\n", - " 0.979046\n", - " 97.904551\n", + " 0.978822\n", + " 97.882174\n", " nahezu vollständig redundant\n", " \n", " \n", " 103_ZW_4_10005_10004\n", - " 0.986541\n", - " 98.654116\n", + " 0.986317\n", + " 98.631740\n", " nahezu vollständig redundant\n", " \n", " \n", " 104_ZW_4_10005_10006\n", - " 0.993034\n", - " 99.303383\n", + " 0.992753\n", + " 99.275346\n", " nahezu vollständig redundant\n", " \n", " \n", " 105_ZW_4_10005_10008\n", - " 0.993160\n", - " 99.315992\n", + " 0.992819\n", + " 99.281947\n", " nahezu vollständig redundant\n", " \n", " \n", " 106_ZW_4_10005_10003\n", - " 0.986635\n", - " 98.663539\n", + " 0.986071\n", + " 98.607116\n", " nahezu vollständig redundant\n", " \n", " \n", " 107_ZW_4_10005_10001\n", - " 0.984594\n", - " 98.459412\n", + " 0.981979\n", + " 98.197907\n", " nahezu vollständig redundant\n", " \n", " \n", " 108_ZW_4_10005_10002\n", - " 0.979045\n", - " 97.904524\n", + " 0.978821\n", + " 97.882146\n", " nahezu vollständig redundant\n", " \n", " \n", " 109_ZW_4_10005_10004\n", - " 0.986542\n", - " 98.654170\n", + " 0.986318\n", + " 98.631795\n", " nahezu vollständig redundant\n", " \n", " \n", " 110_ZW_4_10005_10006\n", - " 0.993034\n", - " 99.303380\n", + " 0.992753\n", + " 99.275342\n", " nahezu vollständig redundant\n", " \n", " \n", " 111_ZW_5_10004_10005\n", - " 0.986543\n", - " 98.654253\n", + " 0.986319\n", + " 98.631879\n", " nahezu vollständig redundant\n", " \n", " \n", " 112_ZW_5_10004_10003\n", - " 0.981123\n", - " 98.112341\n", + " 0.980665\n", + " 98.066530\n", " nahezu vollständig redundant\n", " \n", " \n", " 113_ZW_5_10004_10002\n", - " 0.986082\n", - " 98.608216\n", + " 0.986056\n", + " 98.605580\n", " nahezu vollständig redundant\n", " \n", " \n", " 114_ZW_5_10004_10006\n", - " 0.991663\n", - " 99.166303\n", + " 0.991645\n", + " 99.164472\n", " nahezu vollständig redundant\n", " \n", " \n", " 115_ZW_5_10004_10005\n", - " 0.986543\n", - " 98.654258\n", + " 0.986319\n", + " 98.631885\n", " nahezu vollständig redundant\n", " \n", " \n", " 116_ZW_5_10004_10003\n", - " 0.981123\n", - " 98.112327\n", + " 0.980665\n", + " 98.066516\n", " nahezu vollständig redundant\n", " \n", " \n", " 117_ZW_5_10004_10002\n", - " 0.986082\n", - " 98.608214\n", + " 0.986056\n", + " 98.605577\n", " nahezu vollständig redundant\n", " \n", " \n", " 118_ZW_5_10004_10006\n", - " 0.991663\n", - " 99.166300\n", + " 0.991645\n", + " 99.164468\n", " nahezu vollständig redundant\n", " \n", " \n", " 119_ZW_5_10004_10005\n", - " 0.986543\n", - " 98.654258\n", + " 0.986319\n", + " 98.631884\n", " nahezu vollständig redundant\n", " \n", " \n", " 120_ZW_5_10004_10003\n", - " 0.981123\n", - " 98.112327\n", + " 0.980665\n", + " 98.066516\n", " nahezu vollständig redundant\n", " \n", " \n", " 121_ZW_5_10004_10002\n", - " 0.986082\n", - " 98.608216\n", + " 0.986056\n", + " 98.605580\n", " nahezu vollständig redundant\n", " \n", " \n", " 122_ZW_5_10004_10006\n", - " 0.991663\n", - " 99.166303\n", + " 0.991645\n", + " 99.164472\n", " nahezu vollständig redundant\n", " \n", " \n", " 123_ZW_6_10003_10004\n", - " 0.981123\n", - " 98.112286\n", + " 0.980665\n", + " 98.066473\n", " nahezu vollständig redundant\n", " \n", " \n", " 124_ZW_6_10003_10006\n", - " 0.986485\n", - " 98.648538\n", + " 0.985871\n", + " 98.587077\n", " nahezu vollständig redundant\n", " \n", " \n", " 125_ZW_6_10003_10005\n", - " 0.986635\n", - " 98.663543\n", + " 0.986071\n", + " 98.607119\n", " nahezu vollständig redundant\n", " \n", " \n", " 126_ZW_6_10003_10007\n", - " 0.993198\n", - " 99.319822\n", + " 0.992982\n", + " 99.298225\n", " nahezu vollständig redundant\n", " \n", " \n", " 127_ZW_6_10003_10016\n", - " 0.988594\n", - " 98.859428\n", + " 0.987792\n", + " 98.779170\n", " nahezu vollständig redundant\n", " \n", " \n", " 128_ZW_6_10003_10001\n", - " 0.988617\n", - " 98.861651\n", + " 0.987366\n", + " 98.736641\n", " nahezu vollständig redundant\n", " \n", " \n", " 129_ZW_6_10003_10002\n", - " 0.973786\n", - " 97.378613\n", + " 0.973501\n", + " 97.350144\n", " nahezu vollständig redundant\n", " \n", " \n", " 130_ZW_6_10003_10004\n", - " 0.981123\n", - " 98.112314\n", + " 0.980665\n", + " 98.066502\n", " nahezu vollständig redundant\n", " \n", " \n", " 131_ZW_6_10003_10006\n", - " 0.986485\n", - " 98.648524\n", + " 0.985871\n", + " 98.587063\n", " nahezu vollständig redundant\n", " \n", " \n", " 132_ZW_6_10003_10005\n", - " 0.986636\n", - " 98.663551\n", + " 0.986071\n", + " 98.607128\n", " nahezu vollständig redundant\n", " \n", " \n", " 133_ZW_6_10003_10007\n", - " 0.993198\n", - " 99.319821\n", + " 0.992982\n", + " 99.298224\n", " nahezu vollständig redundant\n", " \n", " \n", " 134_ZW_6_10003_10016\n", - " 0.988594\n", - " 98.859436\n", + " 0.987792\n", + " 98.779178\n", " nahezu vollständig redundant\n", " \n", " \n", " 135_ZW_6_10003_10001\n", - " 0.988616\n", - " 98.861643\n", + " 0.987366\n", + " 98.736632\n", " nahezu vollständig redundant\n", " \n", " \n", " 136_ZW_6_10003_10002\n", - " 0.973786\n", - " 97.378581\n", + " 0.973501\n", + " 97.350112\n", " nahezu vollständig redundant\n", " \n", " \n", " 137_ZW_6_10003_10004\n", - " 0.981123\n", - " 98.112297\n", + " 0.980665\n", + " 98.066484\n", " nahezu vollständig redundant\n", " \n", " \n", " 138_ZW_6_10003_10006\n", - " 0.986485\n", - " 98.648534\n", + " 0.985871\n", + " 98.587073\n", " nahezu vollständig redundant\n", " \n", " \n", " 139_ZW_6_10003_10005\n", - " 0.986635\n", - " 98.663532\n", + " 0.986071\n", + " 98.607108\n", " nahezu vollständig redundant\n", " \n", " \n", " 140_ZW_6_10003_10007\n", - " 0.993198\n", - " 99.319805\n", + " 0.992982\n", + " 99.298207\n", " nahezu vollständig redundant\n", " \n", " \n", " 141_ZW_6_10003_10016\n", - " 0.988594\n", - " 98.859434\n", + " 0.987792\n", + " 98.779176\n", " nahezu vollständig redundant\n", " \n", " \n", " 142_ZW_6_10003_10001\n", - " 0.988617\n", - " 98.861658\n", + " 0.987366\n", + " 98.736649\n", " nahezu vollständig redundant\n", " \n", " \n", " 143_ZW_6_10003_10002\n", - " 0.973786\n", - " 97.378589\n", + " 0.973501\n", + " 97.350120\n", " nahezu vollständig redundant\n", " \n", " \n", " 144_ZW_7_10002_10003\n", - " 0.973787\n", - " 97.378684\n", + " 0.973502\n", + " 97.350217\n", " nahezu vollständig redundant\n", " \n", " \n", " 145_ZW_7_10002_10001\n", - " 0.970788\n", - " 97.078755\n", + " 0.968839\n", + " 96.883940\n", " nahezu vollständig redundant\n", " \n", " \n", " 146_ZW_7_10002_10004\n", - " 0.986082\n", - " 98.608234\n", + " 0.986056\n", + " 98.605598\n", " nahezu vollständig redundant\n", " \n", " \n", " 147_ZW_7_10002_10006\n", - " 0.983130\n", - " 98.312981\n", + " 0.983050\n", + " 98.305026\n", " nahezu vollständig redundant\n", " \n", " \n", " 148_ZW_7_10002_10005\n", - " 0.979046\n", - " 97.904572\n", + " 0.978822\n", + " 97.882195\n", " nahezu vollständig redundant\n", " \n", " \n", " 149_ZW_7_10002_10003\n", - " 0.973787\n", - " 97.378718\n", + " 0.973503\n", + " 97.350250\n", " nahezu vollständig redundant\n", " \n", " \n", " 150_ZW_7_10002_10001\n", - " 0.970787\n", - " 97.078737\n", + " 0.968839\n", + " 96.883920\n", " nahezu vollständig redundant\n", " \n", " \n", " 151_ZW_7_10002_10004\n", - " 0.986082\n", - " 98.608236\n", + " 0.986056\n", + " 98.605599\n", " nahezu vollständig redundant\n", " \n", " \n", " 152_ZW_7_10002_10006\n", - " 0.983130\n", - " 98.312983\n", + " 0.983050\n", + " 98.305028\n", " nahezu vollständig redundant\n", " \n", " \n", " 153_ZW_7_10002_10005\n", - " 0.979046\n", - " 97.904581\n", + " 0.978822\n", + " 97.882205\n", " nahezu vollständig redundant\n", " \n", " \n", " 154_ZW_7_10002_10003\n", - " 0.973787\n", - " 97.378692\n", + " 0.973502\n", + " 97.350225\n", " nahezu vollständig redundant\n", " \n", " \n", " 155_ZW_7_10002_10001\n", - " 0.970788\n", - " 97.078755\n", + " 0.968839\n", + " 96.883940\n", " nahezu vollständig redundant\n", " \n", " \n", " 156_ZW_7_10002_10004\n", - " 0.986082\n", - " 98.608222\n", + " 0.986056\n", + " 98.605585\n", " nahezu vollständig redundant\n", " \n", " \n", " 157_ZW_7_10002_10006\n", - " 0.983130\n", - " 98.312993\n", + " 0.983050\n", + " 98.305038\n", " nahezu vollständig redundant\n", " \n", " \n", " 158_ZW_7_10002_10005\n", - " 0.979046\n", - " 97.904572\n", + " 0.978822\n", + " 97.882196\n", " nahezu vollständig redundant\n", " \n", " \n", " 159_ZW_8_10001_10002\n", - " 0.970787\n", - " 97.078651\n", + " 0.968838\n", + " 96.883828\n", " nahezu vollständig redundant\n", " \n", " \n", " 160_ZW_8_10001_10005\n", - " 0.984594\n", - " 98.459399\n", + " 0.981979\n", + " 98.197892\n", " nahezu vollständig redundant\n", " \n", " \n", " 161_ZW_8_10001_10003\n", - " 0.988616\n", - " 98.861648\n", + " 0.987366\n", + " 98.736637\n", " nahezu vollständig redundant\n", " \n", " \n", " 162_ZW_8_10001_10011\n", - " 0.987422\n", - " 98.742228\n", + " 0.986263\n", + " 98.626270\n", " nahezu vollständig redundant\n", " \n", " \n", " 163_ZW_8_10001_10002\n", - " 0.970787\n", - " 97.078688\n", + " 0.968839\n", + " 96.883868\n", " nahezu vollständig redundant\n", " \n", " \n", " 164_ZW_8_10001_10005\n", - " 0.984594\n", - " 98.459413\n", + " 0.981979\n", + " 98.197908\n", " nahezu vollständig redundant\n", " \n", " \n", " 165_ZW_8_10001_10003\n", - " 0.988617\n", - " 98.861660\n", + " 0.987367\n", + " 98.736651\n", " nahezu vollständig redundant\n", " \n", " \n", " 166_ZW_8_10001_10011\n", - " 0.987422\n", - " 98.742231\n", + " 0.986263\n", + " 98.626273\n", " nahezu vollständig redundant\n", " \n", " \n", " 167_ZW_8_10001_10002\n", - " 0.970787\n", - " 97.078687\n", + " 0.968839\n", + " 96.883867\n", " nahezu vollständig redundant\n", " \n", " \n", " 168_ZW_8_10001_10005\n", - " 0.984594\n", - " 98.459405\n", + " 0.981979\n", + " 98.197899\n", " nahezu vollständig redundant\n", " \n", " \n", " 169_ZW_8_10001_10003\n", - " 0.988617\n", - " 98.861665\n", + " 0.987367\n", + " 98.736656\n", " nahezu vollständig redundant\n", " \n", " \n", " 170_ZW_8_10001_10011\n", - " 0.987422\n", - " 98.742232\n", + " 0.986263\n", + " 98.626274\n", " nahezu vollständig redundant\n", " \n", " \n", " 171_ZW_9_10010_10006\n", - " 0.992163\n", - " 99.216308\n", + " 0.991950\n", + " 99.195031\n", " nahezu vollständig redundant\n", " \n", " \n", " 172_ZW_9_10010_10026\n", - " 0.989273\n", - " 98.927263\n", + " 0.988741\n", + " 98.874148\n", " nahezu vollständig redundant\n", " \n", " \n", " 173_ZW_9_10010_10027\n", - " 0.983350\n", - " 98.335033\n", + " 0.982640\n", + " 98.263968\n", " nahezu vollständig redundant\n", " \n", " \n", " 174_ZW_9_10010_10018\n", - " 0.984426\n", - " 98.442638\n", + " 0.984305\n", + " 98.430459\n", " nahezu vollständig redundant\n", " \n", " \n", " 175_ZW_9_10010_10009\n", - " 0.987317\n", - " 98.731744\n", + " 0.987220\n", + " 98.722029\n", " nahezu vollständig redundant\n", " \n", " \n", " 176_ZW_9_10010_10006\n", - " 0.992163\n", - " 99.216310\n", + " 0.991950\n", + " 99.195033\n", " nahezu vollständig redundant\n", " \n", " \n", " 177_ZW_9_10010_10026\n", - " 0.989273\n", - " 98.927266\n", + " 0.988742\n", + " 98.874152\n", " nahezu vollständig redundant\n", " \n", " \n", " 178_ZW_9_10010_10027\n", - " 0.983350\n", - " 98.335042\n", + " 0.982640\n", + " 98.263977\n", " nahezu vollständig redundant\n", " \n", " \n", " 179_ZW_9_10010_10018\n", - " 0.984426\n", - " 98.442628\n", + " 0.984304\n", + " 98.430449\n", " nahezu vollständig redundant\n", " \n", " \n", " 180_ZW_9_10010_10009\n", - " 0.987318\n", - " 98.731761\n", + " 0.987220\n", + " 98.722045\n", " nahezu vollständig redundant\n", " \n", " \n", " 181_ZW_9_10010_10006\n", - " 0.992163\n", - " 99.216298\n", + " 0.991950\n", + " 99.195021\n", " nahezu vollständig redundant\n", " \n", " \n", " 182_ZW_9_10010_10026\n", - " 0.989273\n", - " 98.927252\n", + " 0.988741\n", + " 98.874137\n", " nahezu vollständig redundant\n", " \n", " \n", " 183_ZW_9_10010_10027\n", - " 0.983350\n", - " 98.335048\n", + " 0.982640\n", + " 98.263983\n", " nahezu vollständig redundant\n", " \n", " \n", " 184_ZW_9_10010_10018\n", - " 0.984426\n", - " 98.442623\n", + " 0.984304\n", + " 98.430444\n", " nahezu vollständig redundant\n", " \n", " \n", " 185_ZW_9_10010_10009\n", - " 0.987318\n", - " 98.731765\n", + " 0.987220\n", + " 98.722049\n", " nahezu vollständig redundant\n", " \n", " \n", " 186_ZW_10_10018_10010\n", - " 0.984425\n", - " 98.442523\n", + " 0.984303\n", + " 98.430343\n", " nahezu vollständig redundant\n", " \n", " \n", " 187_ZW_10_10018_10026\n", - " 0.983425\n", - " 98.342524\n", + " 0.982680\n", + " 98.268002\n", " nahezu vollständig redundant\n", " \n", " \n", " 188_ZW_10_10018_10043\n", - " 0.979666\n", - " 97.966558\n", + " 0.978935\n", + " 97.893451\n", " nahezu vollständig redundant\n", " \n", " \n", " 189_ZW_10_10018_10027\n", - " 0.987845\n", - " 98.784481\n", + " 0.987517\n", + " 98.751685\n", " nahezu vollständig redundant\n", " \n", " \n", " 190_ZW_10_10018_10009\n", - " 0.991611\n", - " 99.161064\n", + " 0.991491\n", + " 99.149145\n", " nahezu vollständig redundant\n", " \n", " \n", " 191_ZW_10_10018_10010\n", - " 0.984425\n", - " 98.442514\n", + " 0.984303\n", + " 98.430333\n", " nahezu vollständig redundant\n", " \n", " \n", " 192_ZW_10_10018_10026\n", - " 0.983425\n", - " 98.342501\n", + " 0.982680\n", + " 98.267977\n", " nahezu vollständig redundant\n", " \n", " \n", " 193_ZW_10_10018_10043\n", - " 0.979666\n", - " 97.966553\n", + " 0.978934\n", + " 97.893445\n", " nahezu vollständig redundant\n", " \n", " \n", " 194_ZW_10_10018_10027\n", - " 0.987845\n", - " 98.784482\n", + " 0.987517\n", + " 98.751687\n", " nahezu vollständig redundant\n", " \n", " \n", " 195_ZW_10_10018_10009\n", - " 0.991611\n", - " 99.161065\n", + " 0.991491\n", + " 99.149146\n", " nahezu vollständig redundant\n", " \n", " \n", " 196_ZW_10_10018_10010\n", - " 0.984425\n", - " 98.442508\n", + " 0.984303\n", + " 98.430328\n", " nahezu vollständig redundant\n", " \n", " \n", " 197_ZW_10_10018_10026\n", - " 0.983425\n", - " 98.342520\n", + " 0.982680\n", + " 98.267997\n", " nahezu vollständig redundant\n", " \n", " \n", " 198_ZW_10_10018_10043\n", - " 0.979666\n", - " 97.966558\n", + " 0.978935\n", + " 97.893451\n", " nahezu vollständig redundant\n", " \n", " \n", " 199_ZW_10_10018_10027\n", - " 0.987845\n", - " 98.784475\n", + " 0.987517\n", + " 98.751679\n", " nahezu vollständig redundant\n", " \n", " \n", " 200_ZW_10_10018_10009\n", - " 0.991611\n", - " 99.161062\n", + " 0.991491\n", + " 99.149143\n", " nahezu vollständig redundant\n", " \n", " \n", " 201_ZW_11_10026_10018\n", - " 0.983428\n", - " 98.342776\n", + " 0.982683\n", + " 98.268265\n", " nahezu vollständig redundant\n", " \n", " \n", " 202_ZW_11_10026_10010\n", - " 0.989273\n", - " 98.927284\n", + " 0.988742\n", + " 98.874170\n", " nahezu vollständig redundant\n", " \n", " \n", " 203_ZW_11_10026_10043\n", - " 0.988444\n", - " 98.844402\n", + " 0.987715\n", + " 98.771471\n", " nahezu vollständig redundant\n", " \n", " \n", " 204_ZW_11_10026_10044\n", - " 0.989657\n", - " 98.965656\n", + " 0.984472\n", + " 98.447152\n", " nahezu vollständig redundant\n", " \n", " \n", " 205_ZW_11_10026_10027\n", - " 0.983942\n", - " 98.394165\n", + " 0.982995\n", + " 98.299548\n", " nahezu vollständig redundant\n", " \n", " \n", " 206_ZW_11_10026_10021\n", - " 0.993077\n", - " 99.307656\n", + " 0.993034\n", + " 99.303376\n", " nahezu vollständig redundant\n", " \n", " \n", " 207_ZW_11_10026_10020\n", - " 0.993434\n", - " 99.343400\n", + " 0.993296\n", + " 99.329632\n", " nahezu vollständig redundant\n", " \n", " \n", " 208_ZW_11_10026_10018\n", - " 0.983428\n", - " 98.342792\n", + " 0.982683\n", + " 98.268282\n", " nahezu vollständig redundant\n", " \n", " \n", " 209_ZW_11_10026_10010\n", - " 0.989273\n", - " 98.927292\n", + " 0.988742\n", + " 98.874179\n", " nahezu vollständig redundant\n", " \n", " \n", " 210_ZW_11_10026_10043\n", - " 0.988444\n", - " 98.844408\n", + " 0.987715\n", + " 98.771477\n", " nahezu vollständig redundant\n", " \n", " \n", " 211_ZW_11_10026_10044\n", - " 0.989657\n", - " 98.965658\n", + " 0.984472\n", + " 98.447155\n", " nahezu vollständig redundant\n", " \n", " \n", " 212_ZW_11_10026_10027\n", - " 0.983942\n", - " 98.394165\n", + " 0.982995\n", + " 98.299548\n", " nahezu vollständig redundant\n", " \n", " \n", " 213_ZW_11_10026_10021\n", - " 0.993077\n", - " 99.307656\n", + " 0.993034\n", + " 99.303376\n", " nahezu vollständig redundant\n", " \n", " \n", " 214_ZW_11_10026_10020\n", - " 0.993434\n", - " 99.343398\n", + " 0.993296\n", + " 99.329630\n", " nahezu vollständig redundant\n", " \n", " \n", " 215_ZW_11_10026_10018\n", - " 0.983428\n", - " 98.342787\n", + " 0.982683\n", + " 98.268276\n", " nahezu vollständig redundant\n", " \n", " \n", " 216_ZW_11_10026_10010\n", - " 0.989273\n", - " 98.927284\n", + " 0.988742\n", + " 98.874170\n", " nahezu vollständig redundant\n", " \n", " \n", " 217_ZW_11_10026_10043\n", - " 0.988444\n", - " 98.844400\n", + " 0.987715\n", + " 98.771468\n", " nahezu vollständig redundant\n", " \n", " \n", " 218_ZW_11_10026_10044\n", - " 0.989657\n", - " 98.965658\n", + " 0.984472\n", + " 98.447154\n", " nahezu vollständig redundant\n", " \n", " \n", " 219_ZW_11_10026_10027\n", - " 0.983941\n", - " 98.394142\n", + " 0.982995\n", + " 98.299524\n", " nahezu vollständig redundant\n", " \n", " \n", " 220_ZW_11_10026_10021\n", - " 0.993076\n", - " 99.307648\n", + " 0.993034\n", + " 99.303369\n", " nahezu vollständig redundant\n", " \n", " \n", " 221_ZW_11_10026_10020\n", - " 0.993434\n", - " 99.343394\n", + " 0.993296\n", + " 99.329626\n", " nahezu vollständig redundant\n", " \n", " \n", " 222_ZW_12_10021_10026\n", - " 0.993077\n", - " 99.307664\n", + " 0.993034\n", + " 99.303385\n", " nahezu vollständig redundant\n", " \n", " \n", " 223_ZW_12_10021_10024\n", - " 0.988223\n", - " 98.822282\n", + " 0.988142\n", + " 98.814153\n", " nahezu vollständig redundant\n", " \n", " \n", " 224_ZW_12_10021_10025\n", - " 0.987227\n", - " 98.722694\n", + " 0.987061\n", + " 98.706050\n", " nahezu vollständig redundant\n", " \n", " \n", " 225_ZW_12_10021_10022\n", - " 0.993718\n", - " 99.371800\n", + " 0.993706\n", + " 99.370604\n", " nahezu vollständig redundant\n", " \n", " \n", " 226_ZW_12_10021_10023\n", - " 0.990174\n", - " 99.017369\n", + " 0.990136\n", + " 99.013596\n", " nahezu vollständig redundant\n", " \n", " \n", " 227_ZW_12_10021_10020\n", - " 0.989262\n", - " 98.926202\n", + " 0.989225\n", + " 98.922517\n", " nahezu vollständig redundant\n", " \n", " \n", " 228_ZW_12_10021_10019\n", - " 0.986614\n", - " 98.661383\n", + " 0.986335\n", + " 98.633540\n", " nahezu vollständig redundant\n", " \n", " \n", " 229_ZW_12_10021_10026\n", - " 0.993077\n", - " 99.307665\n", + " 0.993034\n", + " 99.303386\n", " nahezu vollständig redundant\n", " \n", " \n", " 230_ZW_12_10021_10024\n", - " 0.988223\n", - " 98.822287\n", + " 0.988142\n", + " 98.814158\n", " nahezu vollständig redundant\n", " \n", " \n", " 231_ZW_12_10021_10025\n", - " 0.987227\n", - " 98.722698\n", + " 0.987061\n", + " 98.706054\n", " nahezu vollständig redundant\n", " \n", " \n", " 232_ZW_12_10021_10022\n", - " 0.993718\n", - " 99.371765\n", + " 0.993706\n", + " 99.370569\n", " nahezu vollständig redundant\n", " \n", " \n", " 233_ZW_12_10021_10023\n", - " 0.990173\n", - " 99.017338\n", + " 0.990136\n", + " 99.013565\n", " nahezu vollständig redundant\n", " \n", " \n", " 234_ZW_12_10021_10020\n", - " 0.989262\n", - " 98.926244\n", + " 0.989226\n", + " 98.922559\n", " nahezu vollständig redundant\n", " \n", " \n", " 235_ZW_12_10021_10019\n", - " 0.986614\n", - " 98.661379\n", + " 0.986335\n", + " 98.633535\n", " nahezu vollständig redundant\n", " \n", " \n", " 236_ZW_12_10021_10026\n", - " 0.993077\n", - " 99.307664\n", + " 0.993034\n", + " 99.303385\n", " nahezu vollständig redundant\n", " \n", " \n", " 237_ZW_12_10021_10024\n", - " 0.988223\n", - " 98.822272\n", + " 0.988141\n", + " 98.814143\n", " nahezu vollständig redundant\n", " \n", " \n", " 238_ZW_12_10021_10025\n", - " 0.987227\n", - " 98.722694\n", + " 0.987061\n", + " 98.706050\n", " nahezu vollständig redundant\n", " \n", " \n", " 239_ZW_12_10021_10022\n", - " 0.993718\n", - " 99.371766\n", + " 0.993706\n", + " 99.370570\n", " nahezu vollständig redundant\n", " \n", " \n", " 240_ZW_12_10021_10023\n", - " 0.990173\n", - " 99.017307\n", + " 0.990135\n", + " 99.013534\n", " nahezu vollständig redundant\n", " \n", " \n", " 241_ZW_12_10021_10020\n", - " 0.989262\n", - " 98.926231\n", + " 0.989225\n", + " 98.922546\n", " nahezu vollständig redundant\n", " \n", " \n", " 242_ZW_12_10021_10019\n", - " 0.986614\n", - " 98.661376\n", + " 0.986335\n", + " 98.633532\n", " nahezu vollständig redundant\n", " \n", " \n", " 243_ZW_13_10020_10021\n", - " 0.989263\n", - " 98.926316\n", + " 0.989226\n", + " 98.922631\n", " nahezu vollständig redundant\n", " \n", " \n", " 244_ZW_13_10020_10022\n", - " 0.986539\n", - " 98.653871\n", + " 0.986518\n", + " 98.651783\n", " nahezu vollständig redundant\n", " \n", " \n", " 245_ZW_13_10020_10024\n", - " 0.984936\n", - " 98.493639\n", + " 0.984887\n", + " 98.488685\n", " nahezu vollständig redundant\n", " \n", " \n", " 246_ZW_13_10020_10025\n", - " 0.985491\n", - " 98.549087\n", + " 0.985381\n", + " 98.538142\n", " nahezu vollständig redundant\n", " \n", " \n", " 247_ZW_13_10020_10023\n", - " 0.985202\n", - " 98.520178\n", + " 0.985176\n", + " 98.517558\n", " nahezu vollständig redundant\n", " \n", " \n", " 248_ZW_13_10020_10019\n", - " 0.993284\n", - " 99.328405\n", + " 0.993168\n", + " 99.316794\n", " nahezu vollständig redundant\n", " \n", " \n", " 249_ZW_13_10020_10026\n", - " 0.993434\n", - " 99.343417\n", + " 0.993297\n", + " 99.329650\n", " nahezu vollständig redundant\n", " \n", " \n", " 250_ZW_13_10020_10021\n", - " 0.989263\n", - " 98.926315\n", + " 0.989226\n", + " 98.922630\n", " nahezu vollständig redundant\n", " \n", " \n", " 251_ZW_13_10020_10022\n", - " 0.986538\n", - " 98.653826\n", + " 0.986517\n", + " 98.651738\n", " nahezu vollständig redundant\n", " \n", " \n", " 252_ZW_13_10020_10024\n", - " 0.984936\n", - " 98.493632\n", + " 0.984887\n", + " 98.488678\n", " nahezu vollständig redundant\n", " \n", " \n", " 253_ZW_13_10020_10025\n", - " 0.985491\n", - " 98.549084\n", + " 0.985381\n", + " 98.538139\n", " nahezu vollständig redundant\n", " \n", " \n", " 254_ZW_13_10020_10023\n", - " 0.985202\n", - " 98.520189\n", + " 0.985176\n", + " 98.517569\n", " nahezu vollständig redundant\n", " \n", " \n", " 255_ZW_13_10020_10019\n", - " 0.993284\n", - " 99.328406\n", + " 0.993168\n", + " 99.316795\n", " nahezu vollständig redundant\n", " \n", " \n", " 256_ZW_13_10020_10026\n", - " 0.993434\n", - " 99.343416\n", + " 0.993296\n", + " 99.329648\n", " nahezu vollständig redundant\n", " \n", " \n", " 257_ZW_13_10020_10021\n", - " 0.989264\n", - " 98.926407\n", + " 0.989227\n", + " 98.922723\n", " nahezu vollständig redundant\n", " \n", " \n", " 258_ZW_13_10020_10022\n", - " 0.986538\n", - " 98.653779\n", + " 0.986517\n", + " 98.651690\n", " nahezu vollständig redundant\n", " \n", " \n", " 259_ZW_13_10020_10024\n", - " 0.984936\n", - " 98.493638\n", + " 0.984887\n", + " 98.488684\n", " nahezu vollständig redundant\n", " \n", " \n", " 260_ZW_13_10020_10025\n", - " 0.985491\n", - " 98.549087\n", + " 0.985381\n", + " 98.538142\n", " nahezu vollständig redundant\n", " \n", " \n", " 261_ZW_13_10020_10023\n", - " 0.985202\n", - " 98.520232\n", + " 0.985176\n", + " 98.517612\n", " nahezu vollständig redundant\n", " \n", " \n", " 262_ZW_13_10020_10019\n", - " 0.993284\n", - " 99.328411\n", + " 0.993168\n", + " 99.316800\n", " nahezu vollständig redundant\n", " \n", " \n", " 263_ZW_13_10020_10026\n", - " 0.993434\n", - " 99.343405\n", + " 0.993296\n", + " 99.329637\n", " nahezu vollständig redundant\n", " \n", " \n", " 264_ZW_14_10019_10020\n", - " 0.993284\n", - " 99.328416\n", + " 0.993168\n", + " 99.316806\n", " nahezu vollständig redundant\n", " \n", " \n", " 265_ZW_14_10019_10033\n", - " 0.984875\n", - " 98.487506\n", + " 0.984688\n", + " 98.468846\n", " nahezu vollständig redundant\n", " \n", " \n", " 266_ZW_14_10019_10017\n", - " 0.992925\n", - " 99.292460\n", + " 0.992753\n", + " 99.275284\n", " nahezu vollständig redundant\n", " \n", " \n", " 267_ZW_14_10019_10026\n", - " 0.990318\n", - " 99.031790\n", + " 0.989824\n", + " 98.982442\n", " nahezu vollständig redundant\n", " \n", " \n", " 268_ZW_14_10019_10021\n", - " 0.986614\n", - " 98.661428\n", + " 0.986336\n", + " 98.633586\n", " nahezu vollständig redundant\n", " \n", " \n", " 269_ZW_14_10019_10020\n", - " 0.993284\n", - " 99.328425\n", + " 0.993168\n", + " 99.316815\n", " nahezu vollständig redundant\n", " \n", " \n", " 270_ZW_14_10019_10033\n", - " 0.984875\n", - " 98.487503\n", + " 0.984688\n", + " 98.468843\n", " nahezu vollständig redundant\n", " \n", " \n", " 271_ZW_14_10019_10017\n", - " 0.992925\n", - " 99.292472\n", + " 0.992753\n", + " 99.275295\n", " nahezu vollständig redundant\n", " \n", " \n", " 272_ZW_14_10019_10026\n", - " 0.990318\n", - " 99.031791\n", + " 0.989824\n", + " 98.982444\n", " nahezu vollständig redundant\n", " \n", " \n", " 273_ZW_14_10019_10021\n", - " 0.986614\n", - " 98.661431\n", + " 0.986336\n", + " 98.633588\n", " nahezu vollständig redundant\n", " \n", " \n", " 274_ZW_14_10019_10020\n", - " 0.993284\n", - " 99.328416\n", + " 0.993168\n", + " 99.316806\n", " nahezu vollständig redundant\n", " \n", " \n", " 275_ZW_14_10019_10033\n", - " 0.984875\n", - " 98.487517\n", + " 0.984689\n", + " 98.468857\n", " nahezu vollständig redundant\n", " \n", " \n", " 276_ZW_14_10019_10017\n", - " 0.992924\n", - " 99.292445\n", + " 0.992753\n", + " 99.275268\n", " nahezu vollständig redundant\n", " \n", " \n", " 277_ZW_14_10019_10026\n", - " 0.990318\n", - " 99.031773\n", + " 0.989824\n", + " 98.982425\n", " nahezu vollständig redundant\n", " \n", " \n", " 278_ZW_14_10019_10021\n", - " 0.986614\n", - " 98.661415\n", + " 0.986336\n", + " 98.633572\n", " nahezu vollständig redundant\n", " \n", " \n", " 279_ZW_15_10027_10026\n", - " 0.983943\n", - " 98.394252\n", + " 0.982996\n", + " 98.299640\n", " nahezu vollständig redundant\n", " \n", " \n", " 280_ZW_15_10027_10010\n", - " 0.983350\n", - " 98.335023\n", + " 0.982640\n", + " 98.263957\n", " nahezu vollständig redundant\n", " \n", " \n", " 281_ZW_15_10027_10018\n", - " 0.987844\n", - " 98.784433\n", + " 0.987516\n", + " 98.751636\n", " nahezu vollständig redundant\n", " \n", " \n", " 282_ZW_15_10027_10043\n", - " 0.979118\n", - " 97.911764\n", + " 0.978825\n", + " 97.882451\n", " nahezu vollständig redundant\n", " \n", " \n", " 283_ZW_15_10027_10044\n", - " 0.984761\n", - " 98.476113\n", + " 0.982093\n", + " 98.209286\n", " nahezu vollständig redundant\n", " \n", " \n", " 284_ZW_15_10027_10025\n", - " 0.976597\n", - " 97.659709\n", + " 0.976232\n", + " 97.623218\n", " nahezu vollständig redundant\n", " \n", " \n", " 285_ZW_15_10027_10026\n", - " 0.983942\n", - " 98.394232\n", + " 0.982996\n", + " 98.299619\n", " nahezu vollständig redundant\n", " \n", " \n", " 286_ZW_15_10027_10010\n", - " 0.983350\n", - " 98.335018\n", + " 0.982640\n", + " 98.263952\n", " nahezu vollständig redundant\n", " \n", " \n", " 287_ZW_15_10027_10018\n", - " 0.987845\n", - " 98.784454\n", + " 0.987517\n", + " 98.751658\n", " nahezu vollständig redundant\n", " \n", " \n", " 288_ZW_15_10027_10043\n", - " 0.979118\n", - " 97.911751\n", + " 0.978824\n", + " 97.882437\n", " nahezu vollständig redundant\n", " \n", " \n", " 289_ZW_15_10027_10044\n", - " 0.984761\n", - " 98.476113\n", + " 0.982093\n", + " 98.209286\n", " nahezu vollständig redundant\n", " \n", " \n", " 290_ZW_15_10027_10025\n", - " 0.976597\n", - " 97.659720\n", + " 0.976232\n", + " 97.623229\n", " nahezu vollständig redundant\n", " \n", " \n", " 291_ZW_15_10027_10026\n", - " 0.983942\n", - " 98.394213\n", + " 0.982996\n", + " 98.299599\n", " nahezu vollständig redundant\n", " \n", " \n", " 292_ZW_15_10027_10010\n", - " 0.983350\n", - " 98.335019\n", + " 0.982640\n", + " 98.263952\n", " nahezu vollständig redundant\n", " \n", " \n", " 293_ZW_15_10027_10018\n", - " 0.987844\n", - " 98.784447\n", + " 0.987516\n", + " 98.751650\n", " nahezu vollständig redundant\n", " \n", " \n", " 294_ZW_15_10027_10043\n", - " 0.979117\n", - " 97.911729\n", + " 0.978824\n", + " 97.882415\n", " nahezu vollständig redundant\n", " \n", " \n", " 295_ZW_15_10027_10044\n", - " 0.984761\n", - " 98.476110\n", + " 0.982093\n", + " 98.209282\n", " nahezu vollständig redundant\n", " \n", " \n", " 296_ZW_15_10027_10025\n", - " 0.976598\n", - " 97.659799\n", + " 0.976233\n", + " 97.623309\n", " nahezu vollständig redundant\n", " \n", " \n", " 297_ZW_16_10022_10021\n", - " 0.993719\n", - " 99.371880\n", + " 0.993707\n", + " 99.370684\n", " nahezu vollständig redundant\n", " \n", " \n", " 298_ZW_16_10022_10024\n", - " 0.990193\n", - " 99.019318\n", + " 0.990162\n", + " 99.016210\n", " nahezu vollständig redundant\n", " \n", " \n", " 299_ZW_16_10022_10025\n", - " 0.987867\n", - " 98.786713\n", + " 0.987777\n", + " 98.777687\n", " nahezu vollständig redundant\n", " \n", " \n", " 300_ZW_16_10022_10023\n", - " 0.993857\n", - " 99.385735\n", + " 0.993850\n", + " 99.385002\n", " nahezu vollständig redundant\n", " \n", " \n", " 301_ZW_16_10022_10020\n", - " 0.986539\n", - " 98.653860\n", + " 0.986518\n", + " 98.651772\n", " nahezu vollständig redundant\n", " \n", " \n", " 302_ZW_16_10022_10021\n", - " 0.993719\n", - " 99.371852\n", + " 0.993707\n", + " 99.370656\n", " nahezu vollständig redundant\n", " \n", " \n", " 303_ZW_16_10022_10024\n", - " 0.990193\n", - " 99.019271\n", + " 0.990162\n", + " 99.016162\n", " nahezu vollständig redundant\n", " \n", " \n", " 304_ZW_16_10022_10025\n", - " 0.987867\n", - " 98.786721\n", + " 0.987777\n", + " 98.777695\n", " nahezu vollständig redundant\n", " \n", " \n", " 305_ZW_16_10022_10023\n", - " 0.993857\n", - " 99.385735\n", + " 0.993850\n", + " 99.385002\n", " nahezu vollständig redundant\n", " \n", " \n", " 306_ZW_16_10022_10020\n", - " 0.986538\n", - " 98.653783\n", + " 0.986517\n", + " 98.651695\n", " nahezu vollständig redundant\n", " \n", " \n", " 307_ZW_16_10022_10021\n", - " 0.993719\n", - " 99.371856\n", + " 0.993707\n", + " 99.370660\n", " nahezu vollständig redundant\n", " \n", " \n", " 308_ZW_16_10022_10024\n", - " 0.990192\n", - " 99.019241\n", + " 0.990161\n", + " 99.016132\n", " nahezu vollständig redundant\n", " \n", " \n", " 309_ZW_16_10022_10025\n", - " 0.987867\n", - " 98.786712\n", + " 0.987777\n", + " 98.777686\n", " nahezu vollständig redundant\n", " \n", " \n", " 310_ZW_16_10022_10023\n", - " 0.993857\n", - " 99.385695\n", + " 0.993850\n", + " 99.384962\n", " nahezu vollständig redundant\n", " \n", " \n", " 311_ZW_16_10022_10020\n", - " 0.986538\n", - " 98.653814\n", + " 0.986517\n", + " 98.651726\n", " nahezu vollständig redundant\n", " \n", " \n", " 312_ZW_17_10023_10022\n", - " 0.993857\n", - " 99.385725\n", + " 0.993850\n", + " 99.384992\n", " nahezu vollständig redundant\n", " \n", " \n", " 313_ZW_17_10023_10024\n", - " 0.993633\n", - " 99.363256\n", + " 0.993624\n", + " 99.362419\n", " nahezu vollständig redundant\n", " \n", " \n", " 314_ZW_17_10023_10025\n", - " 0.989634\n", - " 98.963420\n", + " 0.989587\n", + " 98.958736\n", " nahezu vollständig redundant\n", " \n", " \n", " 315_ZW_17_10023_10020\n", - " 0.985202\n", - " 98.520150\n", + " 0.985175\n", + " 98.517531\n", " nahezu vollständig redundant\n", " \n", " \n", " 316_ZW_17_10023_10021\n", - " 0.990173\n", - " 99.017336\n", + " 0.990136\n", + " 99.013562\n", " nahezu vollständig redundant\n", " \n", " \n", " 317_ZW_17_10023_10022\n", - " 0.993857\n", - " 99.385660\n", + " 0.993849\n", + " 99.384927\n", " nahezu vollständig redundant\n", " \n", " \n", " 318_ZW_17_10023_10024\n", - " 0.993632\n", - " 99.363222\n", + " 0.993624\n", + " 99.362385\n", " nahezu vollständig redundant\n", " \n", " \n", " 319_ZW_17_10023_10025\n", - " 0.989634\n", - " 98.963441\n", + " 0.989588\n", + " 98.958756\n", " nahezu vollständig redundant\n", " \n", " \n", " 320_ZW_17_10023_10020\n", - " 0.985202\n", - " 98.520150\n", + " 0.985175\n", + " 98.517531\n", " nahezu vollständig redundant\n", " \n", " \n", " 321_ZW_17_10023_10021\n", - " 0.990174\n", - " 99.017354\n", + " 0.990136\n", + " 99.013581\n", " nahezu vollständig redundant\n", " \n", " \n", " 322_ZW_17_10023_10022\n", - " 0.993856\n", - " 99.385648\n", + " 0.993849\n", + " 99.384915\n", " nahezu vollständig redundant\n", " \n", " \n", " 323_ZW_17_10023_10024\n", - " 0.993632\n", - " 99.363244\n", + " 0.993624\n", + " 99.362407\n", " nahezu vollständig redundant\n", " \n", " \n", " 324_ZW_17_10023_10025\n", - " 0.989634\n", - " 98.963441\n", + " 0.989588\n", + " 98.958757\n", " nahezu vollständig redundant\n", " \n", " \n", " 325_ZW_17_10023_10020\n", - " 0.985201\n", - " 98.520097\n", + " 0.985175\n", + " 98.517477\n", " nahezu vollständig redundant\n", " \n", " \n", " 326_ZW_17_10023_10021\n", - " 0.990174\n", - " 99.017354\n", + " 0.990136\n", + " 99.013581\n", " nahezu vollständig redundant\n", " \n", " \n", " 327_ZW_18_10024_10023\n", - " 0.993632\n", - " 99.363226\n", + " 0.993624\n", + " 99.362388\n", " nahezu vollständig redundant\n", " \n", " \n", " 328_ZW_18_10024_10020\n", - " 0.984936\n", - " 98.493577\n", + " 0.984886\n", + " 98.488624\n", " nahezu vollständig redundant\n", " \n", " \n", " 329_ZW_18_10024_10022\n", - " 0.990192\n", - " 99.019231\n", + " 0.990161\n", + " 99.016122\n", " nahezu vollständig redundant\n", " \n", " \n", " 330_ZW_18_10024_10021\n", - " 0.988223\n", - " 98.822267\n", + " 0.988141\n", + " 98.814139\n", " nahezu vollständig redundant\n", " \n", " \n", " 331_ZW_18_10024_10025\n", - " 0.993349\n", - " 99.334871\n", + " 0.993333\n", + " 99.333288\n", " nahezu vollständig redundant\n", " \n", " \n", " 332_ZW_18_10024_10023\n", - " 0.993632\n", - " 99.363226\n", + " 0.993624\n", + " 99.362388\n", " nahezu vollständig redundant\n", " \n", " \n", " 333_ZW_18_10024_10020\n", - " 0.984935\n", - " 98.493528\n", + " 0.984886\n", + " 98.488573\n", " nahezu vollständig redundant\n", " \n", " \n", " 334_ZW_18_10024_10022\n", - " 0.990193\n", - " 99.019287\n", + " 0.990162\n", + " 99.016179\n", " nahezu vollständig redundant\n", " \n", " \n", " 335_ZW_18_10024_10021\n", - " 0.988223\n", - " 98.822282\n", + " 0.988142\n", + " 98.814154\n", " nahezu vollständig redundant\n", " \n", " \n", " 336_ZW_18_10024_10025\n", - " 0.993349\n", - " 99.334898\n", + " 0.993333\n", + " 99.333315\n", " nahezu vollständig redundant\n", " \n", " \n", " 337_ZW_18_10024_10023\n", - " 0.993632\n", - " 99.363218\n", + " 0.993624\n", + " 99.362381\n", " nahezu vollständig redundant\n", " \n", " \n", " 338_ZW_18_10024_10020\n", - " 0.984936\n", - " 98.493560\n", + " 0.984886\n", + " 98.488606\n", " nahezu vollständig redundant\n", " \n", " \n", " 339_ZW_18_10024_10022\n", - " 0.990193\n", - " 99.019254\n", + " 0.990161\n", + " 99.016145\n", " nahezu vollständig redundant\n", " \n", " \n", " 340_ZW_18_10024_10021\n", - " 0.988223\n", - " 98.822277\n", + " 0.988141\n", + " 98.814149\n", " nahezu vollständig redundant\n", " \n", " \n", " 341_ZW_18_10024_10025\n", - " 0.993349\n", - " 99.334889\n", + " 0.993333\n", + " 99.333306\n", " nahezu vollständig redundant\n", " \n", " \n", " 342_ZW_19_10025_10024\n", - " 0.993348\n", - " 99.334827\n", + " 0.993332\n", + " 99.333244\n", " nahezu vollständig redundant\n", " \n", " \n", " 343_ZW_19_10025_10021\n", - " 0.987227\n", - " 98.722736\n", + " 0.987061\n", + " 98.706093\n", " nahezu vollständig redundant\n", " \n", " \n", " 344_ZW_19_10025_10022\n", - " 0.987867\n", - " 98.786714\n", + " 0.987777\n", + " 98.777688\n", " nahezu vollständig redundant\n", " \n", " \n", " 345_ZW_19_10025_10020\n", - " 0.985492\n", - " 98.549159\n", + " 0.985382\n", + " 98.538215\n", " nahezu vollständig redundant\n", " \n", " \n", " 346_ZW_19_10025_10023\n", - " 0.989635\n", - " 98.963462\n", + " 0.989588\n", + " 98.958778\n", " nahezu vollständig redundant\n", " \n", " \n", " 347_ZW_19_10025_10033\n", - " 0.992271\n", - " 99.227132\n", + " 0.992231\n", + " 99.223055\n", " nahezu vollständig redundant\n", " \n", " \n", " 348_ZW_19_10025_10027\n", - " 0.976596\n", - " 97.659616\n", + " 0.976231\n", + " 97.623123\n", " nahezu vollständig redundant\n", " \n", " \n", " 349_ZW_19_10025_10024\n", - " 0.993348\n", - " 99.334799\n", + " 0.993332\n", + " 99.333216\n", " nahezu vollständig redundant\n", " \n", " \n", " 350_ZW_19_10025_10021\n", - " 0.987228\n", - " 98.722756\n", + " 0.987061\n", + " 98.706113\n", " nahezu vollständig redundant\n", " \n", " \n", " 351_ZW_19_10025_10022\n", - " 0.987867\n", - " 98.786726\n", + " 0.987777\n", + " 98.777700\n", " nahezu vollständig redundant\n", " \n", " \n", " 352_ZW_19_10025_10020\n", - " 0.985491\n", - " 98.549122\n", + " 0.985382\n", + " 98.538178\n", " nahezu vollständig redundant\n", " \n", " \n", " 353_ZW_19_10025_10023\n", - " 0.989634\n", - " 98.963420\n", + " 0.989587\n", + " 98.958736\n", " nahezu vollständig redundant\n", " \n", " \n", " 354_ZW_19_10025_10033\n", - " 0.992271\n", - " 99.227141\n", + " 0.992231\n", + " 99.223064\n", " nahezu vollständig redundant\n", " \n", " \n", " 355_ZW_19_10025_10027\n", - " 0.976596\n", - " 97.659560\n", + " 0.976231\n", + " 97.623066\n", " nahezu vollständig redundant\n", " \n", " \n", " 356_ZW_19_10025_10024\n", - " 0.993348\n", - " 99.334831\n", + " 0.993332\n", + " 99.333248\n", " nahezu vollständig redundant\n", " \n", " \n", " 357_ZW_19_10025_10021\n", - " 0.987228\n", - " 98.722763\n", + " 0.987061\n", + " 98.706120\n", " nahezu vollständig redundant\n", " \n", " \n", " 358_ZW_19_10025_10022\n", - " 0.987867\n", - " 98.786715\n", + " 0.987777\n", + " 98.777689\n", " nahezu vollständig redundant\n", " \n", " \n", " 359_ZW_19_10025_10020\n", - " 0.985491\n", - " 98.549136\n", + " 0.985382\n", + " 98.538192\n", " nahezu vollständig redundant\n", " \n", " \n", " 360_ZW_19_10025_10023\n", - " 0.989634\n", - " 98.963433\n", + " 0.989587\n", + " 98.958749\n", " nahezu vollständig redundant\n", " \n", " \n", " 361_ZW_19_10025_10033\n", - " 0.992271\n", - " 99.227125\n", + " 0.992230\n", + " 99.223048\n", " nahezu vollständig redundant\n", " \n", " \n", " 362_ZW_19_10025_10027\n", - " 0.976596\n", - " 97.659582\n", + " 0.976231\n", + " 97.623089\n", " nahezu vollständig redundant\n", " \n", " \n", " 363_ZW_20_10043_10027\n", - " 0.979116\n", - " 97.911644\n", + " 0.978823\n", + " 97.882329\n", " nahezu vollständig redundant\n", " \n", " \n", " 364_ZW_20_10043_10026\n", - " 0.988444\n", - " 98.844445\n", + " 0.987715\n", + " 98.771516\n", " nahezu vollständig redundant\n", " \n", " \n", " 365_ZW_20_10043_10052\n", - " 0.987496\n", - " 98.749607\n", + " 0.987018\n", + " 98.701765\n", " nahezu vollständig redundant\n", " \n", " \n", " 366_ZW_20_10043_10044\n", - " 0.984330\n", - " 98.432958\n", + " 0.981409\n", + " 98.140918\n", " nahezu vollständig redundant\n", " \n", " \n", " 367_ZW_20_10043_10042\n", - " 0.978759\n", - " 97.875918\n", + " 0.978069\n", + " 97.806871\n", " nahezu vollständig redundant\n", " \n", " \n", " 368_ZW_20_10043_10027\n", - " 0.979116\n", - " 97.911598\n", + " 0.978823\n", + " 97.882282\n", " nahezu vollständig redundant\n", " \n", " \n", " 369_ZW_20_10043_10026\n", - " 0.988444\n", - " 98.844441\n", + " 0.987715\n", + " 98.771512\n", " nahezu vollständig redundant\n", " \n", " \n", " 370_ZW_20_10043_10052\n", - " 0.987496\n", - " 98.749603\n", + " 0.987018\n", + " 98.701761\n", " nahezu vollständig redundant\n", " \n", " \n", " 371_ZW_20_10043_10044\n", - " 0.984330\n", - " 98.432964\n", + " 0.981409\n", + " 98.140925\n", " nahezu vollständig redundant\n", " \n", " \n", " 372_ZW_20_10043_10042\n", - " 0.978760\n", - " 97.875981\n", + " 0.978069\n", + " 97.806936\n", " nahezu vollständig redundant\n", " \n", " \n", " 373_ZW_20_10043_10027\n", - " 0.979116\n", - " 97.911608\n", + " 0.978823\n", + " 97.882293\n", " nahezu vollständig redundant\n", " \n", " \n", " 374_ZW_20_10043_10026\n", - " 0.988444\n", - " 98.844438\n", + " 0.987715\n", + " 98.771508\n", " nahezu vollständig redundant\n", " \n", " \n", " 375_ZW_20_10043_10052\n", - " 0.987496\n", - " 98.749601\n", + " 0.987018\n", + " 98.701759\n", " nahezu vollständig redundant\n", " \n", " \n", " 376_ZW_20_10043_10044\n", - " 0.984330\n", - " 98.432971\n", + " 0.981409\n", + " 98.140934\n", " nahezu vollständig redundant\n", " \n", " \n", " 377_ZW_20_10043_10042\n", - " 0.978759\n", - " 97.875910\n", + " 0.978069\n", + " 97.806862\n", " nahezu vollständig redundant\n", " \n", " \n", " 378_ZW_21_10044_10027\n", - " 0.984761\n", - " 98.476068\n", + " 0.982092\n", + " 98.209233\n", " nahezu vollständig redundant\n", " \n", " \n", " 379_ZW_21_10044_10043\n", - " 0.984330\n", - " 98.432985\n", + " 0.981410\n", + " 98.140951\n", " nahezu vollständig redundant\n", " \n", " \n", " 380_ZW_21_10044_10052\n", - " 0.983172\n", - " 98.317168\n", + " 0.980897\n", + " 98.089723\n", " nahezu vollständig redundant\n", " \n", " \n", " 381_ZW_21_10044_10053\n", - " 0.993458\n", - " 99.345848\n", + " 0.992566\n", + " 99.256588\n", " nahezu vollständig redundant\n", " \n", " \n", " 382_ZW_21_10044_10037\n", - " 0.992771\n", - " 99.277142\n", + " 0.989447\n", + " 98.944694\n", " nahezu vollständig redundant\n", " \n", " \n", " 383_ZW_21_10044_10040\n", - " 0.994480\n", - " 99.448021\n", + " 0.993581\n", + " 99.358069\n", " nahezu vollständig redundant\n", " \n", " \n", " 384_ZW_21_10044_10042\n", - " 0.986689\n", - " 98.668934\n", + " 0.985363\n", + " 98.536341\n", " nahezu vollständig redundant\n", " \n", " \n", " 385_ZW_21_10044_10027\n", - " 0.984761\n", - " 98.476072\n", + " 0.982092\n", + " 98.209237\n", " nahezu vollständig redundant\n", " \n", " \n", " 386_ZW_21_10044_10043\n", - " 0.984331\n", - " 98.433058\n", + " 0.981410\n", + " 98.141037\n", " nahezu vollständig redundant\n", " \n", " \n", " 387_ZW_21_10044_10052\n", - " 0.983172\n", - " 98.317155\n", + " 0.980897\n", + " 98.089707\n", " nahezu vollständig redundant\n", " \n", " \n", " 388_ZW_21_10044_10053\n", - " 0.993458\n", - " 99.345841\n", + " 0.992566\n", + " 99.256581\n", " nahezu vollständig redundant\n", " \n", " \n", " 389_ZW_21_10044_10037\n", - " 0.992771\n", - " 99.277150\n", + " 0.989447\n", + " 98.944705\n", " nahezu vollständig redundant\n", " \n", " \n", " 390_ZW_21_10044_10040\n", - " 0.994480\n", - " 99.448024\n", + " 0.993581\n", + " 99.358072\n", " nahezu vollständig redundant\n", " \n", " \n", " 391_ZW_21_10044_10042\n", - " 0.986689\n", - " 98.668924\n", + " 0.985363\n", + " 98.536329\n", " nahezu vollständig redundant\n", " \n", " \n", " 392_ZW_21_10044_10027\n", - " 0.984761\n", - " 98.476080\n", + " 0.982092\n", + " 98.209247\n", " nahezu vollständig redundant\n", " \n", " \n", " 393_ZW_21_10044_10043\n", - " 0.984330\n", - " 98.433016\n", + " 0.981410\n", + " 98.140987\n", " nahezu vollständig redundant\n", " \n", " \n", " 394_ZW_21_10044_10052\n", - " 0.983171\n", - " 98.317149\n", + " 0.980897\n", + " 98.089701\n", " nahezu vollständig redundant\n", " \n", " \n", " 395_ZW_21_10044_10053\n", - " 0.993458\n", - " 99.345843\n", + " 0.992566\n", + " 99.256583\n", " nahezu vollständig redundant\n", " \n", " \n", " 396_ZW_21_10044_10037\n", - " 0.992771\n", - " 99.277144\n", + " 0.989447\n", + " 98.944697\n", " nahezu vollständig redundant\n", " \n", " \n", " 397_ZW_21_10044_10040\n", - " 0.994480\n", - " 99.448010\n", + " 0.993581\n", + " 99.358056\n", " nahezu vollständig redundant\n", " \n", " \n", " 398_ZW_21_10044_10042\n", - " 0.986690\n", - " 98.668969\n", + " 0.985364\n", + " 98.536379\n", " nahezu vollständig redundant\n", " \n", " \n", " 399_ZW_22_10042_10043\n", - " 0.978758\n", - " 97.875850\n", + " 0.978068\n", + " 97.806800\n", " nahezu vollständig redundant\n", " \n", " \n", " 400_ZW_22_10042_10044\n", - " 0.986689\n", - " 98.668857\n", + " 0.985363\n", + " 98.536256\n", " nahezu vollständig redundant\n", " \n", " \n", " 401_ZW_22_10042_10040\n", - " 0.989047\n", - " 98.904745\n", + " 0.988781\n", + " 98.878115\n", " nahezu vollständig redundant\n", " \n", " \n", " 402_ZW_22_10042_10041\n", - " 0.992743\n", - " 99.274292\n", + " 0.992673\n", + " 99.267345\n", " nahezu vollständig redundant\n", " \n", " \n", " 403_ZW_22_10042_10043\n", - " 0.978759\n", - " 97.875851\n", + " 0.978068\n", + " 97.806801\n", " nahezu vollständig redundant\n", " \n", " \n", " 404_ZW_22_10042_10044\n", - " 0.986689\n", - " 98.668928\n", + " 0.985363\n", + " 98.536335\n", " nahezu vollständig redundant\n", " \n", " \n", " 405_ZW_22_10042_10040\n", - " 0.989048\n", - " 98.904757\n", + " 0.988781\n", + " 98.878128\n", " nahezu vollständig redundant\n", " \n", " \n", " 406_ZW_22_10042_10041\n", - " 0.992743\n", - " 99.274287\n", + " 0.992673\n", + " 99.267339\n", " nahezu vollständig redundant\n", " \n", " \n", " 407_ZW_22_10042_10043\n", - " 0.978759\n", - " 97.875876\n", + " 0.978068\n", + " 97.806827\n", " nahezu vollständig redundant\n", " \n", " \n", " 408_ZW_22_10042_10044\n", - " 0.986689\n", - " 98.668917\n", + " 0.985363\n", + " 98.536322\n", " nahezu vollständig redundant\n", " \n", " \n", " 409_ZW_22_10042_10040\n", - " 0.989047\n", - " 98.904742\n", + " 0.988781\n", + " 98.878112\n", " nahezu vollständig redundant\n", " \n", " \n", " 410_ZW_22_10042_10041\n", - " 0.992743\n", - " 99.274284\n", + " 0.992673\n", + " 99.267336\n", " nahezu vollständig redundant\n", " \n", " \n", " 411_ZW_23_10041_10042\n", - " 0.992743\n", - " 99.274295\n", + " 0.992673\n", + " 99.267347\n", " nahezu vollständig redundant\n", " \n", " \n", " 412_ZW_23_10041_10044\n", - " 0.989504\n", - " 98.950388\n", + " 0.988463\n", + " 98.846272\n", " nahezu vollständig redundant\n", " \n", " \n", " 413_ZW_23_10041_10040\n", - " 0.993087\n", - " 99.308705\n", + " 0.993023\n", + " 99.302263\n", " nahezu vollständig redundant\n", " \n", " \n", " 414_ZW_23_10041_10038\n", - " 0.984370\n", - " 98.436999\n", + " 0.983793\n", + " 98.379308\n", " nahezu vollständig redundant\n", " \n", " \n", " 415_ZW_23_10041_10042\n", - " 0.992743\n", - " 99.274295\n", + " 0.992673\n", + " 99.267347\n", " nahezu vollständig redundant\n", " \n", " \n", " 416_ZW_23_10041_10044\n", - " 0.989504\n", - " 98.950388\n", + " 0.988463\n", + " 98.846272\n", " nahezu vollständig redundant\n", " \n", " \n", " 417_ZW_23_10041_10040\n", - " 0.993087\n", - " 99.308702\n", + " 0.993023\n", + " 99.302260\n", " nahezu vollständig redundant\n", " \n", " \n", " 418_ZW_23_10041_10038\n", - " 0.984370\n", - " 98.436999\n", + " 0.983793\n", + " 98.379308\n", " nahezu vollständig redundant\n", " \n", " \n", " 419_ZW_23_10041_10042\n", - " 0.992743\n", - " 99.274309\n", + " 0.992674\n", + " 99.267361\n", " nahezu vollständig redundant\n", " \n", " \n", " 420_ZW_23_10041_10044\n", - " 0.989504\n", - " 98.950357\n", + " 0.988462\n", + " 98.846237\n", " nahezu vollständig redundant\n", " \n", " \n", " 421_ZW_23_10041_10040\n", - " 0.993087\n", - " 99.308711\n", + " 0.993023\n", + " 99.302270\n", " nahezu vollständig redundant\n", " \n", " \n", " 422_ZW_23_10041_10038\n", - " 0.984370\n", - " 98.437008\n", + " 0.983793\n", + " 98.379317\n", " nahezu vollständig redundant\n", " \n", " \n", " 423_ZW_24_10037_10044\n", - " 0.992771\n", - " 99.277135\n", + " 0.989447\n", + " 98.944685\n", " nahezu vollständig redundant\n", " \n", " \n", " 424_ZW_24_10037_10051\n", - " 0.986268\n", - " 98.626835\n", + " 0.984656\n", + " 98.465612\n", " nahezu vollständig redundant\n", " \n", " \n", " 425_ZW_24_10037_10036\n", - " 0.982247\n", - " 98.224749\n", + " 0.980537\n", + " 98.053697\n", " nahezu vollständig redundant\n", " \n", " \n", " 426_ZW_24_10037_10035\n", - " 0.987382\n", - " 98.738197\n", + " 0.985344\n", + " 98.534364\n", " nahezu vollständig redundant\n", " \n", " \n", " 427_ZW_24_10037_10038\n", - " 0.993090\n", - " 99.309015\n", + " 0.992826\n", + " 99.282620\n", " nahezu vollständig redundant\n", " \n", " \n", " 428_ZW_24_10037_10039\n", - " 0.989793\n", - " 98.979287\n", + " 0.989003\n", + " 98.900317\n", " nahezu vollständig redundant\n", " \n", " \n", " 429_ZW_24_10037_10040\n", - " 0.994316\n", - " 99.431566\n", + " 0.993449\n", + " 99.344876\n", " nahezu vollständig redundant\n", " \n", " \n", " 430_ZW_24_10037_10044\n", - " 0.992771\n", - " 99.277128\n", + " 0.989447\n", + " 98.944674\n", " nahezu vollständig redundant\n", " \n", " \n", " 431_ZW_24_10037_10051\n", - " 0.986268\n", - " 98.626831\n", + " 0.984656\n", + " 98.465607\n", " nahezu vollständig redundant\n", " \n", " \n", " 432_ZW_24_10037_10036\n", - " 0.982248\n", - " 98.224768\n", + " 0.980537\n", + " 98.053717\n", " nahezu vollständig redundant\n", " \n", " \n", " 433_ZW_24_10037_10035\n", - " 0.987382\n", - " 98.738189\n", + " 0.985344\n", + " 98.534355\n", " nahezu vollständig redundant\n", " \n", " \n", " 434_ZW_24_10037_10038\n", - " 0.993090\n", - " 99.309009\n", + " 0.992826\n", + " 99.282614\n", " nahezu vollständig redundant\n", " \n", " \n", " 435_ZW_24_10037_10039\n", - " 0.989793\n", - " 98.979287\n", + " 0.989003\n", + " 98.900317\n", " nahezu vollständig redundant\n", " \n", " \n", " 436_ZW_24_10037_10040\n", - " 0.994316\n", - " 99.431572\n", + " 0.993449\n", + " 99.344884\n", " nahezu vollständig redundant\n", " \n", " \n", " 437_ZW_24_10037_10044\n", - " 0.992771\n", - " 99.277128\n", + " 0.989447\n", + " 98.944674\n", " nahezu vollständig redundant\n", " \n", " \n", " 438_ZW_24_10037_10051\n", - " 0.986268\n", - " 98.626822\n", + " 0.984656\n", + " 98.465597\n", " nahezu vollständig redundant\n", " \n", " \n", " 439_ZW_24_10037_10036\n", - " 0.982248\n", - " 98.224801\n", + " 0.980538\n", + " 98.053754\n", " nahezu vollständig redundant\n", " \n", " \n", " 440_ZW_24_10037_10035\n", - " 0.987382\n", - " 98.738196\n", + " 0.985344\n", + " 98.534363\n", " nahezu vollständig redundant\n", " \n", " \n", " 441_ZW_24_10037_10038\n", - " 0.993090\n", - " 99.309013\n", + " 0.992826\n", + " 99.282618\n", " nahezu vollständig redundant\n", " \n", " \n", " 442_ZW_24_10037_10039\n", - " 0.989793\n", - " 98.979256\n", + " 0.989003\n", + " 98.900284\n", " nahezu vollständig redundant\n", " \n", " \n", " 443_ZW_24_10037_10040\n", - " 0.994316\n", - " 99.431557\n", + " 0.993449\n", + " 99.344866\n", " nahezu vollständig redundant\n", " \n", " \n", " 444_ZW_25_10052_10043\n", - " 0.987497\n", - " 98.749657\n", + " 0.987018\n", + " 98.701817\n", " nahezu vollständig redundant\n", " \n", " \n", " 445_ZW_25_10052_10059\n", - " 0.981497\n", - " 98.149727\n", + " 0.978985\n", + " 97.898482\n", " nahezu vollständig redundant\n", " \n", " \n", " 446_ZW_25_10052_10053\n", - " 0.982654\n", - " 98.265390\n", + " 0.982076\n", + " 98.207565\n", " nahezu vollständig redundant\n", " \n", " \n", " 447_ZW_25_10052_10050\n", - " 0.980103\n", - " 98.010277\n", + " 0.979590\n", + " 97.959025\n", " nahezu vollständig redundant\n", " \n", " \n", " 448_ZW_25_10052_10051\n", - " 0.978397\n", - " 97.839725\n", + " 0.977766\n", + " 97.776582\n", " nahezu vollständig redundant\n", " \n", " \n", " 449_ZW_25_10052_10044\n", - " 0.983173\n", - " 98.317328\n", + " 0.980899\n", + " 98.089904\n", " nahezu vollständig redundant\n", " \n", " \n", " 450_ZW_25_10052_10043\n", - " 0.987496\n", - " 98.749649\n", + " 0.987018\n", + " 98.701809\n", " nahezu vollständig redundant\n", " \n", " \n", " 451_ZW_25_10052_10059\n", - " 0.981497\n", - " 98.149721\n", + " 0.978985\n", + " 97.898476\n", " nahezu vollständig redundant\n", " \n", " \n", " 452_ZW_25_10052_10053\n", - " 0.982654\n", - " 98.265374\n", + " 0.982075\n", + " 98.207549\n", " nahezu vollständig redundant\n", " \n", " \n", " 453_ZW_25_10052_10050\n", - " 0.980103\n", - " 98.010287\n", + " 0.979590\n", + " 97.959034\n", " nahezu vollständig redundant\n", " \n", " \n", " 454_ZW_25_10052_10051\n", - " 0.978397\n", - " 97.839695\n", + " 0.977766\n", + " 97.776552\n", " nahezu vollständig redundant\n", " \n", " \n", " 455_ZW_25_10052_10044\n", - " 0.983173\n", - " 98.317297\n", + " 0.980899\n", + " 98.089869\n", " nahezu vollständig redundant\n", " \n", " \n", " 456_ZW_25_10052_10043\n", - " 0.987496\n", - " 98.749646\n", + " 0.987018\n", + " 98.701805\n", " nahezu vollständig redundant\n", " \n", " \n", " 457_ZW_25_10052_10059\n", - " 0.981497\n", - " 98.149728\n", + " 0.978985\n", + " 97.898484\n", " nahezu vollständig redundant\n", " \n", " \n", " 458_ZW_25_10052_10053\n", - " 0.982654\n", - " 98.265354\n", + " 0.982075\n", + " 98.207529\n", " nahezu vollständig redundant\n", " \n", " \n", " 459_ZW_25_10052_10050\n", - " 0.980103\n", - " 98.010270\n", + " 0.979590\n", + " 97.959017\n", " nahezu vollständig redundant\n", " \n", " \n", " 460_ZW_25_10052_10051\n", - " 0.978397\n", - " 97.839681\n", + " 0.977765\n", + " 97.776537\n", " nahezu vollständig redundant\n", " \n", " \n", " 461_ZW_25_10052_10044\n", - " 0.983173\n", - " 98.317262\n", + " 0.980898\n", + " 98.089829\n", " nahezu vollständig redundant\n", " \n", " \n", " 462_ZW_26_10040_10037\n", - " 0.994316\n", - " 99.431554\n", + " 0.993449\n", + " 99.344863\n", " nahezu vollständig redundant\n", " \n", " \n", " 463_ZW_26_10040_10041\n", - " 0.993087\n", - " 99.308655\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 464_ZW_26_10040_10042\n", - " 0.989047\n", - " 98.904734\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 465_ZW_26_10040_10044\n", - " 0.994480\n", - " 99.448008\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 466_ZW_26_10040_10037\n", - " 0.994316\n", - " 99.431558\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 467_ZW_26_10040_10041\n", - " 0.993087\n", - " 99.308671\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 468_ZW_26_10040_10042\n", - " 0.989047\n", - " 98.904734\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 469_ZW_26_10040_10044\n", - " 0.994480\n", - " 99.448019\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 470_ZW_26_10040_10037\n", - " 0.994316\n", - " 99.431562\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 471_ZW_26_10040_10041\n", - " 0.993087\n", - " 99.308659\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 472_ZW_26_10040_10042\n", - " 0.989047\n", - " 98.904740\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 473_ZW_26_10040_10044\n", - " 0.994480\n", - " 99.448005\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 474_ZW_27_10051_10037\n", - " 0.986269\n", - " 98.626888\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 475_ZW_27_10051_10052\n", - " 0.978397\n", - " 97.839675\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 476_ZW_27_10051_10053\n", - " 0.989827\n", - " 98.982740\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 477_ZW_27_10051_10050\n", - " 0.993022\n", - " 99.302164\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 478_ZW_27_10051_10037\n", - " 0.986269\n", - " 98.626879\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 479_ZW_27_10051_10052\n", - " 0.978397\n", - " 97.839668\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 480_ZW_27_10051_10053\n", - " 0.989827\n", - " 98.982728\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 481_ZW_27_10051_10050\n", - " 0.993022\n", - " 99.302162\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 482_ZW_27_10051_10037\n", - " 0.986269\n", - " 98.626885\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 483_ZW_27_10051_10052\n", - " 0.978396\n", - " 97.839624\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 484_ZW_27_10051_10053\n", - " 0.989827\n", - " 98.982727\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 485_ZW_27_10051_10050\n", - " 0.993022\n", - " 99.302155\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 486_ZW_28_10011_10001\n", - " 0.987422\n", - " 98.742217\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 487_ZW_28_10011_10013\n", - " 0.978928\n", - " 97.892808\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 488_ZW_28_10011_10017\n", - " 0.981718\n", - " 98.171832\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 489_ZW_28_10011_10028\n", - " 0.987644\n", - " 98.764448\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 490_ZW_28_10011_10001\n", - " 0.987422\n", - " 98.742223\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 491_ZW_28_10011_10013\n", - " 0.978928\n", - " 97.892772\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 492_ZW_28_10011_10017\n", - " 0.981718\n", - " 98.171838\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 493_ZW_28_10011_10028\n", - " 0.987645\n", - " 98.764461\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 494_ZW_28_10011_10001\n", - " 0.987422\n", - " 98.742223\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 495_ZW_28_10011_10013\n", - " 0.978928\n", - " 97.892776\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 496_ZW_28_10011_10017\n", - " 0.981718\n", - " 98.171840\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 497_ZW_28_10011_10028\n", - " 0.987644\n", - " 98.764450\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 498_ZW_29_10017_10011\n", - " 0.981718\n", - " 98.171841\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 499_ZW_29_10017_10013\n", - " 0.992995\n", - " 99.299525\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 500_ZW_29_10017_10012\n", - " 0.990237\n", - " 99.023738\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 501_ZW_29_10017_10014\n", - " 0.989703\n", - " 98.970339\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 502_ZW_29_10017_10007\n", - " 0.986714\n", - " 98.671383\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 503_ZW_29_10017_10016\n", - " 0.986020\n", - " 98.602010\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 504_ZW_29_10017_10019\n", - " 0.992926\n", - " 99.292614\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 505_ZW_29_10017_10031\n", - " 0.993018\n", - " 99.301785\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 506_ZW_29_10017_10011\n", - " 0.981719\n", - " 98.171855\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 507_ZW_29_10017_10013\n", - " 0.992995\n", - " 99.299519\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 508_ZW_29_10017_10012\n", - " 0.990237\n", - " 99.023711\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 509_ZW_29_10017_10014\n", - " 0.989703\n", - " 98.970315\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 510_ZW_29_10017_10007\n", - " 0.986714\n", - " 98.671383\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 511_ZW_29_10017_10016\n", - " 0.986020\n", - " 98.602019\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 512_ZW_29_10017_10019\n", - " 0.992926\n", - " 99.292609\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 513_ZW_29_10017_10031\n", - " 0.993018\n", - " 99.301784\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 514_ZW_29_10017_10011\n", - " 0.981718\n", - " 98.171849\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 515_ZW_29_10017_10013\n", - " 0.992995\n", - " 99.299531\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 516_ZW_29_10017_10012\n", - " 0.990237\n", - " 99.023714\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 517_ZW_29_10017_10014\n", - " 0.989703\n", - " 98.970331\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 518_ZW_29_10017_10007\n", - " 0.986714\n", - " 98.671380\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 519_ZW_29_10017_10016\n", - " 0.986020\n", - " 98.602026\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 520_ZW_29_10017_10019\n", - " 0.992926\n", - " 99.292621\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 521_ZW_29_10017_10031\n", - " 0.993018\n", - " 99.301778\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 522_ZW_30_10013_10017\n", - " 0.992995\n", - " 99.299517\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 523_ZW_30_10013_10011\n", - " 0.978928\n", - " 97.892774\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 524_ZW_30_10013_10012\n", - " 0.993206\n", - " 99.320557\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 525_ZW_30_10013_10017\n", - " 0.992995\n", - " 99.299522\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 526_ZW_30_10013_10011\n", - " 0.978928\n", - " 97.892795\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 527_ZW_30_10013_10012\n", - " 0.993205\n", - " 99.320550\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 528_ZW_30_10013_10017\n", - " 0.992995\n", - " 99.299520\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 529_ZW_30_10013_10011\n", - " 0.978928\n", - " 97.892756\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 530_ZW_30_10013_10012\n", - " 0.993205\n", - " 99.320544\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 531_ZW_31_10007_10008\n", - " 0.992947\n", - " 99.294692\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 532_ZW_31_10007_10016\n", - " 0.993422\n", - " 99.342198\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 533_ZW_31_10007_10017\n", - " 0.986714\n", - " 98.671393\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 534_ZW_31_10007_10015\n", - " 0.990622\n", - " 99.062219\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 535_ZW_31_10007_10003\n", - " 0.993197\n", - " 99.319728\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 536_ZW_31_10007_10008\n", - " 0.992947\n", - " 99.294692\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 537_ZW_31_10007_10016\n", - " 0.993422\n", - " 99.342201\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 538_ZW_31_10007_10017\n", - " 0.986714\n", - " 98.671387\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 539_ZW_31_10007_10015\n", - " 0.990622\n", - " 99.062224\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 540_ZW_31_10007_10003\n", - " 0.993197\n", - " 99.319736\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 541_ZW_31_10007_10008\n", - " 0.992947\n", - " 99.294692\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 542_ZW_31_10007_10016\n", - " 0.993422\n", - " 99.342201\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 543_ZW_31_10007_10017\n", - " 0.986714\n", - " 98.671384\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 544_ZW_31_10007_10015\n", - " 0.990622\n", - " 99.062207\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 545_ZW_31_10007_10003\n", - " 0.993197\n", - " 99.319728\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 546_ZW_32_10016_10007\n", - " 0.993423\n", - " 99.342256\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 547_ZW_32_10016_10031\n", - " 0.984815\n", - " 98.481457\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 548_ZW_32_10016_10017\n", - " 0.986020\n", - " 98.602025\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 549_ZW_32_10016_10014\n", - " 0.990812\n", - " 99.081235\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 550_ZW_32_10016_10012\n", - " 0.987108\n", - " 98.710764\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 551_ZW_32_10016_10015\n", - " 0.993791\n", - " 99.379091\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 552_ZW_32_10016_10003\n", - " 0.988593\n", - " 98.859341\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 553_ZW_32_10016_10007\n", - " 0.993422\n", - " 99.342243\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 554_ZW_32_10016_10031\n", - " 0.984815\n", - " 98.481452\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 555_ZW_32_10016_10017\n", - " 0.986021\n", - " 98.602063\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 556_ZW_32_10016_10014\n", - " 0.990812\n", - " 99.081241\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 557_ZW_32_10016_10012\n", - " 0.987108\n", - " 98.710758\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 558_ZW_32_10016_10015\n", - " 0.993791\n", - " 99.379069\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 559_ZW_32_10016_10003\n", - " 0.988593\n", - " 98.859337\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 560_ZW_32_10016_10007\n", - " 0.993423\n", - " 99.342254\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 561_ZW_32_10016_10031\n", - " 0.984815\n", - " 98.481452\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 562_ZW_32_10016_10017\n", - " 0.986021\n", - " 98.602060\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 563_ZW_32_10016_10014\n", - " 0.990812\n", - " 99.081238\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 564_ZW_32_10016_10012\n", - " 0.987108\n", - " 98.710758\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 565_ZW_32_10016_10015\n", - " 0.993791\n", - " 99.379083\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 566_ZW_32_10016_10003\n", - " 0.988593\n", - " 98.859343\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 567_ZW_33_10015_10007\n", - " 0.990622\n", - " 99.062201\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 568_ZW_33_10015_10016\n", - " 0.993790\n", - " 99.379019\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 569_ZW_33_10015_10014\n", - " 0.993664\n", - " 99.366371\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 570_ZW_33_10015_10012\n", - " 0.988924\n", - " 98.892392\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 571_ZW_33_10015_10007\n", - " 0.990622\n", - " 99.062225\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 572_ZW_33_10015_10016\n", - " 0.993790\n", - " 99.379048\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 573_ZW_33_10015_10014\n", - " 0.993664\n", - " 99.366351\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 574_ZW_33_10015_10012\n", - " 0.988924\n", - " 98.892427\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 575_ZW_33_10015_10007\n", - " 0.990622\n", - " 99.062228\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 576_ZW_33_10015_10016\n", - " 0.993790\n", - " 99.379034\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 577_ZW_33_10015_10014\n", - " 0.993663\n", - " 99.366338\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 578_ZW_33_10015_10012\n", - " 0.988924\n", - " 98.892423\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 579_ZW_34_10014_10017\n", - " 0.989703\n", - " 98.970300\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 580_ZW_34_10014_10012\n", - " 0.993536\n", - " 99.353579\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 581_ZW_34_10014_10015\n", - " 0.993663\n", - " 99.366308\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 582_ZW_34_10014_10016\n", - " 0.990812\n", - " 99.081188\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 583_ZW_34_10014_10017\n", - " 0.989703\n", - " 98.970284\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 584_ZW_34_10014_10012\n", - " 0.993536\n", - " 99.353582\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 585_ZW_34_10014_10015\n", - " 0.993663\n", - " 99.366290\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 586_ZW_34_10014_10016\n", - " 0.990812\n", - " 99.081159\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 587_ZW_34_10014_10017\n", - " 0.989703\n", - " 98.970292\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 588_ZW_34_10014_10012\n", - " 0.993536\n", - " 99.353603\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 589_ZW_34_10014_10015\n", - " 0.993663\n", - " 99.366284\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 590_ZW_34_10014_10016\n", - " 0.990812\n", - " 99.081181\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 591_ZW_35_10012_10015\n", - " 0.988925\n", - " 98.892463\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 592_ZW_35_10012_10016\n", - " 0.987108\n", - " 98.710770\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 593_ZW_35_10012_10014\n", - " 0.993536\n", - " 99.353621\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 594_ZW_35_10012_10017\n", - " 0.990237\n", - " 99.023738\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 595_ZW_35_10012_10013\n", - " 0.993206\n", - " 99.320555\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 596_ZW_35_10012_10015\n", - " 0.988925\n", - " 98.892453\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 597_ZW_35_10012_10016\n", - " 0.987107\n", - " 98.710743\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 598_ZW_35_10012_10014\n", - " 0.993536\n", - " 99.353618\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 599_ZW_35_10012_10017\n", - " 0.990237\n", - " 99.023742\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 600_ZW_35_10012_10013\n", - " 0.993206\n", - " 99.320563\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 601_ZW_35_10012_10015\n", - " 0.988924\n", - " 98.892448\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 602_ZW_35_10012_10016\n", - " 0.987108\n", - " 98.710753\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 603_ZW_35_10012_10014\n", - " 0.993536\n", - " 99.353631\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 604_ZW_35_10012_10017\n", - " 0.990237\n", - " 99.023736\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 605_ZW_35_10012_10013\n", - " 0.993206\n", - " 99.320551\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 606_ZW_36_10033_10019\n", - " 0.984874\n", - " 98.487393\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 607_ZW_36_10033_10025\n", - " 0.992272\n", - " 99.227195\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 608_ZW_36_10033_10039\n", - " 0.984139\n", - " 98.413916\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 609_ZW_36_10033_10032\n", - " 0.986721\n", - " 98.672125\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 610_ZW_36_10033_10031\n", - " 0.990192\n", - " 99.019152\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 611_ZW_36_10033_10019\n", - " 0.984874\n", - " 98.487422\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 612_ZW_36_10033_10025\n", - " 0.992272\n", - " 99.227202\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 613_ZW_36_10033_10039\n", - " 0.984139\n", - " 98.413943\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 614_ZW_36_10033_10032\n", - " 0.986721\n", - " 98.672095\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 615_ZW_36_10033_10031\n", - " 0.990192\n", - " 99.019177\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 616_ZW_36_10033_10019\n", - " 0.984874\n", - " 98.487404\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 617_ZW_36_10033_10025\n", - " 0.992272\n", - " 99.227204\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 618_ZW_36_10033_10039\n", - " 0.984139\n", - " 98.413895\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 619_ZW_36_10033_10032\n", - " 0.986721\n", - " 98.672065\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 620_ZW_36_10033_10031\n", - " 0.990192\n", - " 99.019173\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 621_ZW_37_10032_10033\n", - " 0.986722\n", - " 98.672237\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 622_ZW_37_10032_10039\n", - " 0.993094\n", - " 99.309355\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 623_ZW_37_10032_10038\n", - " 0.989580\n", - " 98.957958\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 624_ZW_37_10032_10031\n", - " 0.993572\n", - " 99.357180\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 625_ZW_37_10032_10033\n", - " 0.986722\n", - " 98.672242\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 626_ZW_37_10032_10039\n", - " 0.993094\n", - " 99.309361\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 627_ZW_37_10032_10038\n", - " 0.989580\n", - " 98.957971\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 628_ZW_37_10032_10031\n", - " 0.993572\n", - " 99.357174\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 629_ZW_37_10032_10033\n", - " 0.986723\n", - " 98.672289\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 630_ZW_37_10032_10039\n", - " 0.993094\n", - " 99.309371\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 631_ZW_37_10032_10038\n", - " 0.989580\n", - " 98.957963\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 632_ZW_37_10032_10031\n", - " 0.993572\n", - " 99.357177\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 633_ZW_38_10031_10017\n", - " 0.993017\n", - " 99.301750\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 634_ZW_38_10031_10033\n", - " 0.990192\n", - " 99.019198\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 635_ZW_38_10031_10032\n", - " 0.993571\n", - " 99.357107\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 636_ZW_38_10031_10030\n", - " 0.992356\n", - " 99.235586\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 637_ZW_38_10031_10017\n", - " 0.993018\n", - " 99.301759\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 638_ZW_38_10031_10033\n", - " 0.990192\n", - " 99.019191\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 639_ZW_38_10031_10032\n", - " 0.993571\n", - " 99.357123\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 640_ZW_38_10031_10030\n", - " 0.992356\n", - " 99.235582\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 641_ZW_38_10031_10017\n", - " 0.993018\n", - " 99.301756\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 642_ZW_38_10031_10033\n", - " 0.990192\n", - " 99.019166\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 643_ZW_38_10031_10032\n", - " 0.993571\n", - " 99.357126\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 644_ZW_38_10031_10030\n", - " 0.992356\n", - " 99.235576\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 645_ZW_39_10038_10041\n", - " 0.984369\n", - " 98.436932\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 646_ZW_39_10038_10037\n", - " 0.993091\n", - " 99.309088\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 647_ZW_39_10038_10036\n", - " 0.979890\n", - " 97.989044\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 648_ZW_39_10038_10032\n", - " 0.989579\n", - " 98.957866\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 649_ZW_39_10038_10039\n", - " 0.993452\n", - " 99.345214\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 650_ZW_39_10038_10041\n", - " 0.984369\n", - " 98.436923\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 651_ZW_39_10038_10037\n", - " 0.993091\n", - " 99.309103\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 652_ZW_39_10038_10036\n", - " 0.979890\n", - " 97.989027\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 653_ZW_39_10038_10032\n", - " 0.989579\n", - " 98.957871\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 654_ZW_39_10038_10039\n", - " 0.993452\n", - " 99.345214\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 655_ZW_39_10038_10041\n", - " 0.984369\n", - " 98.436906\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 656_ZW_39_10038_10037\n", - " 0.993091\n", - " 99.309090\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 657_ZW_39_10038_10036\n", - " 0.979891\n", - " 97.989087\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 658_ZW_39_10038_10032\n", - " 0.989579\n", - " 98.957873\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 659_ZW_39_10038_10039\n", - " 0.993452\n", - " 99.345235\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 660_ZW_40_10039_10032\n", - " 0.993093\n", - " 99.309342\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 661_ZW_40_10039_10033\n", - " 0.984139\n", - " 98.413937\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 662_ZW_40_10039_10037\n", - " 0.989793\n", - " 98.979325\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 663_ZW_40_10039_10038\n", - " 0.993453\n", - " 99.345335\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 664_ZW_40_10039_10029\n", - " 0.983770\n", - " 98.377024\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 665_ZW_40_10039_10032\n", - " 0.993093\n", - " 99.309329\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 666_ZW_40_10039_10033\n", - " 0.984140\n", - " 98.413981\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 667_ZW_40_10039_10037\n", - " 0.989793\n", - " 98.979338\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 668_ZW_40_10039_10038\n", - " 0.993453\n", - " 99.345327\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 669_ZW_40_10039_10029\n", - " 0.983770\n", - " 98.377030\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 670_ZW_40_10039_10032\n", - " 0.993093\n", - " 99.309337\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 671_ZW_40_10039_10033\n", - " 0.984140\n", - " 98.413977\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 672_ZW_40_10039_10037\n", - " 0.989793\n", - " 98.979345\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 673_ZW_40_10039_10038\n", - " 0.993453\n", - " 99.345349\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 674_ZW_40_10039_10029\n", - " 0.983770\n", - " 98.377030\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 675_ZW_41_10035_10037\n", - " 0.987383\n", - " 98.738329\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 676_ZW_41_10035_10036\n", - " 0.991990\n", - " 99.199005\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 677_ZW_41_10035_10034\n", - " 0.993975\n", - " 99.397490\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 678_ZW_41_10035_10030\n", - " 0.989318\n", - " 98.931843\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 679_ZW_41_10035_10029\n", - " 0.992394\n", - " 99.239408\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 680_ZW_41_10035_10037\n", - " 0.987383\n", - " 98.738316\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 681_ZW_41_10035_10036\n", - " 0.991990\n", - " 99.199011\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 682_ZW_41_10035_10034\n", - " 0.993975\n", - " 99.397490\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 683_ZW_41_10035_10030\n", - " 0.989318\n", - " 98.931847\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 684_ZW_41_10035_10029\n", - " 0.992394\n", - " 99.239422\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 685_ZW_41_10035_10037\n", - " 0.987383\n", - " 98.738316\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 686_ZW_41_10035_10036\n", - " 0.991990\n", - " 99.199009\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 687_ZW_41_10035_10034\n", - " 0.993975\n", - " 99.397491\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 688_ZW_41_10035_10030\n", - " 0.989319\n", - " 98.931852\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 689_ZW_41_10035_10029\n", - " 0.992394\n", - " 99.239423\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 690_ZW_42_10036_10038\n", - " 0.979892\n", - " 97.989158\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 691_ZW_42_10036_10037\n", - " 0.982251\n", - " 98.225094\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 692_ZW_42_10036_10034\n", - " 0.988055\n", - " 98.805487\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 693_ZW_42_10036_10035\n", - " 0.991990\n", - " 99.199003\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 694_ZW_42_10036_10038\n", - " 0.979892\n", - " 97.989181\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 695_ZW_42_10036_10037\n", - " 0.982250\n", - " 98.225039\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 696_ZW_42_10036_10034\n", - " 0.988055\n", - " 98.805490\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 697_ZW_42_10036_10035\n", - " 0.991990\n", - " 99.199001\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 698_ZW_42_10036_10038\n", - " 0.979892\n", - " 97.989186\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 699_ZW_42_10036_10037\n", - " 0.982250\n", - " 98.225014\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 700_ZW_42_10036_10034\n", - " 0.988055\n", - " 98.805484\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 701_ZW_42_10036_10035\n", - " 0.991990\n", - " 99.198999\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 702_ZW_43_10028_10011\n", - " 0.987646\n", - " 98.764605\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 703_ZW_43_10028_10030\n", - " 0.984233\n", - " 98.423332\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 704_ZW_43_10028_10029\n", - " 0.985100\n", - " 98.510015\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 705_ZW_43_10028_10034\n", - " 0.992061\n", - " 99.206058\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 706_ZW_43_10028_10011\n", - " 0.987646\n", - " 98.764599\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 707_ZW_43_10028_10030\n", - " 0.984233\n", - " 98.423329\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 708_ZW_43_10028_10029\n", - " 0.985100\n", - " 98.510023\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 709_ZW_43_10028_10034\n", - " 0.992061\n", - " 99.206051\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 710_ZW_43_10028_10011\n", - " 0.987646\n", - " 98.764585\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 711_ZW_43_10028_10030\n", - " 0.984233\n", - " 98.423316\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 712_ZW_43_10028_10029\n", - " 0.985100\n", - " 98.510015\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 713_ZW_43_10028_10034\n", - " 0.992061\n", - " 99.206058\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 714_ZW_44_10034_10028\n", - " 0.992060\n", - " 99.206008\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 715_ZW_44_10034_10035\n", - " 0.993975\n", - " 99.397514\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 716_ZW_44_10034_10037\n", - " 0.988284\n", - " 98.828446\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 717_ZW_44_10034_10036\n", - " 0.988055\n", - " 98.805492\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 718_ZW_44_10034_10045\n", - " 0.995134\n", - " 99.513417\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 719_ZW_44_10034_10028\n", - " 0.992060\n", - " 99.206004\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 720_ZW_44_10034_10035\n", - " 0.993975\n", - " 99.397509\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 721_ZW_44_10034_10037\n", - " 0.988284\n", - " 98.828449\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 722_ZW_44_10034_10036\n", - " 0.988055\n", - " 98.805483\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 723_ZW_44_10034_10045\n", - " 0.995134\n", - " 99.513413\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 724_ZW_44_10034_10028\n", - " 0.992060\n", - " 99.206018\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 725_ZW_44_10034_10035\n", - " 0.993975\n", - " 99.397508\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 726_ZW_44_10034_10037\n", - " 0.988285\n", - " 98.828452\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 727_ZW_44_10034_10036\n", - " 0.988055\n", - " 98.805487\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 728_ZW_44_10034_10045\n", - " 0.995134\n", - " 99.513415\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 729_ZW_45_10030_10028\n", - " 0.984233\n", - " 98.423323\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 730_ZW_45_10030_10031\n", - " 0.992356\n", - " 99.235571\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 731_ZW_45_10030_10029\n", - " 0.993355\n", - " 99.335506\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 732_ZW_45_10030_10035\n", - " 0.989319\n", - " 98.931856\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 733_ZW_45_10030_10028\n", - " 0.984233\n", - " 98.423328\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 734_ZW_45_10030_10031\n", - " 0.992356\n", - " 99.235575\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 735_ZW_45_10030_10029\n", - " 0.993355\n", - " 99.335510\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 736_ZW_45_10030_10035\n", - " 0.989319\n", - " 98.931858\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 737_ZW_45_10030_10028\n", - " 0.984233\n", - " 98.423323\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 738_ZW_45_10030_10031\n", - " 0.992356\n", - " 99.235581\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 739_ZW_45_10030_10029\n", - " 0.993355\n", - " 99.335516\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 740_ZW_45_10030_10035\n", - " 0.989319\n", - " 98.931854\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 741_ZW_46_10029_10030\n", - " 0.993355\n", - " 99.335513\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 742_ZW_46_10029_10039\n", - " 0.983770\n", - " 98.376992\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 743_ZW_46_10029_10035\n", - " 0.992394\n", - " 99.239410\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 744_ZW_46_10029_10028\n", - " 0.985100\n", - " 98.509989\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 745_ZW_46_10029_10030\n", - " 0.993355\n", - " 99.335492\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 746_ZW_46_10029_10039\n", - " 0.983770\n", - " 98.377010\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 747_ZW_46_10029_10035\n", - " 0.992394\n", - " 99.239405\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 748_ZW_46_10029_10028\n", - " 0.985100\n", - " 98.509986\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 749_ZW_46_10029_10030\n", - " 0.993355\n", - " 99.335530\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 750_ZW_46_10029_10039\n", - " 0.983770\n", - " 98.376995\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 751_ZW_46_10029_10035\n", - " 0.992394\n", - " 99.239403\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 752_ZW_46_10029_10028\n", - " 0.985100\n", - " 98.509992\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 753_ZW_47_10053_10044\n", - " 0.993457\n", - " 99.345748\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 754_ZW_47_10053_10052\n", - " 0.982652\n", - " 98.265226\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 755_ZW_47_10053_10059\n", - " 0.989863\n", - " 98.986340\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 756_ZW_47_10053_10049\n", - " 0.992104\n", - " 99.210405\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 757_ZW_47_10053_10050\n", - " 0.993498\n", - " 99.349801\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 758_ZW_47_10053_10051\n", - " 0.989827\n", - " 98.982665\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 759_ZW_47_10053_10044\n", - " 0.993458\n", - " 99.345751\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 760_ZW_47_10053_10052\n", - " 0.982652\n", - " 98.265201\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 761_ZW_47_10053_10059\n", - " 0.989863\n", - " 98.986350\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 762_ZW_47_10053_10049\n", - " 0.992104\n", - " 99.210396\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 763_ZW_47_10053_10050\n", - " 0.993498\n", - " 99.349795\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 764_ZW_47_10053_10051\n", - " 0.989827\n", - " 98.982654\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 765_ZW_47_10053_10044\n", - " 0.993458\n", - " 99.345754\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 766_ZW_47_10053_10052\n", - " 0.982652\n", - " 98.265231\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 767_ZW_47_10053_10059\n", - " 0.989863\n", - " 98.986343\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 768_ZW_47_10053_10049\n", - " 0.992104\n", - " 99.210399\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 769_ZW_47_10053_10050\n", - " 0.993498\n", - " 99.349803\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 770_ZW_47_10053_10051\n", - " 0.989827\n", - " 98.982669\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 771_ZW_48_10049_10050\n", - " 0.987008\n", - " 98.700843\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 772_ZW_48_10049_10053\n", - " 0.992104\n", - " 99.210401\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 773_ZW_48_10049_10047\n", - " 0.985899\n", - " 98.589944\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 774_ZW_48_10049_10046\n", - " 0.985448\n", - " 98.544803\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 775_ZW_48_10049_10048\n", - " 0.985242\n", - " 98.524152\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 776_ZW_48_10049_10050\n", - " 0.987008\n", - " 98.700813\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 777_ZW_48_10049_10053\n", - " 0.992104\n", - " 99.210394\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 778_ZW_48_10049_10047\n", - " 0.985899\n", - " 98.589948\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 779_ZW_48_10049_10046\n", - " 0.985448\n", - " 98.544803\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 780_ZW_48_10049_10048\n", - " 0.985241\n", - " 98.524132\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 781_ZW_48_10049_10050\n", - " 0.987008\n", - " 98.700806\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 782_ZW_48_10049_10053\n", - " 0.992104\n", - " 99.210401\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 783_ZW_48_10049_10047\n", - " 0.985899\n", - " 98.589945\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 784_ZW_48_10049_10046\n", - " 0.985448\n", - " 98.544791\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 785_ZW_48_10049_10048\n", - " 0.985241\n", - " 98.524141\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 786_ZW_49_10050_10051\n", - " 0.993022\n", - " 99.302191\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 787_ZW_49_10050_10052\n", - " 0.980105\n", - " 98.010462\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 788_ZW_49_10050_10053\n", - " 0.993499\n", - " 99.349860\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 789_ZW_49_10050_10049\n", - " 0.987009\n", - " 98.700949\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 790_ZW_49_10050_10048\n", - " 0.980176\n", - " 98.017554\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 791_ZW_49_10050_10051\n", " 0.993022\n", " 99.302213\n", " nahezu vollständig redundant\n", " \n", " \n", + " 464_ZW_26_10040_10042\n", + " 0.988781\n", + " 98.878104\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 465_ZW_26_10040_10044\n", + " 0.993581\n", + " 99.358054\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 466_ZW_26_10040_10037\n", + " 0.993449\n", + " 99.344868\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 467_ZW_26_10040_10041\n", + " 0.993022\n", + " 99.302229\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 468_ZW_26_10040_10042\n", + " 0.988781\n", + " 98.878103\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 469_ZW_26_10040_10044\n", + " 0.993581\n", + " 99.358066\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 470_ZW_26_10040_10037\n", + " 0.993449\n", + " 99.344872\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 471_ZW_26_10040_10041\n", + " 0.993022\n", + " 99.302218\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 472_ZW_26_10040_10042\n", + " 0.988781\n", + " 98.878110\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 473_ZW_26_10040_10044\n", + " 0.993581\n", + " 99.358050\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 474_ZW_27_10051_10037\n", + " 0.984657\n", + " 98.465671\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 475_ZW_27_10051_10052\n", + " 0.977765\n", + " 97.776530\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 476_ZW_27_10051_10053\n", + " 0.989665\n", + " 98.966543\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 477_ZW_27_10051_10050\n", + " 0.992978\n", + " 99.297820\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 478_ZW_27_10051_10037\n", + " 0.984657\n", + " 98.465661\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 479_ZW_27_10051_10052\n", + " 0.977765\n", + " 97.776523\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 480_ZW_27_10051_10053\n", + " 0.989665\n", + " 98.966530\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 481_ZW_27_10051_10050\n", + " 0.992978\n", + " 99.297817\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 482_ZW_27_10051_10037\n", + " 0.984657\n", + " 98.465667\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 483_ZW_27_10051_10052\n", + " 0.977765\n", + " 97.776478\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 484_ZW_27_10051_10053\n", + " 0.989665\n", + " 98.966530\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 485_ZW_27_10051_10050\n", + " 0.992978\n", + " 99.297811\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 486_ZW_28_10011_10001\n", + " 0.986263\n", + " 98.626258\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 487_ZW_28_10011_10013\n", + " 0.976310\n", + " 97.631033\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 488_ZW_28_10011_10017\n", + " 0.979996\n", + " 97.999592\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 489_ZW_28_10011_10028\n", + " 0.986517\n", + " 98.651712\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 490_ZW_28_10011_10001\n", + " 0.986263\n", + " 98.626264\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 491_ZW_28_10011_10013\n", + " 0.976310\n", + " 97.630993\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 492_ZW_28_10011_10017\n", + " 0.979996\n", + " 97.999599\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 493_ZW_28_10011_10028\n", + " 0.986517\n", + " 98.651725\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 494_ZW_28_10011_10001\n", + " 0.986263\n", + " 98.626264\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 495_ZW_28_10011_10013\n", + " 0.976310\n", + " 97.630997\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 496_ZW_28_10011_10017\n", + " 0.979996\n", + " 97.999601\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 497_ZW_28_10011_10028\n", + " 0.986517\n", + " 98.651714\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 498_ZW_29_10017_10011\n", + " 0.979996\n", + " 97.999602\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 499_ZW_29_10017_10013\n", + " 0.992648\n", + " 99.264753\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 500_ZW_29_10017_10012\n", + " 0.988812\n", + " 98.881169\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 501_ZW_29_10017_10014\n", + " 0.986184\n", + " 98.618419\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 502_ZW_29_10017_10007\n", + " 0.985294\n", + " 98.529441\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 503_ZW_29_10017_10016\n", + " 0.984832\n", + " 98.483210\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 504_ZW_29_10017_10019\n", + " 0.992754\n", + " 99.275441\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 505_ZW_29_10017_10031\n", + " 0.992660\n", + " 99.266042\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 506_ZW_29_10017_10011\n", + " 0.979996\n", + " 97.999617\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 507_ZW_29_10017_10013\n", + " 0.992647\n", + " 99.264748\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 508_ZW_29_10017_10012\n", + " 0.988811\n", + " 98.881139\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 509_ZW_29_10017_10014\n", + " 0.986184\n", + " 98.618386\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 510_ZW_29_10017_10007\n", + " 0.985294\n", + " 98.529441\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 511_ZW_29_10017_10016\n", + " 0.984832\n", + " 98.483221\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 512_ZW_29_10017_10019\n", + " 0.992754\n", + " 99.275436\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 513_ZW_29_10017_10031\n", + " 0.992660\n", + " 99.266041\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 514_ZW_29_10017_10011\n", + " 0.979996\n", + " 97.999611\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 515_ZW_29_10017_10013\n", + " 0.992648\n", + " 99.264760\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 516_ZW_29_10017_10012\n", + " 0.988811\n", + " 98.881142\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 517_ZW_29_10017_10014\n", + " 0.986184\n", + " 98.618408\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 518_ZW_29_10017_10007\n", + " 0.985294\n", + " 98.529437\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 519_ZW_29_10017_10016\n", + " 0.984832\n", + " 98.483228\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 520_ZW_29_10017_10019\n", + " 0.992754\n", + " 99.275448\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 521_ZW_29_10017_10031\n", + " 0.992660\n", + " 99.266034\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 522_ZW_30_10013_10017\n", + " 0.992647\n", + " 99.264746\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 523_ZW_30_10013_10011\n", + " 0.976310\n", + " 97.630995\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 524_ZW_30_10013_10012\n", + " 0.992831\n", + " 99.283078\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 525_ZW_30_10013_10017\n", + " 0.992648\n", + " 99.264750\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 526_ZW_30_10013_10011\n", + " 0.976310\n", + " 97.631019\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 527_ZW_30_10013_10012\n", + " 0.992831\n", + " 99.283070\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 528_ZW_30_10013_10017\n", + " 0.992647\n", + " 99.264748\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 529_ZW_30_10013_10011\n", + " 0.976310\n", + " 97.630975\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 530_ZW_30_10013_10012\n", + " 0.992831\n", + " 99.283064\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 531_ZW_31_10007_10008\n", + " 0.992103\n", + " 99.210295\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 532_ZW_31_10007_10016\n", + " 0.993013\n", + " 99.301253\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 533_ZW_31_10007_10017\n", + " 0.985295\n", + " 98.529451\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 534_ZW_31_10007_10015\n", + " 0.989232\n", + " 98.923202\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 535_ZW_31_10007_10003\n", + " 0.992981\n", + " 99.298128\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 536_ZW_31_10007_10008\n", + " 0.992103\n", + " 99.210295\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 537_ZW_31_10007_10016\n", + " 0.993013\n", + " 99.301255\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 538_ZW_31_10007_10017\n", + " 0.985294\n", + " 98.529446\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 539_ZW_31_10007_10015\n", + " 0.989232\n", + " 98.923208\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 540_ZW_31_10007_10003\n", + " 0.992981\n", + " 99.298136\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 541_ZW_31_10007_10008\n", + " 0.992103\n", + " 99.210295\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 542_ZW_31_10007_10016\n", + " 0.993013\n", + " 99.301255\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 543_ZW_31_10007_10017\n", + " 0.985294\n", + " 98.529442\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 544_ZW_31_10007_10015\n", + " 0.989232\n", + " 98.923188\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 545_ZW_31_10007_10003\n", + " 0.992981\n", + " 99.298128\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 546_ZW_32_10016_10007\n", + " 0.993013\n", + " 99.301314\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 547_ZW_32_10016_10031\n", + " 0.982305\n", + " 98.230481\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 548_ZW_32_10016_10017\n", + " 0.984832\n", + " 98.483227\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 549_ZW_32_10016_10014\n", + " 0.989258\n", + " 98.925819\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 550_ZW_32_10016_10012\n", + " 0.986552\n", + " 98.655175\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 551_ZW_32_10016_10015\n", + " 0.993490\n", + " 99.349011\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 552_ZW_32_10016_10003\n", + " 0.987791\n", + " 98.779077\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 553_ZW_32_10016_10007\n", + " 0.993013\n", + " 99.301300\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 554_ZW_32_10016_10031\n", + " 0.982305\n", + " 98.230475\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 555_ZW_32_10016_10017\n", + " 0.984833\n", + " 98.483268\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 556_ZW_32_10016_10014\n", + " 0.989258\n", + " 98.925826\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 557_ZW_32_10016_10012\n", + " 0.986552\n", + " 98.655168\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 558_ZW_32_10016_10015\n", + " 0.993490\n", + " 99.348988\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 559_ZW_32_10016_10003\n", + " 0.987791\n", + " 98.779072\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 560_ZW_32_10016_10007\n", + " 0.993013\n", + " 99.301312\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 561_ZW_32_10016_10031\n", + " 0.982305\n", + " 98.230475\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 562_ZW_32_10016_10017\n", + " 0.984833\n", + " 98.483265\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 563_ZW_32_10016_10014\n", + " 0.989258\n", + " 98.925823\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 564_ZW_32_10016_10012\n", + " 0.986552\n", + " 98.655168\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 565_ZW_32_10016_10015\n", + " 0.993490\n", + " 99.349002\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 566_ZW_32_10016_10003\n", + " 0.987791\n", + " 98.779078\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 567_ZW_33_10015_10007\n", + " 0.989232\n", + " 98.923181\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 568_ZW_33_10015_10016\n", + " 0.993489\n", + " 99.348935\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 569_ZW_33_10015_10014\n", + " 0.993172\n", + " 99.317231\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 570_ZW_33_10015_10012\n", + " 0.988792\n", + " 98.879193\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 571_ZW_33_10015_10007\n", + " 0.989232\n", + " 98.923209\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 572_ZW_33_10015_10016\n", + " 0.993490\n", + " 99.348966\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 573_ZW_33_10015_10014\n", + " 0.993172\n", + " 99.317209\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 574_ZW_33_10015_10012\n", + " 0.988792\n", + " 98.879228\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 575_ZW_33_10015_10007\n", + " 0.989232\n", + " 98.923212\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 576_ZW_33_10015_10016\n", + " 0.993490\n", + " 99.348950\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 577_ZW_33_10015_10014\n", + " 0.993172\n", + " 99.317195\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 578_ZW_33_10015_10012\n", + " 0.988792\n", + " 98.879224\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 579_ZW_34_10014_10017\n", + " 0.986184\n", + " 98.618367\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 580_ZW_34_10014_10012\n", + " 0.993075\n", + " 99.307477\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 581_ZW_34_10014_10015\n", + " 0.993172\n", + " 99.317162\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 582_ZW_34_10014_10016\n", + " 0.989258\n", + " 98.925764\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 583_ZW_34_10014_10017\n", + " 0.986183\n", + " 98.618345\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 584_ZW_34_10014_10012\n", + " 0.993075\n", + " 99.307481\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 585_ZW_34_10014_10015\n", + " 0.993171\n", + " 99.317143\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 586_ZW_34_10014_10016\n", + " 0.989257\n", + " 98.925730\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 587_ZW_34_10014_10017\n", + " 0.986184\n", + " 98.618356\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 588_ZW_34_10014_10012\n", + " 0.993075\n", + " 99.307503\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 589_ZW_34_10014_10015\n", + " 0.993171\n", + " 99.317137\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 590_ZW_34_10014_10016\n", + " 0.989258\n", + " 98.925756\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 591_ZW_35_10012_10015\n", + " 0.988793\n", + " 98.879264\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 592_ZW_35_10012_10016\n", + " 0.986552\n", + " 98.655181\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 593_ZW_35_10012_10014\n", + " 0.993075\n", + " 99.307522\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 594_ZW_35_10012_10017\n", + " 0.988812\n", + " 98.881170\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 595_ZW_35_10012_10013\n", + " 0.992831\n", + " 99.283076\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 596_ZW_35_10012_10015\n", + " 0.988793\n", + " 98.879255\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 597_ZW_35_10012_10016\n", + " 0.986552\n", + " 98.655153\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 598_ZW_35_10012_10014\n", + " 0.993075\n", + " 99.307519\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 599_ZW_35_10012_10017\n", + " 0.988812\n", + " 98.881174\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 600_ZW_35_10012_10013\n", + " 0.992831\n", + " 99.283084\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 601_ZW_35_10012_10015\n", + " 0.988792\n", + " 98.879249\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 602_ZW_35_10012_10016\n", + " 0.986552\n", + " 98.655164\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 603_ZW_35_10012_10014\n", + " 0.993075\n", + " 99.307533\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 604_ZW_35_10012_10017\n", + " 0.988812\n", + " 98.881167\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 605_ZW_35_10012_10013\n", + " 0.992831\n", + " 99.283071\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 606_ZW_36_10033_10019\n", + " 0.984687\n", + " 98.468732\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 607_ZW_36_10033_10025\n", + " 0.992231\n", + " 99.223118\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 608_ZW_36_10033_10039\n", + " 0.983478\n", + " 98.347819\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 609_ZW_36_10033_10032\n", + " 0.986516\n", + " 98.651559\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 610_ZW_36_10033_10031\n", + " 0.990128\n", + " 99.012800\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 611_ZW_36_10033_10019\n", + " 0.984688\n", + " 98.468761\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 612_ZW_36_10033_10025\n", + " 0.992231\n", + " 99.223125\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 613_ZW_36_10033_10039\n", + " 0.983478\n", + " 98.347847\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 614_ZW_36_10033_10032\n", + " 0.986515\n", + " 98.651528\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 615_ZW_36_10033_10031\n", + " 0.990128\n", + " 99.012825\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 616_ZW_36_10033_10019\n", + " 0.984687\n", + " 98.468743\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 617_ZW_36_10033_10025\n", + " 0.992231\n", + " 99.223127\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 618_ZW_36_10033_10039\n", + " 0.983478\n", + " 98.347797\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 619_ZW_36_10033_10032\n", + " 0.986515\n", + " 98.651498\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 620_ZW_36_10033_10031\n", + " 0.990128\n", + " 99.012822\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 621_ZW_37_10032_10033\n", + " 0.986517\n", + " 98.651672\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 622_ZW_37_10032_10039\n", + " 0.992940\n", + " 99.294011\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 623_ZW_37_10032_10038\n", + " 0.988988\n", + " 98.898821\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 624_ZW_37_10032_10031\n", + " 0.993440\n", + " 99.343950\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 625_ZW_37_10032_10033\n", + " 0.986517\n", + " 98.651678\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 626_ZW_37_10032_10039\n", + " 0.992940\n", + " 99.294016\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 627_ZW_37_10032_10038\n", + " 0.988988\n", + " 98.898834\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 628_ZW_37_10032_10031\n", + " 0.993439\n", + " 99.343944\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 629_ZW_37_10032_10033\n", + " 0.986517\n", + " 98.651726\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 630_ZW_37_10032_10039\n", + " 0.992940\n", + " 99.294027\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 631_ZW_37_10032_10038\n", + " 0.988988\n", + " 98.898827\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 632_ZW_37_10032_10031\n", + " 0.993439\n", + " 99.343947\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 633_ZW_38_10031_10017\n", + " 0.992660\n", + " 99.266005\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 634_ZW_38_10031_10033\n", + " 0.990128\n", + " 99.012846\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 635_ZW_38_10031_10032\n", + " 0.993439\n", + " 99.343876\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 636_ZW_38_10031_10030\n", + " 0.992246\n", + " 99.224551\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 637_ZW_38_10031_10017\n", + " 0.992660\n", + " 99.266015\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 638_ZW_38_10031_10033\n", + " 0.990128\n", + " 99.012839\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 639_ZW_38_10031_10032\n", + " 0.993439\n", + " 99.343892\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 640_ZW_38_10031_10030\n", + " 0.992245\n", + " 99.224547\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 641_ZW_38_10031_10017\n", + " 0.992660\n", + " 99.266011\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 642_ZW_38_10031_10033\n", + " 0.990128\n", + " 99.012814\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 643_ZW_38_10031_10032\n", + " 0.993439\n", + " 99.343895\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 644_ZW_38_10031_10030\n", + " 0.992245\n", + " 99.224541\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 645_ZW_39_10038_10041\n", + " 0.983792\n", + " 98.379238\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 646_ZW_39_10038_10037\n", + " 0.992827\n", + " 99.282696\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 647_ZW_39_10038_10036\n", + " 0.979154\n", + " 97.915444\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 648_ZW_39_10038_10032\n", + " 0.988987\n", + " 98.898724\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 649_ZW_39_10038_10039\n", + " 0.993307\n", + " 99.330652\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 650_ZW_39_10038_10041\n", + " 0.983792\n", + " 98.379229\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 651_ZW_39_10038_10037\n", + " 0.992827\n", + " 99.282711\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 652_ZW_39_10038_10036\n", + " 0.979154\n", + " 97.915426\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 653_ZW_39_10038_10032\n", + " 0.988987\n", + " 98.898729\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 654_ZW_39_10038_10039\n", + " 0.993307\n", + " 99.330651\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 655_ZW_39_10038_10041\n", + " 0.983792\n", + " 98.379212\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 656_ZW_39_10038_10037\n", + " 0.992827\n", + " 99.282698\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 657_ZW_39_10038_10036\n", + " 0.979155\n", + " 97.915488\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 658_ZW_39_10038_10032\n", + " 0.988987\n", + " 98.898731\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 659_ZW_39_10038_10039\n", + " 0.993307\n", + " 99.330673\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 660_ZW_40_10039_10032\n", + " 0.992940\n", + " 99.293997\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 661_ZW_40_10039_10033\n", + " 0.983478\n", + " 98.347841\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 662_ZW_40_10039_10037\n", + " 0.989004\n", + " 98.900358\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 663_ZW_40_10039_10038\n", + " 0.993308\n", + " 99.330776\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 664_ZW_40_10039_10029\n", + " 0.983307\n", + " 98.330669\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 665_ZW_40_10039_10032\n", + " 0.992940\n", + " 99.293984\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 666_ZW_40_10039_10033\n", + " 0.983479\n", + " 98.347887\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 667_ZW_40_10039_10037\n", + " 0.989004\n", + " 98.900372\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 668_ZW_40_10039_10038\n", + " 0.993308\n", + " 99.330768\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 669_ZW_40_10039_10029\n", + " 0.983307\n", + " 98.330676\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 670_ZW_40_10039_10032\n", + " 0.992940\n", + " 99.293992\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 671_ZW_40_10039_10033\n", + " 0.983479\n", + " 98.347883\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 672_ZW_40_10039_10037\n", + " 0.989004\n", + " 98.900379\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 673_ZW_40_10039_10038\n", + " 0.993308\n", + " 99.330789\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 674_ZW_40_10039_10029\n", + " 0.983307\n", + " 98.330676\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 675_ZW_41_10035_10037\n", + " 0.985345\n", + " 98.534517\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 676_ZW_41_10035_10036\n", + " 0.991975\n", + " 99.197480\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 677_ZW_41_10035_10034\n", + " 0.993888\n", + " 99.388777\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 678_ZW_41_10035_10030\n", + " 0.989123\n", + " 98.912273\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 679_ZW_41_10035_10029\n", + " 0.992339\n", + " 99.233871\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 680_ZW_41_10035_10037\n", + " 0.985345\n", + " 98.534502\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 681_ZW_41_10035_10036\n", + " 0.991975\n", + " 99.197486\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 682_ZW_41_10035_10034\n", + " 0.993888\n", + " 99.388777\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 683_ZW_41_10035_10030\n", + " 0.989123\n", + " 98.912276\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 684_ZW_41_10035_10029\n", + " 0.992339\n", + " 99.233885\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 685_ZW_41_10035_10037\n", + " 0.985345\n", + " 98.534502\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 686_ZW_41_10035_10036\n", + " 0.991975\n", + " 99.197484\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 687_ZW_41_10035_10034\n", + " 0.993888\n", + " 99.388778\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 688_ZW_41_10035_10030\n", + " 0.989123\n", + " 98.912282\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 689_ZW_41_10035_10029\n", + " 0.992339\n", + " 99.233886\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 690_ZW_42_10036_10038\n", + " 0.979156\n", + " 97.915562\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 691_ZW_42_10036_10037\n", + " 0.980541\n", + " 98.054075\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 692_ZW_42_10036_10034\n", + " 0.987905\n", + " 98.790508\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 693_ZW_42_10036_10035\n", + " 0.991975\n", + " 99.197478\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 694_ZW_42_10036_10038\n", + " 0.979156\n", + " 97.915586\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 695_ZW_42_10036_10037\n", + " 0.980540\n", + " 98.054015\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 696_ZW_42_10036_10034\n", + " 0.987905\n", + " 98.790510\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 697_ZW_42_10036_10035\n", + " 0.991975\n", + " 99.197476\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 698_ZW_42_10036_10038\n", + " 0.979156\n", + " 97.915591\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 699_ZW_42_10036_10037\n", + " 0.980540\n", + " 98.053987\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 700_ZW_42_10036_10034\n", + " 0.987905\n", + " 98.790504\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 701_ZW_42_10036_10035\n", + " 0.991975\n", + " 99.197474\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 702_ZW_43_10028_10011\n", + " 0.986519\n", + " 98.651883\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 703_ZW_43_10028_10030\n", + " 0.982637\n", + " 98.263706\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 704_ZW_43_10028_10029\n", + " 0.983803\n", + " 98.380280\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 705_ZW_43_10028_10034\n", + " 0.991354\n", + " 99.135414\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 706_ZW_43_10028_10011\n", + " 0.986519\n", + " 98.651876\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 707_ZW_43_10028_10030\n", + " 0.982637\n", + " 98.263703\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 708_ZW_43_10028_10029\n", + " 0.983803\n", + " 98.380288\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 709_ZW_43_10028_10034\n", + " 0.991354\n", + " 99.135406\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 710_ZW_43_10028_10011\n", + " 0.986519\n", + " 98.651861\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 711_ZW_43_10028_10030\n", + " 0.982637\n", + " 98.263688\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 712_ZW_43_10028_10029\n", + " 0.983803\n", + " 98.380280\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 713_ZW_43_10028_10034\n", + " 0.991354\n", + " 99.135414\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 714_ZW_44_10034_10028\n", + " 0.991354\n", + " 99.135360\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 715_ZW_44_10034_10035\n", + " 0.993888\n", + " 99.388801\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 716_ZW_44_10034_10037\n", + " 0.985716\n", + " 98.571637\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 717_ZW_44_10034_10036\n", + " 0.987905\n", + " 98.790513\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 718_ZW_44_10034_10045\n", + " 0.995032\n", + " 99.503249\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 719_ZW_44_10034_10028\n", + " 0.991354\n", + " 99.135356\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 720_ZW_44_10034_10035\n", + " 0.993888\n", + " 99.388797\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 721_ZW_44_10034_10037\n", + " 0.985716\n", + " 98.571641\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 722_ZW_44_10034_10036\n", + " 0.987905\n", + " 98.790504\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 723_ZW_44_10034_10045\n", + " 0.995032\n", + " 99.503246\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 724_ZW_44_10034_10028\n", + " 0.991354\n", + " 99.135371\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 725_ZW_44_10034_10035\n", + " 0.993888\n", + " 99.388796\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 726_ZW_44_10034_10037\n", + " 0.985716\n", + " 98.571645\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 727_ZW_44_10034_10036\n", + " 0.987905\n", + " 98.790508\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 728_ZW_44_10034_10045\n", + " 0.995032\n", + " 99.503248\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 729_ZW_45_10030_10028\n", + " 0.982637\n", + " 98.263696\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 730_ZW_45_10030_10031\n", + " 0.992245\n", + " 99.224536\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 731_ZW_45_10030_10029\n", + " 0.993310\n", + " 99.330976\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 732_ZW_45_10030_10035\n", + " 0.989123\n", + " 98.912286\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 733_ZW_45_10030_10028\n", + " 0.982637\n", + " 98.263702\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 734_ZW_45_10030_10031\n", + " 0.992245\n", + " 99.224540\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 735_ZW_45_10030_10029\n", + " 0.993310\n", + " 99.330980\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 736_ZW_45_10030_10035\n", + " 0.989123\n", + " 98.912288\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 737_ZW_45_10030_10028\n", + " 0.982637\n", + " 98.263696\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 738_ZW_45_10030_10031\n", + " 0.992245\n", + " 99.224546\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 739_ZW_45_10030_10029\n", + " 0.993310\n", + " 99.330986\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 740_ZW_45_10030_10035\n", + " 0.989123\n", + " 98.912284\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 741_ZW_46_10029_10030\n", + " 0.993310\n", + " 99.330984\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 742_ZW_46_10029_10039\n", + " 0.983306\n", + " 98.330637\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 743_ZW_46_10029_10035\n", + " 0.992339\n", + " 99.233873\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 744_ZW_46_10029_10028\n", + " 0.983803\n", + " 98.380251\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 745_ZW_46_10029_10030\n", + " 0.993310\n", + " 99.330962\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 746_ZW_46_10029_10039\n", + " 0.983307\n", + " 98.330656\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 747_ZW_46_10029_10035\n", + " 0.992339\n", + " 99.233868\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 748_ZW_46_10029_10028\n", + " 0.983802\n", + " 98.380249\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 749_ZW_46_10029_10030\n", + " 0.993310\n", + " 99.331000\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 750_ZW_46_10029_10039\n", + " 0.983306\n", + " 98.330640\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 751_ZW_46_10029_10035\n", + " 0.992339\n", + " 99.233866\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 752_ZW_46_10029_10028\n", + " 0.983803\n", + " 98.380254\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 753_ZW_47_10053_10044\n", + " 0.992565\n", + " 99.256476\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 754_ZW_47_10053_10052\n", + " 0.982074\n", + " 98.207396\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 755_ZW_47_10053_10059\n", + " 0.987419\n", + " 98.741920\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 756_ZW_47_10053_10049\n", + " 0.992001\n", + " 99.200119\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 757_ZW_47_10053_10050\n", + " 0.993457\n", + " 99.345672\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 758_ZW_47_10053_10051\n", + " 0.989665\n", + " 98.966466\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 759_ZW_47_10053_10044\n", + " 0.992565\n", + " 99.256479\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 760_ZW_47_10053_10052\n", + " 0.982074\n", + " 98.207370\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 761_ZW_47_10053_10059\n", + " 0.987419\n", + " 98.741932\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 762_ZW_47_10053_10049\n", + " 0.992001\n", + " 99.200110\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 763_ZW_47_10053_10050\n", + " 0.993457\n", + " 99.345666\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 764_ZW_47_10053_10051\n", + " 0.989665\n", + " 98.966455\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 765_ZW_47_10053_10044\n", + " 0.992565\n", + " 99.256482\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 766_ZW_47_10053_10052\n", + " 0.982074\n", + " 98.207401\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 767_ZW_47_10053_10059\n", + " 0.987419\n", + " 98.741924\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 768_ZW_47_10053_10049\n", + " 0.992001\n", + " 99.200113\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 769_ZW_47_10053_10050\n", + " 0.993457\n", + " 99.345674\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 770_ZW_47_10053_10051\n", + " 0.989665\n", + " 98.966470\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 771_ZW_48_10049_10050\n", + " 0.986936\n", + " 98.693634\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 772_ZW_48_10049_10053\n", + " 0.992001\n", + " 99.200115\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 773_ZW_48_10049_10047\n", + " 0.985600\n", + " 98.560000\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 774_ZW_48_10049_10046\n", + " 0.985043\n", + " 98.504327\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 775_ZW_48_10049_10048\n", + " 0.985046\n", + " 98.504638\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 776_ZW_48_10049_10050\n", + " 0.986936\n", + " 98.693604\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 777_ZW_48_10049_10053\n", + " 0.992001\n", + " 99.200108\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 778_ZW_48_10049_10047\n", + " 0.985600\n", + " 98.560004\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 779_ZW_48_10049_10046\n", + " 0.985043\n", + " 98.504327\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 780_ZW_48_10049_10048\n", + " 0.985046\n", + " 98.504617\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 781_ZW_48_10049_10050\n", + " 0.986936\n", + " 98.693598\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 782_ZW_48_10049_10053\n", + " 0.992001\n", + " 99.200115\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 783_ZW_48_10049_10047\n", + " 0.985600\n", + " 98.560001\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 784_ZW_48_10049_10046\n", + " 0.985043\n", + " 98.504315\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 785_ZW_48_10049_10048\n", + " 0.985046\n", + " 98.504627\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 786_ZW_49_10050_10051\n", + " 0.992978\n", + " 99.297847\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 787_ZW_49_10050_10052\n", + " 0.979592\n", + " 97.959214\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 788_ZW_49_10050_10053\n", + " 0.993457\n", + " 99.345731\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 789_ZW_49_10050_10049\n", + " 0.986937\n", + " 98.693742\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 790_ZW_49_10050_10048\n", + " 0.979720\n", + " 97.972030\n", + " nahezu vollständig redundant\n", + " \n", + " \n", + " 791_ZW_49_10050_10051\n", + " 0.992979\n", + " 99.297869\n", + " nahezu vollständig redundant\n", + " \n", + " \n", " 792_ZW_49_10050_10052\n", - " 0.980104\n", - " 98.010426\n", + " 0.979592\n", + " 97.959177\n", " nahezu vollständig redundant\n", " \n", " \n", " 793_ZW_49_10050_10053\n", - " 0.993499\n", - " 99.349858\n", + " 0.993457\n", + " 99.345730\n", " nahezu vollständig redundant\n", " \n", " \n", " 794_ZW_49_10050_10049\n", - " 0.987010\n", - " 98.700960\n", + " 0.986938\n", + " 98.693752\n", " nahezu vollständig redundant\n", " \n", " \n", " 795_ZW_49_10050_10048\n", - " 0.980175\n", - " 98.017550\n", + " 0.979720\n", + " 97.972026\n", " nahezu vollständig redundant\n", " \n", " \n", " 796_ZW_49_10050_10051\n", - " 0.993022\n", - " 99.302196\n", + " 0.992979\n", + " 99.297852\n", " nahezu vollständig redundant\n", " \n", " \n", " 797_ZW_49_10050_10052\n", - " 0.980104\n", - " 98.010414\n", + " 0.979592\n", + " 97.959165\n", " nahezu vollständig redundant\n", " \n", " \n", " 798_ZW_49_10050_10053\n", - " 0.993499\n", - " 99.349852\n", + " 0.993457\n", + " 99.345724\n", " nahezu vollständig redundant\n", " \n", " \n", " 799_ZW_49_10050_10049\n", - " 0.987009\n", - " 98.700943\n", + " 0.986937\n", + " 98.693735\n", " nahezu vollständig redundant\n", " \n", " \n", " 800_ZW_49_10050_10048\n", - " 0.980175\n", - " 98.017549\n", + " 0.979720\n", + " 97.972026\n", " nahezu vollständig redundant\n", " \n", " \n", " 801_ZW_50_10048_10050\n", - " 0.980175\n", - " 98.017505\n", + " 0.979720\n", + " 97.971980\n", " nahezu vollständig redundant\n", " \n", " \n", " 802_ZW_50_10048_10049\n", - " 0.985241\n", - " 98.524116\n", + " 0.985046\n", + " 98.504602\n", " nahezu vollständig redundant\n", " \n", " \n", " 803_ZW_50_10048_10057\n", - " 0.974579\n", - " 97.457854\n", + " 0.971906\n", + " 97.190637\n", " nahezu vollständig redundant\n", " \n", " \n", " 804_ZW_50_10048_10047\n", - " 0.989915\n", - " 98.991494\n", + " 0.989900\n", + " 98.989967\n", " nahezu vollständig redundant\n", " \n", " \n", " 805_ZW_50_10048_10046\n", - " 0.988314\n", - " 98.831372\n", + " 0.988268\n", + " 98.826768\n", " nahezu vollständig redundant\n", " \n", " \n", " 806_ZW_50_10048_10050\n", - " 0.980175\n", - " 98.017491\n", + " 0.979720\n", + " 97.971966\n", " nahezu vollständig redundant\n", " \n", " \n", " 807_ZW_50_10048_10049\n", - " 0.985241\n", - " 98.524128\n", + " 0.985046\n", + " 98.504614\n", " nahezu vollständig redundant\n", " \n", " \n", " 808_ZW_50_10048_10057\n", - " 0.974578\n", - " 97.457840\n", + " 0.971906\n", + " 97.190621\n", " nahezu vollständig redundant\n", " \n", " \n", " 809_ZW_50_10048_10047\n", - " 0.989915\n", - " 98.991501\n", + " 0.989900\n", + " 98.989974\n", " nahezu vollständig redundant\n", " \n", " \n", " 810_ZW_50_10048_10046\n", - " 0.988314\n", - " 98.831388\n", + " 0.988268\n", + " 98.826783\n", " nahezu vollständig redundant\n", " \n", " \n", " 811_ZW_50_10048_10050\n", - " 0.980175\n", - " 98.017510\n", + " 0.979720\n", + " 97.971986\n", " nahezu vollständig redundant\n", " \n", " \n", " 812_ZW_50_10048_10049\n", - " 0.985241\n", - " 98.524139\n", + " 0.985046\n", + " 98.504625\n", " nahezu vollständig redundant\n", " \n", " \n", " 813_ZW_50_10048_10057\n", - " 0.974578\n", - " 97.457837\n", + " 0.971906\n", + " 97.190618\n", " nahezu vollständig redundant\n", " \n", " \n", " 814_ZW_50_10048_10047\n", - " 0.989915\n", - " 98.991509\n", + " 0.989900\n", + " 98.989982\n", " nahezu vollständig redundant\n", " \n", " \n", " 815_ZW_50_10048_10046\n", - " 0.988314\n", - " 98.831386\n", + " 0.988268\n", + " 98.826781\n", " nahezu vollständig redundant\n", " \n", " \n", " 816_ZW_51_10047_10048\n", - " 0.989915\n", - " 98.991542\n", + " 0.989900\n", + " 98.990016\n", " nahezu vollständig redundant\n", " \n", " \n", " 817_ZW_51_10047_10049\n", - " 0.985899\n", - " 98.589941\n", + " 0.985600\n", + " 98.559996\n", " nahezu vollständig redundant\n", " \n", " \n", " 818_ZW_51_10047_10045\n", - " 0.990970\n", - " 99.096980\n", + " 0.990865\n", + " 99.086509\n", " nahezu vollständig redundant\n", " \n", " \n", " 819_ZW_51_10047_10046\n", - " 0.993806\n", - " 99.380551\n", + " 0.993796\n", + " 99.379620\n", " nahezu vollständig redundant\n", " \n", " \n", " 820_ZW_51_10047_10048\n", - " 0.989915\n", - " 98.991536\n", + " 0.989900\n", + " 98.990010\n", " nahezu vollständig redundant\n", " \n", " \n", " 821_ZW_51_10047_10049\n", - " 0.985899\n", - " 98.589939\n", + " 0.985600\n", + " 98.559995\n", " nahezu vollständig redundant\n", " \n", " \n", " 822_ZW_51_10047_10045\n", - " 0.990970\n", - " 99.096973\n", + " 0.990865\n", + " 99.086501\n", " nahezu vollständig redundant\n", " \n", " \n", " 823_ZW_51_10047_10046\n", - " 0.993806\n", - " 99.380556\n", + " 0.993796\n", + " 99.379626\n", " nahezu vollständig redundant\n", " \n", " \n", " 824_ZW_51_10047_10048\n", - " 0.989916\n", - " 98.991552\n", + " 0.989900\n", + " 98.990025\n", " nahezu vollständig redundant\n", " \n", " \n", " 825_ZW_51_10047_10049\n", - " 0.985900\n", - " 98.589956\n", + " 0.985600\n", + " 98.560012\n", " nahezu vollständig redundant\n", " \n", " \n", " 826_ZW_51_10047_10045\n", - " 0.990970\n", - " 99.096980\n", + " 0.990865\n", + " 99.086508\n", " nahezu vollständig redundant\n", " \n", " \n", " 827_ZW_51_10047_10046\n", - " 0.993806\n", - " 99.380551\n", + " 0.993796\n", + " 99.379621\n", " nahezu vollständig redundant\n", " \n", " \n", " 828_ZW_52_10046_10048\n", - " 0.988314\n", - " 98.831381\n", + " 0.988268\n", + " 98.826777\n", " nahezu vollständig redundant\n", " \n", " \n", " 829_ZW_52_10046_10047\n", - " 0.993806\n", - " 99.380566\n", + " 0.993796\n", + " 99.379635\n", " nahezu vollständig redundant\n", " \n", " \n", " 830_ZW_52_10046_10055\n", - " 0.975213\n", - " 97.521319\n", + " 0.971293\n", + " 97.129302\n", " nahezu vollständig redundant\n", " \n", " \n", " 831_ZW_52_10046_10045\n", - " 0.993113\n", - " 99.311345\n", + " 0.993056\n", + " 99.305608\n", " nahezu vollständig redundant\n", " \n", " \n", " 832_ZW_52_10046_10048\n", - " 0.988314\n", - " 98.831385\n", + " 0.988268\n", + " 98.826781\n", " nahezu vollständig redundant\n", " \n", " \n", " 833_ZW_52_10046_10047\n", - " 0.993806\n", - " 99.380560\n", + " 0.993796\n", + " 99.379630\n", " nahezu vollständig redundant\n", " \n", " \n", " 834_ZW_52_10046_10055\n", - " 0.975213\n", - " 97.521329\n", + " 0.971293\n", + " 97.129314\n", " nahezu vollständig redundant\n", " \n", " \n", " 835_ZW_52_10046_10045\n", - " 0.993113\n", - " 99.311350\n", + " 0.993056\n", + " 99.305613\n", " nahezu vollständig redundant\n", " \n", " \n", " 836_ZW_52_10046_10048\n", - " 0.988314\n", - " 98.831390\n", + " 0.988268\n", + " 98.826786\n", " nahezu vollständig redundant\n", " \n", " \n", " 837_ZW_52_10046_10047\n", - " 0.993805\n", - " 99.380550\n", + " 0.993796\n", + " 99.379620\n", " nahezu vollständig redundant\n", " \n", " \n", " 838_ZW_52_10046_10055\n", - " 0.975213\n", - " 97.521307\n", + " 0.971293\n", + " 97.129288\n", " nahezu vollständig redundant\n", " \n", " \n", " 839_ZW_52_10046_10045\n", - " 0.993114\n", - " 99.311353\n", + " 0.993056\n", + " 99.305616\n", " nahezu vollständig redundant\n", " \n", " \n", " 840_ZW_53_10045_10034\n", - " 0.995134\n", - " 99.513371\n", + " 0.995032\n", + " 99.503202\n", " nahezu vollständig redundant\n", " \n", " \n", " 841_ZW_53_10045_10046\n", - " 0.993113\n", - " 99.311336\n", + " 0.993056\n", + " 99.305599\n", " nahezu vollständig redundant\n", " \n", " \n", " 842_ZW_53_10045_10047\n", - " 0.990970\n", - " 99.096966\n", + " 0.990865\n", + " 99.086494\n", " nahezu vollständig redundant\n", " \n", " \n", " 843_ZW_53_10045_10054\n", - " 0.977027\n", - " 97.702710\n", + " 0.968639\n", + " 96.863870\n", " nahezu vollständig redundant\n", " \n", " \n", " 844_ZW_53_10045_10034\n", - " 0.995134\n", - " 99.513374\n", + " 0.995032\n", + " 99.503206\n", " nahezu vollständig redundant\n", " \n", " \n", " 845_ZW_53_10045_10046\n", - " 0.993113\n", - " 99.311329\n", + " 0.993056\n", + " 99.305592\n", " nahezu vollständig redundant\n", " \n", " \n", " 846_ZW_53_10045_10047\n", - " 0.990970\n", - " 99.096967\n", + " 0.990865\n", + " 99.086496\n", " nahezu vollständig redundant\n", " \n", " \n", " 847_ZW_53_10045_10054\n", - " 0.977027\n", - " 97.702723\n", + " 0.968639\n", + " 96.863887\n", " nahezu vollständig redundant\n", " \n", " \n", " 848_ZW_53_10045_10034\n", - " 0.995134\n", - " 99.513369\n", + " 0.995032\n", + " 99.503200\n", " nahezu vollständig redundant\n", " \n", " \n", " 849_ZW_53_10045_10046\n", - " 0.993113\n", - " 99.311334\n", + " 0.993056\n", + " 99.305598\n", " nahezu vollständig redundant\n", " \n", " \n", " 850_ZW_53_10045_10047\n", - " 0.990970\n", - " 99.096972\n", + " 0.990865\n", + " 99.086500\n", " nahezu vollständig redundant\n", " \n", " \n", " 851_ZW_53_10045_10054\n", - " 0.977027\n", - " 97.702732\n", + " 0.968639\n", + " 96.863899\n", " nahezu vollständig redundant\n", " \n", " \n", " 852_ZW_54_10059_10053\n", - " 0.989863\n", - " 98.986339\n", + " 0.987419\n", + " 98.741919\n", " nahezu vollständig redundant\n", " \n", " \n", " 853_ZW_54_10059_10052\n", - " 0.981497\n", - " 98.149668\n", + " 0.978984\n", + " 97.898415\n", " nahezu vollständig redundant\n", " \n", " \n", " 854_ZW_54_10059_10058\n", - " 0.978560\n", - " 97.856044\n", + " 0.976678\n", + " 97.667785\n", " nahezu vollständig redundant\n", " \n", " \n", " 855_ZW_54_10059_10056\n", - " 0.981173\n", - " 98.117278\n", + " 0.978345\n", + " 97.834466\n", " nahezu vollständig redundant\n", " \n", " \n", " 856_ZW_54_10059_10057\n", - " 0.988071\n", - " 98.807149\n", + " 0.987073\n", + " 98.707265\n", " nahezu vollständig redundant\n", " \n", " \n", " 857_ZW_54_10059_10053\n", - " 0.989863\n", - " 98.986330\n", + " 0.987419\n", + " 98.741907\n", " nahezu vollständig redundant\n", " \n", " \n", " 858_ZW_54_10059_10052\n", - " 0.981497\n", - " 98.149659\n", + " 0.978984\n", + " 97.898405\n", " nahezu vollständig redundant\n", " \n", " \n", " 859_ZW_54_10059_10058\n", - " 0.978560\n", - " 97.856033\n", + " 0.976678\n", + " 97.667774\n", " nahezu vollständig redundant\n", " \n", " \n", " 860_ZW_54_10059_10056\n", - " 0.981173\n", - " 98.117287\n", + " 0.978345\n", + " 97.834477\n", " nahezu vollständig redundant\n", " \n", " \n", " 861_ZW_54_10059_10057\n", - " 0.988072\n", - " 98.807156\n", + " 0.987073\n", + " 98.707272\n", " nahezu vollständig redundant\n", " \n", " \n", " 862_ZW_54_10059_10053\n", - " 0.989863\n", - " 98.986334\n", + " 0.987419\n", + " 98.741913\n", " nahezu vollständig redundant\n", " \n", " \n", " 863_ZW_54_10059_10052\n", - " 0.981496\n", - " 98.149646\n", + " 0.978984\n", + " 97.898390\n", " nahezu vollständig redundant\n", " \n", " \n", " 864_ZW_54_10059_10058\n", - " 0.978561\n", - " 97.856050\n", + " 0.976678\n", + " 97.667792\n", " nahezu vollständig redundant\n", " \n", " \n", " 865_ZW_54_10059_10056\n", - " 0.981173\n", - " 98.117281\n", + " 0.978345\n", + " 97.834470\n", " nahezu vollständig redundant\n", " \n", " \n", " 866_ZW_54_10059_10057\n", - " 0.988072\n", - " 98.807156\n", + " 0.987073\n", + " 98.707273\n", " nahezu vollständig redundant\n", " \n", " \n", " 867_ZW_55_10058_10059\n", - " 0.978559\n", - " 97.855949\n", + " 0.976677\n", + " 97.667683\n", " nahezu vollständig redundant\n", " \n", " \n", " 868_ZW_55_10058_10056\n", - " 0.987132\n", - " 98.713191\n", + " 0.986756\n", + " 98.675562\n", " nahezu vollständig redundant\n", " \n", " \n", " 869_ZW_55_10058_10055\n", - " 0.981226\n", - " 98.122588\n", + " 0.980957\n", + " 98.095738\n", " nahezu vollständig redundant\n", " \n", " \n", " 870_ZW_55_10058_10057\n", - " 0.979320\n", - " 97.931989\n", + " 0.979087\n", + " 97.908673\n", " nahezu vollständig redundant\n", " \n", " \n", " 871_ZW_55_10058_10059\n", - " 0.978560\n", - " 97.855961\n", + " 0.976677\n", + " 97.667696\n", " nahezu vollständig redundant\n", " \n", " \n", " 872_ZW_55_10058_10056\n", - " 0.987132\n", - " 98.713191\n", + " 0.986756\n", + " 98.675562\n", " nahezu vollständig redundant\n", " \n", " \n", " 873_ZW_55_10058_10055\n", - " 0.981226\n", - " 98.122591\n", + " 0.980957\n", + " 98.095742\n", " nahezu vollständig redundant\n", " \n", " \n", " 874_ZW_55_10058_10057\n", - " 0.979320\n", - " 97.931979\n", + " 0.979087\n", + " 97.908663\n", " nahezu vollständig redundant\n", " \n", " \n", " 875_ZW_55_10058_10059\n", - " 0.978559\n", - " 97.855949\n", + " 0.976677\n", + " 97.667683\n", " nahezu vollständig redundant\n", " \n", " \n", " 876_ZW_55_10058_10056\n", - " 0.987132\n", - " 98.713200\n", + " 0.986756\n", + " 98.675572\n", " nahezu vollständig redundant\n", " \n", " \n", " 877_ZW_55_10058_10055\n", - " 0.981226\n", - " 98.122576\n", + " 0.980957\n", + " 98.095726\n", " nahezu vollständig redundant\n", " \n", " \n", " 878_ZW_55_10058_10057\n", - " 0.979320\n", - " 97.931954\n", + " 0.979086\n", + " 97.908637\n", " nahezu vollständig redundant\n", " \n", " \n", " 879_ZW_56_10057_10059\n", - " 0.988072\n", - " 98.807172\n", + " 0.987073\n", + " 98.707290\n", " nahezu vollständig redundant\n", " \n", " \n", " 880_ZW_56_10057_10058\n", - " 0.979320\n", - " 97.932032\n", + " 0.979087\n", + " 97.908715\n", " nahezu vollständig redundant\n", " \n", " \n", " 881_ZW_56_10057_10056\n", - " 0.982093\n", - " 98.209273\n", + " 0.981539\n", + " 98.153917\n", " nahezu vollständig redundant\n", " \n", " \n", " 882_ZW_56_10057_10055\n", - " 0.991845\n", - " 99.184463\n", + " 0.991568\n", + " 99.156820\n", " nahezu vollständig redundant\n", " \n", " \n", " 883_ZW_56_10057_10048\n", - " 0.974579\n", - " 97.457888\n", + " 0.971907\n", + " 97.190674\n", " nahezu vollständig redundant\n", " \n", " \n", " 884_ZW_56_10057_10059\n", - " 0.988072\n", - " 98.807179\n", + " 0.987073\n", + " 98.707298\n", " nahezu vollständig redundant\n", " \n", " \n", " 885_ZW_56_10057_10058\n", - " 0.979321\n", - " 97.932079\n", + " 0.979088\n", + " 97.908763\n", " nahezu vollständig redundant\n", " \n", " \n", " 886_ZW_56_10057_10056\n", - " 0.982093\n", - " 98.209294\n", + " 0.981539\n", + " 98.153938\n", " nahezu vollständig redundant\n", " \n", " \n", " 887_ZW_56_10057_10055\n", - " 0.991845\n", - " 99.184462\n", + " 0.991568\n", + " 99.156819\n", " nahezu vollständig redundant\n", " \n", " \n", " 888_ZW_56_10057_10048\n", - " 0.974579\n", - " 97.457903\n", + " 0.971907\n", + " 97.190691\n", " nahezu vollständig redundant\n", " \n", " \n", " 889_ZW_56_10057_10059\n", - " 0.988072\n", - " 98.807161\n", + " 0.987073\n", + " 98.707279\n", " nahezu vollständig redundant\n", " \n", " \n", " 890_ZW_56_10057_10058\n", - " 0.979321\n", - " 97.932070\n", + " 0.979088\n", + " 97.908754\n", " nahezu vollständig redundant\n", " \n", " \n", " 891_ZW_56_10057_10056\n", - " 0.982093\n", - " 98.209256\n", + " 0.981539\n", + " 98.153899\n", " nahezu vollständig redundant\n", " \n", " \n", " 892_ZW_56_10057_10055\n", - " 0.991845\n", - " 99.184462\n", + " 0.991568\n", + " 99.156819\n", " nahezu vollständig redundant\n", " \n", " \n", " 893_ZW_56_10057_10048\n", - " 0.974579\n", - " 97.457902\n", + " 0.971907\n", + " 97.190690\n", " nahezu vollständig redundant\n", " \n", " \n", " 894_ZW_57_10055_10057\n", - " 0.991844\n", - " 99.184444\n", + " 0.991568\n", + " 99.156801\n", " nahezu vollständig redundant\n", " \n", " \n", " 895_ZW_57_10055_10058\n", - " 0.981226\n", - " 98.122596\n", + " 0.980957\n", + " 98.095746\n", " nahezu vollständig redundant\n", " \n", " \n", " 896_ZW_57_10055_10056\n", - " 0.984540\n", - " 98.454013\n", + " 0.984487\n", + " 98.448657\n", " nahezu vollständig redundant\n", " \n", " \n", " 897_ZW_57_10055_10054\n", - " 0.989372\n", - " 98.937169\n", + " 0.988458\n", + " 98.845761\n", " nahezu vollständig redundant\n", " \n", " \n", " 898_ZW_57_10055_10046\n", - " 0.975213\n", - " 97.521286\n", + " 0.971293\n", + " 97.129264\n", " nahezu vollständig redundant\n", " \n", " \n", " 899_ZW_57_10055_10057\n", - " 0.991844\n", - " 99.184446\n", + " 0.991568\n", + " 99.156802\n", " nahezu vollständig redundant\n", " \n", " \n", " 900_ZW_57_10055_10058\n", - " 0.981226\n", - " 98.122598\n", + " 0.980957\n", + " 98.095748\n", " nahezu vollständig redundant\n", " \n", " \n", " 901_ZW_57_10055_10056\n", - " 0.984540\n", - " 98.453990\n", + " 0.984486\n", + " 98.448635\n", " nahezu vollständig redundant\n", " \n", " \n", " 902_ZW_57_10055_10054\n", - " 0.989372\n", - " 98.937165\n", + " 0.988458\n", + " 98.845756\n", " nahezu vollständig redundant\n", " \n", " \n", " 903_ZW_57_10055_10046\n", - " 0.975213\n", - " 97.521298\n", + " 0.971293\n", + " 97.129278\n", " nahezu vollständig redundant\n", " \n", " \n", " 904_ZW_57_10055_10057\n", - " 0.991845\n", - " 99.184454\n", + " 0.991568\n", + " 99.156811\n", " nahezu vollständig redundant\n", " \n", " \n", " 905_ZW_57_10055_10058\n", - " 0.981226\n", - " 98.122595\n", + " 0.980957\n", + " 98.095746\n", " nahezu vollständig redundant\n", " \n", " \n", " 906_ZW_57_10055_10056\n", - " 0.984540\n", - " 98.454009\n", + " 0.984487\n", + " 98.448653\n", " nahezu vollständig redundant\n", " \n", " \n", " 907_ZW_57_10055_10054\n", - " 0.989372\n", - " 98.937163\n", + " 0.988458\n", + " 98.845755\n", " nahezu vollständig redundant\n", " \n", " \n", " 908_ZW_57_10055_10046\n", - " 0.975213\n", - " 97.521297\n", + " 0.971293\n", + " 97.129277\n", " nahezu vollständig redundant\n", " \n", " \n", " 909_ZW_58_10056_10058\n", - " 0.987133\n", - " 98.713251\n", + " 0.986756\n", + " 98.675624\n", " nahezu vollständig redundant\n", " \n", " \n", " 910_ZW_58_10056_10057\n", - " 0.982094\n", - " 98.209414\n", + " 0.981541\n", + " 98.154062\n", " nahezu vollständig redundant\n", " \n", " \n", " 911_ZW_58_10056_10054\n", - " 0.988470\n", - " 98.846992\n", + " 0.987871\n", + " 98.787090\n", " nahezu vollständig redundant\n", " \n", " \n", " 912_ZW_58_10056_10055\n", - " 0.984542\n", - " 98.454198\n", + " 0.984488\n", + " 98.448843\n", " nahezu vollständig redundant\n", " \n", " \n", " 913_ZW_58_10056_10058\n", - " 0.987132\n", - " 98.713240\n", + " 0.986756\n", + " 98.675613\n", " nahezu vollständig redundant\n", " \n", " \n", " 914_ZW_58_10056_10057\n", - " 0.982094\n", - " 98.209382\n", + " 0.981540\n", + " 98.154029\n", " nahezu vollständig redundant\n", " \n", " \n", " 915_ZW_58_10056_10054\n", - " 0.988470\n", - " 98.846991\n", + " 0.987871\n", + " 98.787088\n", " nahezu vollständig redundant\n", " \n", " \n", " 916_ZW_58_10056_10055\n", - " 0.984542\n", - " 98.454206\n", + " 0.984489\n", + " 98.448851\n", " nahezu vollständig redundant\n", " \n", " \n", " 917_ZW_58_10056_10058\n", - " 0.987133\n", - " 98.713256\n", + " 0.986756\n", + " 98.675629\n", " nahezu vollständig redundant\n", " \n", " \n", " 918_ZW_58_10056_10057\n", - " 0.982094\n", - " 98.209393\n", + " 0.981540\n", + " 98.154040\n", " nahezu vollständig redundant\n", " \n", " \n", " 919_ZW_58_10056_10054\n", - " 0.988470\n", - " 98.846990\n", + " 0.987871\n", + " 98.787088\n", " nahezu vollständig redundant\n", " \n", " \n", " 920_ZW_58_10056_10055\n", - " 0.984542\n", - " 98.454182\n", + " 0.984488\n", + " 98.448828\n", " nahezu vollständig redundant\n", " \n", " \n", " 921_ZW_59_10054_10045\n", - " 0.977027\n", - " 97.702669\n", + " 0.968638\n", + " 96.863813\n", " nahezu vollständig redundant\n", " \n", " \n", " 922_ZW_59_10054_10055\n", - " 0.989372\n", - " 98.937166\n", + " 0.988458\n", + " 98.845757\n", " nahezu vollständig redundant\n", " \n", " \n", " 923_ZW_59_10054_10056\n", - " 0.988470\n", - " 98.846970\n", + " 0.987871\n", + " 98.787067\n", " nahezu vollständig redundant\n", " \n", " \n", " 924_ZW_59_10054_10045\n", - " 0.977027\n", - " 97.702671\n", + " 0.968638\n", + " 96.863816\n", " nahezu vollständig redundant\n", " \n", " \n", " 925_ZW_59_10054_10055\n", - " 0.989372\n", - " 98.937160\n", + " 0.988458\n", + " 98.845751\n", " nahezu vollständig redundant\n", " \n", " \n", " 926_ZW_59_10054_10056\n", - " 0.988470\n", - " 98.846969\n", + " 0.987871\n", + " 98.787066\n", " nahezu vollständig redundant\n", " \n", " \n", " 927_ZW_59_10054_10045\n", - " 0.977027\n", - " 97.702677\n", + " 0.968638\n", + " 96.863823\n", " nahezu vollständig redundant\n", " \n", " \n", " 928_ZW_59_10054_10055\n", - " 0.989372\n", - " 98.937161\n", + " 0.988458\n", + " 98.845752\n", " nahezu vollständig redundant\n", " \n", " \n", " 929_ZW_59_10054_10056\n", - " 0.988470\n", - " 98.846967\n", + " 0.987871\n", + " 98.787063\n", " nahezu vollständig redundant\n", " \n", " \n", " 930_ZW_60_10047_10048\n", - " 0.989915\n", - " 98.991500\n", + " 0.989900\n", + " 98.989973\n", " nahezu vollständig redundant\n", " \n", " \n", " 931_ZW_60_10047_812\n", - " 0.993988\n", - " 99.398827\n", + " 0.993983\n", + " 99.398348\n", " nahezu vollständig redundant\n", " \n", " \n", " 932_ZW_60_10047_816\n", - " 0.988513\n", - " 98.851287\n", + " 0.988504\n", + " 98.850354\n", " nahezu vollständig redundant\n", " \n", " \n", " 933_ZW_60_10047_FH3\n", - " 0.987638\n", - " 98.763845\n", + " 0.987541\n", + " 98.754110\n", " nahezu vollständig redundant\n", " \n", " \n", " 934_ZW_60_10047_10048\n", - " 0.989915\n", - " 98.991464\n", + " 0.989899\n", + " 98.989937\n", " nahezu vollständig redundant\n", " \n", " \n", " 935_ZW_60_10047_812\n", - " 0.993988\n", - " 99.398830\n", + " 0.993984\n", + " 99.398351\n", " nahezu vollständig redundant\n", " \n", " \n", " 936_ZW_60_10047_816\n", - " 0.988513\n", - " 98.851282\n", + " 0.988503\n", + " 98.850349\n", " nahezu vollständig redundant\n", " \n", " \n", " 937_ZW_60_10047_FH3\n", - " 0.987639\n", - " 98.763859\n", + " 0.987541\n", + " 98.754124\n", " nahezu vollständig redundant\n", " \n", " \n", " 938_ZW_60_10047_10048\n", - " 0.989915\n", - " 98.991473\n", + " 0.989899\n", + " 98.989946\n", " nahezu vollständig redundant\n", " \n", " \n", " 939_ZW_60_10047_812\n", - " 0.993988\n", - " 99.398821\n", + " 0.993983\n", + " 99.398342\n", " nahezu vollständig redundant\n", " \n", " \n", " 940_ZW_60_10047_816\n", - " 0.988513\n", - " 98.851273\n", + " 0.988503\n", + " 98.850341\n", " nahezu vollständig redundant\n", " \n", " \n", " 941_ZW_60_10047_FH3\n", - " 0.987639\n", - " 98.763872\n", + " 0.987541\n", + " 98.754137\n", " nahezu vollständig redundant\n", " \n", " \n", " 942_ZW_61_10046_10048\n", - " 0.988312\n", - " 98.831217\n", + " 0.988266\n", + " 98.826612\n", " nahezu vollständig redundant\n", " \n", " \n", " 943_ZW_61_10046_FH3\n", - " 0.986438\n", - " 98.643772\n", + " 0.986273\n", + " 98.627253\n", " nahezu vollständig redundant\n", " \n", " \n", " 944_ZW_61_10046_812\n", - " 0.991099\n", - " 99.109867\n", + " 0.991071\n", + " 99.107100\n", " nahezu vollständig redundant\n", " \n", " \n", " 945_ZW_61_10046_10048\n", - " 0.988312\n", - " 98.831208\n", + " 0.988266\n", + " 98.826603\n", " nahezu vollständig redundant\n", " \n", " \n", " 946_ZW_61_10046_FH3\n", - " 0.986438\n", - " 98.643771\n", + " 0.986273\n", + " 98.627252\n", " nahezu vollständig redundant\n", " \n", " \n", " 947_ZW_61_10046_812\n", - " 0.991099\n", - " 99.109870\n", + " 0.991071\n", + " 99.107103\n", " nahezu vollständig redundant\n", " \n", " \n", " 948_ZW_61_10046_10048\n", - " 0.988312\n", - " 98.831219\n", + " 0.988266\n", + " 98.826614\n", " nahezu vollständig redundant\n", " \n", " \n", " 949_ZW_61_10046_FH3\n", - " 0.986438\n", - " 98.643768\n", + " 0.986273\n", + " 98.627250\n", " nahezu vollständig redundant\n", " \n", " \n", " 950_ZW_61_10046_812\n", - " 0.991099\n", - " 99.109893\n", + " 0.991071\n", + " 99.107126\n", " nahezu vollständig redundant\n", " \n", " \n", " 951_ZW_62_10048_10046\n", - " 0.988312\n", - " 98.831215\n", + " 0.988266\n", + " 98.826610\n", " nahezu vollständig redundant\n", " \n", " \n", " 952_ZW_62_10048_812\n", - " 0.994413\n", - " 99.441286\n", + " 0.994409\n", + " 99.440864\n", " nahezu vollständig redundant\n", " \n", " \n", " 953_ZW_62_10048_816\n", - " 0.994067\n", - " 99.406669\n", + " 0.994066\n", + " 99.406584\n", " nahezu vollständig redundant\n", " \n", " \n", " 954_ZW_62_10048_FH3\n", - " 0.982404\n", - " 98.240425\n", + " 0.982368\n", + " 98.236838\n", " nahezu vollständig redundant\n", " \n", " \n", " 955_ZW_62_10048_10046\n", - " 0.988312\n", - " 98.831202\n", + " 0.988266\n", + " 98.826597\n", " nahezu vollständig redundant\n", " \n", " \n", " 956_ZW_62_10048_812\n", - " 0.994413\n", - " 99.441285\n", + " 0.994409\n", + " 99.440863\n", " nahezu vollständig redundant\n", " \n", " \n", " 957_ZW_62_10048_816\n", - " 0.994067\n", - " 99.406673\n", + " 0.994066\n", + " 99.406587\n", " nahezu vollständig redundant\n", " \n", " \n", " 958_ZW_62_10048_FH3\n", - " 0.982406\n", - " 98.240581\n", + " 0.982370\n", + " 98.236995\n", " nahezu vollständig redundant\n", " \n", " \n", " 959_ZW_62_10048_10046\n", - " 0.988312\n", - " 98.831188\n", + " 0.988266\n", + " 98.826583\n", " nahezu vollständig redundant\n", " \n", " \n", " 960_ZW_62_10048_812\n", - " 0.994413\n", - " 99.441280\n", + " 0.994409\n", + " 99.440858\n", " nahezu vollständig redundant\n", " \n", " \n", " 961_ZW_62_10048_816\n", - " 0.994067\n", - " 99.406659\n", + " 0.994066\n", + " 99.406574\n", " nahezu vollständig redundant\n", " \n", " \n", " 962_ZW_62_10048_FH3\n", - " 0.982407\n", - " 98.240708\n", + " 0.982371\n", + " 98.237122\n", " nahezu vollständig redundant\n", " \n", " \n", " 963_ZW_63_10056_10055\n", - " 0.984543\n", - " 98.454272\n", + " 0.984489\n", + " 98.448917\n", " nahezu vollständig redundant\n", " \n", " \n", " 964_ZW_63_10056_666\n", - " 0.984838\n", - " 98.483756\n", + " 0.984728\n", + " 98.472792\n", " nahezu vollständig redundant\n", " \n", " \n", " 965_ZW_63_10056_10055\n", - " 0.984543\n", - " 98.454296\n", + " 0.984489\n", + " 98.448942\n", " nahezu vollständig redundant\n", " \n", " \n", " 966_ZW_63_10056_666\n", - " 0.984838\n", - " 98.483761\n", + " 0.984728\n", + " 98.472797\n", " nahezu vollständig redundant\n", " \n", " \n", " 967_ZW_63_10056_10055\n", - " 0.984543\n", - " 98.454271\n", + " 0.984489\n", + " 98.448916\n", " nahezu vollständig redundant\n", " \n", " \n", " 968_ZW_63_10056_666\n", - " 0.984838\n", - " 98.483756\n", + " 0.984728\n", + " 98.472792\n", " nahezu vollständig redundant\n", " \n", " \n", " 969_ZW_64_10055_10056\n", - " 0.984543\n", - " 98.454269\n", + " 0.984489\n", + " 98.448915\n", " nahezu vollständig redundant\n", " \n", " \n", " 970_ZW_64_10055_666\n", - " 0.992308\n", - " 99.230825\n", + " 0.992064\n", + " 99.206353\n", " nahezu vollständig redundant\n", " \n", " \n", " 971_ZW_64_10055_10056\n", - " 0.984543\n", - " 98.454254\n", + " 0.984489\n", + " 98.448899\n", " nahezu vollständig redundant\n", " \n", " \n", " 972_ZW_64_10055_666\n", - " 0.992308\n", - " 99.230827\n", + " 0.992064\n", + " 99.206354\n", " nahezu vollständig redundant\n", " \n", " \n", " 973_ZW_64_10055_10056\n", - " 0.984543\n", - " 98.454258\n", + " 0.984489\n", + " 98.448904\n", " nahezu vollständig redundant\n", " \n", " \n", " 974_ZW_64_10055_666\n", - " 0.992308\n", - " 99.230821\n", + " 0.992063\n", + " 99.206349\n", " nahezu vollständig redundant\n", " \n", " \n", " 975_ZW_65_10054_10055\n", - " 0.989372\n", - " 98.937169\n", + " 0.988458\n", + " 98.845761\n", " nahezu vollständig redundant\n", " \n", " \n", " 976_ZW_65_10054_666\n", - " 0.992670\n", - " 99.267023\n", + " 0.992445\n", + " 99.244546\n", " nahezu vollständig redundant\n", " \n", " \n", " 977_ZW_65_10054_10055\n", - " 0.989372\n", - " 98.937157\n", + " 0.988457\n", + " 98.845748\n", " nahezu vollständig redundant\n", " \n", " \n", " 978_ZW_65_10054_666\n", - " 0.992670\n", - " 99.267029\n", + " 0.992446\n", + " 99.244552\n", " nahezu vollständig redundant\n", " \n", " \n", " 979_ZW_65_10054_10055\n", - " 0.989372\n", - " 98.937161\n", + " 0.988458\n", + " 98.845752\n", " nahezu vollständig redundant\n", " \n", " \n", " 980_ZW_65_10054_666\n", - " 0.992670\n", - " 99.267018\n", + " 0.992445\n", + " 99.244540\n", " nahezu vollständig redundant\n", " \n", " \n", " 981_ZW_66_10035_10037\n", - " 0.987383\n", - " 98.738322\n", + " 0.985345\n", + " 98.534510\n", " nahezu vollständig redundant\n", " \n", " \n", " 982_ZW_66_10035_FH11\n", - " 0.993331\n", - " 99.333147\n", + " 0.993330\n", + " 99.333006\n", " nahezu vollständig redundant\n", " \n", " \n", " 983_ZW_66_10035_FH14\n", - " 0.990011\n", - " 99.001071\n", + " 0.989973\n", + " 98.997311\n", " nahezu vollständig redundant\n", " \n", " \n", " 984_ZW_66_10035_10037\n", - " 0.987383\n", - " 98.738319\n", + " 0.985345\n", + " 98.534506\n", " nahezu vollständig redundant\n", " \n", " \n", " 985_ZW_66_10035_FH11\n", - " 0.993331\n", - " 99.333144\n", + " 0.993330\n", + " 99.333003\n", " nahezu vollständig redundant\n", " \n", " \n", " 986_ZW_66_10035_FH14\n", - " 0.990010\n", - " 99.001044\n", + " 0.989973\n", + " 98.997284\n", " nahezu vollständig redundant\n", " \n", " \n", " 987_ZW_66_10035_10037\n", - " 0.987383\n", - " 98.738326\n", + " 0.985345\n", + " 98.534514\n", " nahezu vollständig redundant\n", " \n", " \n", " 988_ZW_66_10035_FH11\n", - " 0.993331\n", - " 99.333135\n", + " 0.993330\n", + " 99.332995\n", " nahezu vollständig redundant\n", " \n", " \n", " 989_ZW_66_10035_FH14\n", - " 0.990010\n", - " 99.001018\n", + " 0.989973\n", + " 98.997258\n", " nahezu vollständig redundant\n", " \n", " \n", " 990_ZW_67_10036_10037\n", - " 0.982248\n", - " 98.224807\n", + " 0.980538\n", + " 98.053761\n", " nahezu vollständig redundant\n", " \n", " \n", " 991_ZW_67_10036_FH11\n", - " 0.986288\n", - " 98.628838\n", + " 0.986267\n", + " 98.626714\n", " nahezu vollständig redundant\n", " \n", " \n", " 992_ZW_67_10036_FH14\n", - " 0.983714\n", - " 98.371379\n", + " 0.983628\n", + " 98.362767\n", " nahezu vollständig redundant\n", " \n", " \n", " 993_ZW_67_10036_10037\n", - " 0.982248\n", - " 98.224790\n", + " 0.980537\n", + " 98.053741\n", " nahezu vollständig redundant\n", " \n", " \n", " 994_ZW_67_10036_FH11\n", - " 0.986288\n", - " 98.628838\n", + " 0.986267\n", + " 98.626714\n", " nahezu vollständig redundant\n", " \n", " \n", " 995_ZW_67_10036_FH14\n", - " 0.983713\n", - " 98.371341\n", + " 0.983627\n", + " 98.362729\n", " nahezu vollständig redundant\n", " \n", " \n", " 996_ZW_67_10036_10037\n", - " 0.982248\n", - " 98.224771\n", + " 0.980537\n", + " 98.053721\n", " nahezu vollständig redundant\n", " \n", " \n", " 997_ZW_67_10036_FH11\n", - " 0.986288\n", - " 98.628828\n", + " 0.986267\n", + " 98.626704\n", " nahezu vollständig redundant\n", " \n", " \n", " 998_ZW_67_10036_FH14\n", - " 0.983714\n", - " 98.371354\n", + " 0.983627\n", + " 98.362742\n", " nahezu vollständig redundant\n", " \n", " \n", " 999_ZW_68_10034_10035\n", - " 0.993975\n", - " 99.397475\n", + " 0.993888\n", + " 99.388762\n", " nahezu vollständig redundant\n", " \n", " \n", " 1000_ZW_68_10034_FH14\n", - " 0.992437\n", - " 99.243689\n", + " 0.992426\n", + " 99.242583\n", " nahezu vollständig redundant\n", " \n", " \n", " 1001_ZW_68_10034_10035\n", - " 0.993975\n", - " 99.397469\n", + " 0.993888\n", + " 99.388755\n", " nahezu vollständig redundant\n", " \n", " \n", " 1002_ZW_68_10034_FH14\n", - " 0.992437\n", - " 99.243683\n", + " 0.992426\n", + " 99.242577\n", " nahezu vollständig redundant\n", " \n", " \n", " 1003_ZW_68_10034_10035\n", - " 0.993975\n", - " 99.397478\n", + " 0.993888\n", + " 99.388765\n", " nahezu vollständig redundant\n", " \n", " \n", " 1004_ZW_68_10034_FH14\n", - " 0.992437\n", - " 99.243688\n", + " 0.992426\n", + " 99.242582\n", " nahezu vollständig redundant\n", " \n", " \n", " 1005_ZW_69_10037_10040\n", - " 0.994314\n", - " 99.431442\n", + " 0.993447\n", + " 99.344733\n", " nahezu vollständig redundant\n", " \n", " \n", " 1006_ZW_69_10037_FH4\n", - " 0.986170\n", - " 98.616988\n", + " 0.984898\n", + " 98.489765\n", " nahezu vollständig redundant\n", " \n", " \n", " 1007_ZW_69_10037_FH11\n", - " 0.982960\n", - " 98.296015\n", + " 0.980892\n", + " 98.089151\n", " nahezu vollständig redundant\n", " \n", " \n", " 1008_ZW_69_10037_10040\n", - " 0.994314\n", - " 99.431441\n", + " 0.993447\n", + " 99.344733\n", " nahezu vollständig redundant\n", " \n", " \n", " 1009_ZW_69_10037_FH4\n", - " 0.986170\n", - " 98.616985\n", + " 0.984898\n", + " 98.489761\n", " nahezu vollständig redundant\n", " \n", " \n", " 1010_ZW_69_10037_FH11\n", - " 0.982960\n", - " 98.296001\n", + " 0.980891\n", + " 98.089136\n", " nahezu vollständig redundant\n", " \n", " \n", " 1011_ZW_69_10037_10040\n", - " 0.994315\n", - " 99.431458\n", + " 0.993448\n", + " 99.344752\n", " nahezu vollständig redundant\n", " \n", " \n", " 1012_ZW_69_10037_FH4\n", - " 0.986170\n", - " 98.616981\n", + " 0.984898\n", + " 98.489757\n", " nahezu vollständig redundant\n", " \n", " \n", " 1013_ZW_69_10037_FH11\n", - " 0.982960\n", - " 98.296008\n", + " 0.980891\n", + " 98.089143\n", " nahezu vollständig redundant\n", " \n", " \n", " 1014_ZW_70_10041_10040\n", - " 0.993087\n", - " 99.308678\n", + " 0.993022\n", + " 99.302236\n", " nahezu vollständig redundant\n", " \n", " \n", " 1015_ZW_70_10041_FH4\n", - " 0.983997\n", - " 98.399737\n", + " 0.983882\n", + " 98.388196\n", " nahezu vollständig redundant\n", " \n", " \n", " 1016_ZW_70_10041_10040\n", - " 0.993087\n", - " 99.308676\n", + " 0.993022\n", + " 99.302235\n", " nahezu vollständig redundant\n", " \n", " \n", " 1017_ZW_70_10041_FH4\n", - " 0.983998\n", - " 98.399754\n", + " 0.983882\n", + " 98.388214\n", " nahezu vollständig redundant\n", " \n", " \n", " 1018_ZW_70_10041_10040\n", - " 0.993087\n", - " 99.308673\n", + " 0.993022\n", + " 99.302231\n", " nahezu vollständig redundant\n", " \n", " \n", " 1019_ZW_70_10041_FH4\n", - " 0.983997\n", - " 98.399744\n", + " 0.983882\n", + " 98.388204\n", " nahezu vollständig redundant\n", " \n", " \n", " 1020_ZW_71_10007_10015\n", - " 0.990622\n", - " 99.062186\n", + " 0.989232\n", + " 98.923164\n", " nahezu vollständig redundant\n", " \n", " \n", " 1021_ZW_71_10007_FH13\n", - " 0.990349\n", - " 99.034915\n", + " 0.990345\n", + " 99.034455\n", " nahezu vollständig redundant\n", " \n", " \n", " 1022_ZW_71_10007_10015\n", - " 0.990622\n", - " 99.062198\n", + " 0.989232\n", + " 98.923178\n", " nahezu vollständig redundant\n", " \n", " \n", " 1023_ZW_71_10007_FH13\n", - " 0.990349\n", - " 99.034899\n", + " 0.990344\n", + " 99.034439\n", " nahezu vollständig redundant\n", " \n", " \n", " 1024_ZW_71_10007_10015\n", - " 0.990622\n", - " 99.062187\n", + " 0.989232\n", + " 98.923165\n", " nahezu vollständig redundant\n", " \n", " \n", " 1025_ZW_71_10007_FH13\n", - " 0.990348\n", - " 99.034763\n", + " 0.990343\n", + " 99.034303\n", " nahezu vollständig redundant\n", " \n", " \n", " 1026_ZW_72_10015_10007\n", - " 0.990622\n", - " 99.062153\n", + " 0.989231\n", + " 98.923126\n", " nahezu vollständig redundant\n", " \n", " \n", " 1027_ZW_72_10015_FH13\n", - " 0.983655\n", - " 98.365534\n", + " 0.982292\n", + " 98.229201\n", " nahezu vollständig redundant\n", " \n", " \n", " 1028_ZW_72_10015_10007\n", - " 0.990622\n", - " 99.062170\n", + " 0.989231\n", + " 98.923146\n", " nahezu vollständig redundant\n", " \n", " \n", " 1029_ZW_72_10015_FH13\n", - " 0.983655\n", - " 98.365540\n", + " 0.982292\n", + " 98.229206\n", " nahezu vollständig redundant\n", " \n", " \n", " 1030_ZW_72_10015_10007\n", - " 0.990622\n", - " 99.062170\n", + " 0.989231\n", + " 98.923145\n", " nahezu vollständig redundant\n", " \n", " \n", " 1031_ZW_72_10015_FH13\n", - " 0.983655\n", - " 98.365544\n", + " 0.982292\n", + " 98.229211\n", " nahezu vollständig redundant\n", " \n", " \n", " 1032_ZW_73_10008_10007\n", - " 0.992946\n", - " 99.294623\n", + " 0.992102\n", + " 99.210217\n", " nahezu vollständig redundant\n", " \n", " \n", " 1033_ZW_73_10008_FH13\n", - " 0.985981\n", - " 98.598136\n", + " 0.985137\n", + " 98.513743\n", " nahezu vollständig redundant\n", " \n", " \n", " 1034_ZW_73_10008_10007\n", - " 0.992946\n", - " 99.294621\n", + " 0.992102\n", + " 99.210215\n", " nahezu vollständig redundant\n", " \n", " \n", " 1035_ZW_73_10008_FH13\n", - " 0.985981\n", - " 98.598140\n", + " 0.985137\n", + " 98.513747\n", " nahezu vollständig redundant\n", " \n", " \n", " 1036_ZW_73_10008_10007\n", - " 0.992946\n", - " 99.294623\n", + " 0.992102\n", + " 99.210217\n", " nahezu vollständig redundant\n", " \n", " \n", " 1037_ZW_73_10008_FH13\n", - " 0.985981\n", - " 98.598138\n", + " 0.985137\n", + " 98.513746\n", " nahezu vollständig redundant\n", " \n", " \n", " 1038_ZW_74_10033_10032\n", - " 0.986726\n", - " 98.672601\n", + " 0.986520\n", + " 98.652042\n", " nahezu vollständig redundant\n", " \n", " \n", " 1039_ZW_74_10033_FH15\n", - " 0.992223\n", - " 99.222336\n", + " 0.992208\n", + " 99.220800\n", " nahezu vollständig redundant\n", " \n", " \n", " 1040_ZW_74_10033_10032\n", - " 0.986726\n", - " 98.672594\n", + " 0.986520\n", + " 98.652036\n", " nahezu vollständig redundant\n", " \n", " \n", " 1041_ZW_74_10033_FH15\n", - " 0.992223\n", - " 99.222311\n", + " 0.992208\n", + " 99.220775\n", " nahezu vollständig redundant\n", " \n", " \n", " 1042_ZW_74_10033_10032\n", - " 0.986726\n", - " 98.672577\n", + " 0.986520\n", + " 98.652018\n", " nahezu vollständig redundant\n", " \n", " \n", " 1043_ZW_74_10033_FH15\n", - " 0.992223\n", - " 99.222320\n", + " 0.992208\n", + " 99.220785\n", " nahezu vollständig redundant\n", " \n", " \n", " 1044_ZW_75_10032_10033\n", - " 0.986727\n", - " 98.672710\n", + " 0.986522\n", + " 98.652153\n", " nahezu vollständig redundant\n", " \n", " \n", " 1045_ZW_75_10032_FH15\n", - " 0.987723\n", - " 98.772344\n", + " 0.987573\n", + " 98.757251\n", " nahezu vollständig redundant\n", " \n", " \n", " 1046_ZW_75_10032_10033\n", - " 0.986727\n", - " 98.672687\n", + " 0.986521\n", + " 98.652130\n", " nahezu vollständig redundant\n", " \n", " \n", " 1047_ZW_75_10032_FH15\n", - " 0.987724\n", - " 98.772376\n", + " 0.987573\n", + " 98.757284\n", " nahezu vollständig redundant\n", " \n", " \n", " 1048_ZW_75_10032_10033\n", - " 0.986727\n", - " 98.672704\n", + " 0.986521\n", + " 98.652147\n", " nahezu vollständig redundant\n", " \n", " \n", " 1049_ZW_75_10032_FH15\n", - " 0.987724\n", - " 98.772368\n", + " 0.987573\n", + " 98.757276\n", " nahezu vollständig redundant\n", " \n", " \n", " 1_gnssbx_0645_10026\n", - " 0.912144\n", - " 91.214402\n", + " 0.921415\n", + " 92.141467\n", " nahezu vollständig redundant\n", " \n", " \n", " 2_gnssbx_0645_10014\n", - " 0.837758\n", - " 83.775801\n", + " 0.813647\n", + " 81.364705\n", " nahezu vollständig redundant\n", " \n", " \n", " 3_gnssbx_0645_10044\n", - " 0.665274\n", - " 66.527380\n", + " 0.592203\n", + " 59.220301\n", " gut kontrollierbar\n", " \n", " \n", - " 4_gnssbx_0645_10037\n", - " 0.758963\n", - " 75.896270\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 5_gnssbx_0645_10008\n", - " 0.841951\n", - " 84.195107\n", + " 0.825516\n", + " 82.551624\n", " nahezu vollständig redundant\n", " \n", " \n", " 6_gnssbx_0645_10044\n", - " 0.841772\n", - " 84.177204\n", + " 0.808493\n", + " 80.849334\n", " nahezu vollständig redundant\n", " \n", " \n", " 7_gnssbx_0656_10014\n", - " 0.620672\n", - " 62.067202\n", + " 0.696837\n", + " 69.683693\n", " gut kontrollierbar\n", " \n", " \n", " 8_gnssbx_0656_10026\n", - " 0.763765\n", - " 76.376464\n", + " 0.890453\n", + " 89.045347\n", " nahezu vollständig redundant\n", " \n", " \n", " 9_gnssbx_0656_10001\n", - " 0.734668\n", - " 73.466789\n", + " 0.885776\n", + " 88.577606\n", " nahezu vollständig redundant\n", " \n", " \n", " 10_gnssbx_0656_10028\n", - " 0.632483\n", - " 63.248333\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 11_gnssbx_0656_10014\n", - " 0.720924\n", - " 72.092358\n", + " 0.865440\n", + " 86.544037\n", " nahezu vollständig redundant\n", " \n", " \n", - " 12_gnssbx_0656_10037\n", - " 0.891783\n", - " 89.178294\n", + " 11_gnssbx_0656_10014\n", + " 0.797285\n", + " 79.728475\n", " nahezu vollständig redundant\n", " \n", " \n", " 13_gnssbx_0656_10001\n", - " 0.610381\n", - " 61.038052\n", - " gut kontrollierbar\n", + " 0.843369\n", + " 84.336897\n", + " nahezu vollständig redundant\n", " \n", " \n", " 14_gnssbx_0656_10059\n", - " 0.685134\n", - " 68.513428\n", - " gut kontrollierbar\n", + " 0.763867\n", + " 76.386666\n", + " nahezu vollständig redundant\n", " \n", " \n", " 15_gnssbx_0656_10044\n", - " 0.573396\n", - " 57.339644\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 16_gnssbx_0656_10037\n", - " 0.466542\n", - " 46.654226\n", + " 0.549975\n", + " 54.997495\n", " gut kontrollierbar\n", " \n", " \n", " 17_gnssbx_0656_10026\n", - " 0.861200\n", - " 86.120034\n", + " 0.939042\n", + " 93.904205\n", " nahezu vollständig redundant\n", " \n", " \n", " 18_gnssbx_0656_10059\n", - " 0.635917\n", - " 63.591675\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 19_gnssbx_0656_10008\n", - " 0.526346\n", - " 52.634560\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 20_gnssbx_0656_10054\n", - " 0.546135\n", - " 54.613522\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 21_gnssbx_0656_10044\n", - " 0.755949\n", - " 75.594927\n", + " 0.732398\n", + " 73.239755\n", " nahezu vollständig redundant\n", " \n", " \n", - " 22_gnssbx_0656_10054\n", - " 0.667697\n", - " 66.769704\n", + " 19_gnssbx_0656_10008\n", + " 0.692152\n", + " 69.215181\n", " gut kontrollierbar\n", " \n", " \n", " 23_gnssbx_0656_10028\n", - " 0.706811\n", - " 70.681054\n", + " 0.889556\n", + " 88.955603\n", " nahezu vollständig redundant\n", " \n", " \n", " 24_gnssbx_0656_10008\n", - " 0.818197\n", - " 81.819675\n", + " 0.877219\n", + " 87.721855\n", " nahezu vollständig redundant\n", " \n", " \n", " 25_gnssbx_0995_10014\n", - " 0.713668\n", - " 71.366807\n", + " 0.722225\n", + " 72.222504\n", " nahezu vollständig redundant\n", " \n", " \n", " 26_gnssbx_0995_10026\n", - " 0.871450\n", - " 87.144953\n", + " 0.898883\n", + " 89.888341\n", " nahezu vollständig redundant\n", " \n", " \n", " 27_gnssbx_0995_10014\n", - " 0.764405\n", - " 76.440488\n", + " 0.772953\n", + " 77.295334\n", " nahezu vollständig redundant\n", " \n", " \n", " 28_gnssbx_0995_10037\n", - " 0.937702\n", - " 93.770160\n", + " 0.942520\n", + " 94.251966\n", " nahezu vollständig redundant\n", " \n", " \n", " 29_gnssbx_0995_10059\n", - " 0.762622\n", - " 76.262187\n", + " 0.780202\n", + " 78.020196\n", " nahezu vollständig redundant\n", " \n", " \n", " 30_gnssbx_0995_10008\n", - " 0.791854\n", - " 79.185439\n", + " 0.809963\n", + " 80.996298\n", " nahezu vollständig redundant\n", " \n", " \n", " 31_gnssbx_1675_10014\n", - " 0.852874\n", - " 85.287406\n", + " 0.840993\n", + " 84.099270\n", " nahezu vollständig redundant\n", " \n", " \n", " 32_gnssbx_1675_10026\n", - " 0.915623\n", - " 91.562333\n", + " 0.941280\n", + " 94.128014\n", " nahezu vollständig redundant\n", " \n", " \n", " 33_gnssbx_1675_10014\n", - " 0.845888\n", - " 84.588780\n", + " 0.839673\n", + " 83.967304\n", " nahezu vollständig redundant\n", " \n", " \n", " 34_gnssbx_1675_10037\n", - " 0.925119\n", - " 92.511905\n", + " 0.920441\n", + " 92.044089\n", " nahezu vollständig redundant\n", " \n", " \n", " 35_gnssbx_1675_10044\n", - " 0.670049\n", - " 67.004897\n", + " 0.632810\n", + " 63.280983\n", " gut kontrollierbar\n", " \n", " \n", - " 36_gnssbx_1675_10037\n", - " 0.798731\n", - " 79.873113\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 37_gnssbx_1675_10008\n", - " 0.892846\n", - " 89.284605\n", + " 0.898222\n", + " 89.822156\n", " nahezu vollständig redundant\n", " \n", " \n", " 38_gnssbx_1675_10044\n", - " 0.830055\n", - " 83.005493\n", + " 0.811493\n", + " 81.149284\n", " nahezu vollständig redundant\n", " \n", " \n", " 39_gnssbx_ESTE_10014\n", - " 0.805596\n", - " 80.559626\n", + " 0.812367\n", + " 81.236686\n", " nahezu vollständig redundant\n", " \n", " \n", " 40_gnssbx_ESTE_10026\n", - " 0.910747\n", - " 91.074664\n", + " 0.941413\n", + " 94.141336\n", " nahezu vollständig redundant\n", " \n", " \n", " 41_gnssbx_ESTE_10014\n", - " 0.836663\n", - " 83.666296\n", + " 0.849140\n", + " 84.913985\n", " nahezu vollständig redundant\n", " \n", " \n", " 42_gnssbx_ESTE_10037\n", - " 0.962446\n", - " 96.244553\n", + " 0.967412\n", + " 96.741177\n", " nahezu vollständig redundant\n", " \n", " \n", " 43_gnssbx_ESTE_10044\n", - " 0.562811\n", - " 56.281112\n", + " 0.571721\n", + " 57.172134\n", " gut kontrollierbar\n", " \n", " \n", " 44_gnssbx_ESTE_10008\n", - " 0.871076\n", - " 87.107556\n", + " 0.889909\n", + " 88.990928\n", " nahezu vollständig redundant\n", " \n", " \n", " 45_gnssbx_ESTE_10044\n", - " 0.849148\n", - " 84.914800\n", + " 0.852347\n", + " 85.234708\n", " nahezu vollständig redundant\n", " \n", " \n", " 46_gnssbx_GNA2_10014\n", - " 0.833406\n", - " 83.340584\n", + " 0.838559\n", + " 83.855878\n", " nahezu vollständig redundant\n", " \n", " \n", " 47_gnssbx_GNA2_10026\n", - " 0.902166\n", - " 90.216612\n", + " 0.933512\n", + " 93.351159\n", " nahezu vollständig redundant\n", " \n", " \n", " 48_gnssbx_GNA2_10014\n", - " 0.833177\n", - " 83.317685\n", + " 0.844380\n", + " 84.437954\n", " nahezu vollständig redundant\n", " \n", " \n", " 49_gnssbx_GNA2_10037\n", - " 0.976570\n", - " 97.656991\n", + " 0.979381\n", + " 97.938068\n", " nahezu vollständig redundant\n", " \n", " \n", " 50_gnssbx_GNA2_10044\n", - " 0.589901\n", - " 58.990139\n", + " 0.599988\n", + " 59.998824\n", " gut kontrollierbar\n", " \n", " \n", " 51_gnssbx_GNA2_10059\n", - " 0.870525\n", - " 87.052531\n", + " 0.887984\n", + " 88.798361\n", " nahezu vollständig redundant\n", " \n", " \n", " 52_gnssbx_GNA2_10008\n", - " 0.872459\n", - " 87.245928\n", + " 0.889269\n", + " 88.926926\n", " nahezu vollständig redundant\n", " \n", " \n", " 53_gnssbx_GNA2_10044\n", - " 0.895402\n", - " 89.540243\n", + " 0.898223\n", + " 89.822342\n", " nahezu vollständig redundant\n", " \n", " \n", " 1_gnssby_0645_10026\n", - " 0.852002\n", - " 85.200187\n", + " 0.856344\n", + " 85.634383\n", " nahezu vollständig redundant\n", " \n", " \n", " 2_gnssby_0645_10014\n", - " 0.748883\n", - " 74.888321\n", + " 0.712718\n", + " 71.271817\n", " nahezu vollständig redundant\n", " \n", " \n", " 3_gnssby_0645_10044\n", - " 0.750460\n", - " 75.045989\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 4_gnssby_0645_10037\n", - " 0.805577\n", - " 80.557694\n", + " 0.712522\n", + " 71.252191\n", " nahezu vollständig redundant\n", " \n", " \n", " 5_gnssby_0645_10008\n", - " 0.856059\n", - " 85.605941\n", + " 0.842388\n", + " 84.238768\n", " nahezu vollständig redundant\n", " \n", " \n", " 6_gnssby_0645_10044\n", - " 0.817761\n", - " 81.776076\n", + " 0.792409\n", + " 79.240924\n", " nahezu vollständig redundant\n", " \n", " \n", " 7_gnssby_0656_10014\n", - " 0.534584\n", - " 53.458401\n", + " 0.571146\n", + " 57.114627\n", " gut kontrollierbar\n", " \n", " \n", " 8_gnssby_0656_10026\n", - " 0.632635\n", - " 63.263489\n", - " gut kontrollierbar\n", + " 0.778749\n", + " 77.874920\n", + " nahezu vollständig redundant\n", " \n", " \n", " 9_gnssby_0656_10001\n", - " 0.501951\n", - " 50.195081\n", + " 0.631863\n", + " 63.186349\n", " gut kontrollierbar\n", " \n", " \n", " 10_gnssby_0656_10028\n", - " 0.485297\n", - " 48.529650\n", + " 0.654264\n", + " 65.426357\n", " gut kontrollierbar\n", " \n", " \n", " 11_gnssby_0656_10014\n", - " 0.699319\n", - " 69.931900\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 12_gnssby_0656_10037\n", - " 0.834349\n", - " 83.434875\n", + " 0.731123\n", + " 73.112347\n", " nahezu vollständig redundant\n", " \n", " \n", " 13_gnssby_0656_10001\n", - " 0.528050\n", - " 52.805020\n", + " 0.655252\n", + " 65.525162\n", " gut kontrollierbar\n", " \n", " \n", " 14_gnssby_0656_10059\n", - " 0.758073\n", - " 75.807284\n", + " 0.822342\n", + " 82.234238\n", " nahezu vollständig redundant\n", " \n", " \n", " 15_gnssby_0656_10044\n", - " 0.668429\n", - " 66.842873\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 16_gnssby_0656_10037\n", - " 0.371960\n", - " 37.196024\n", + " 0.636012\n", + " 63.601192\n", " gut kontrollierbar\n", " \n", " \n", " 17_gnssby_0656_10026\n", - " 0.704702\n", - " 70.470220\n", + " 0.822471\n", + " 82.247136\n", " nahezu vollständig redundant\n", " \n", " \n", " 18_gnssby_0656_10059\n", - " 0.350034\n", - " 35.003446\n", + " 0.497062\n", + " 49.706155\n", " gut kontrollierbar\n", " \n", " \n", " 19_gnssby_0656_10008\n", - " 0.409706\n", - " 40.970586\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 20_gnssby_0656_10054\n", - " 0.321224\n", - " 32.122351\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 21_gnssby_0656_10044\n", - " 0.652245\n", - " 65.224453\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 22_gnssby_0656_10054\n", - " 0.697763\n", - " 69.776334\n", + " 0.511782\n", + " 51.178205\n", " gut kontrollierbar\n", " \n", " \n", " 23_gnssby_0656_10028\n", - " 0.558890\n", - " 55.888992\n", + " 0.687521\n", + " 68.752092\n", " gut kontrollierbar\n", " \n", " \n", " 24_gnssby_0656_10008\n", - " 0.758752\n", - " 75.875201\n", + " 0.798323\n", + " 79.832279\n", " nahezu vollständig redundant\n", " \n", " \n", " 25_gnssby_0995_10014\n", - " 0.705854\n", - " 70.585358\n", + " 0.708618\n", + " 70.861780\n", " nahezu vollständig redundant\n", " \n", " \n", " 26_gnssby_0995_10026\n", - " 0.814667\n", - " 81.466665\n", + " 0.838776\n", + " 83.877557\n", " nahezu vollständig redundant\n", " \n", " \n", " 27_gnssby_0995_10014\n", - " 0.689477\n", - " 68.947711\n", + " 0.692888\n", + " 69.288785\n", " gut kontrollierbar\n", " \n", " \n", " 28_gnssby_0995_10037\n", - " 0.924691\n", - " 92.469096\n", + " 0.919436\n", + " 91.943576\n", " nahezu vollständig redundant\n", " \n", " \n", " 29_gnssby_0995_10059\n", - " 0.855247\n", - " 85.524726\n", + " 0.866100\n", + " 86.609971\n", " nahezu vollständig redundant\n", " \n", " \n", " 30_gnssby_0995_10008\n", - " 0.838297\n", - " 83.829698\n", + " 0.846317\n", + " 84.631668\n", " nahezu vollständig redundant\n", " \n", " \n", " 31_gnssby_1675_10014\n", - " 0.812935\n", - " 81.293453\n", + " 0.798727\n", + " 79.872747\n", " nahezu vollständig redundant\n", " \n", " \n", " 32_gnssby_1675_10026\n", - " 0.880314\n", - " 88.031351\n", + " 0.903849\n", + " 90.384920\n", " nahezu vollständig redundant\n", " \n", " \n", " 33_gnssby_1675_10014\n", - " 0.769837\n", - " 76.983696\n", + " 0.753596\n", + " 75.359632\n", " nahezu vollständig redundant\n", " \n", " \n", " 34_gnssby_1675_10037\n", - " 0.901651\n", - " 90.165052\n", + " 0.878303\n", + " 87.830314\n", " nahezu vollständig redundant\n", " \n", " \n", " 35_gnssby_1675_10044\n", - " 0.753720\n", - " 75.371978\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 36_gnssby_1675_10037\n", - " 0.846360\n", - " 84.635995\n", + " 0.740769\n", + " 74.076916\n", " nahezu vollständig redundant\n", " \n", " \n", " 37_gnssby_1675_10008\n", - " 0.907947\n", - " 90.794666\n", + " 0.908671\n", + " 90.867058\n", " nahezu vollständig redundant\n", " \n", " \n", " 38_gnssby_1675_10044\n", - " 0.804015\n", - " 80.401461\n", + " 0.794708\n", + " 79.470818\n", " nahezu vollständig redundant\n", " \n", " \n", " 39_gnssby_ESTE_10014\n", - " 0.776490\n", - " 77.648979\n", + " 0.777474\n", + " 77.747363\n", " nahezu vollständig redundant\n", " \n", " \n", " 40_gnssby_ESTE_10026\n", - " 0.870665\n", - " 87.066466\n", + " 0.901167\n", + " 90.116731\n", " nahezu vollständig redundant\n", " \n", " \n", " 41_gnssby_ESTE_10014\n", - " 0.766182\n", - " 76.618215\n", + " 0.768540\n", + " 76.853994\n", " nahezu vollständig redundant\n", " \n", " \n", " 42_gnssby_ESTE_10037\n", - " 0.941717\n", - " 94.171703\n", + " 0.937023\n", + " 93.702286\n", " nahezu vollständig redundant\n", " \n", " \n", " 43_gnssby_ESTE_10044\n", - " 0.685603\n", - " 68.560339\n", + " 0.691260\n", + " 69.125963\n", " gut kontrollierbar\n", " \n", " \n", " 44_gnssby_ESTE_10008\n", - " 0.890085\n", - " 89.008460\n", + " 0.898009\n", + " 89.800912\n", " nahezu vollständig redundant\n", " \n", " \n", " 45_gnssby_ESTE_10044\n", - " 0.818324\n", - " 81.832354\n", + " 0.821637\n", + " 82.163657\n", " nahezu vollständig redundant\n", " \n", " \n", " 46_gnssby_GNA2_10014\n", - " 0.802805\n", - " 80.280454\n", + " 0.803633\n", + " 80.363304\n", " nahezu vollständig redundant\n", " \n", " \n", " 47_gnssby_GNA2_10026\n", - " 0.856223\n", - " 85.622288\n", + " 0.886233\n", + " 88.623316\n", " nahezu vollständig redundant\n", " \n", " \n", " 48_gnssby_GNA2_10014\n", - " 0.758836\n", - " 75.883570\n", + " 0.761324\n", + " 76.132422\n", " nahezu vollständig redundant\n", " \n", " \n", " 49_gnssby_GNA2_10037\n", - " 0.964828\n", - " 96.482777\n", + " 0.961949\n", + " 96.194932\n", " nahezu vollständig redundant\n", " \n", " \n", " 50_gnssby_GNA2_10044\n", - " 0.692095\n", - " 69.209465\n", + " 0.698522\n", + " 69.852230\n", " gut kontrollierbar\n", " \n", " \n", " 51_gnssby_GNA2_10059\n", - " 0.903659\n", - " 90.365946\n", + " 0.916255\n", + " 91.625526\n", " nahezu vollständig redundant\n", " \n", " \n", " 52_gnssby_GNA2_10008\n", - " 0.884867\n", - " 88.486666\n", + " 0.892293\n", + " 89.229340\n", " nahezu vollständig redundant\n", " \n", " \n", " 53_gnssby_GNA2_10044\n", - " 0.880153\n", - " 88.015295\n", + " 0.882838\n", + " 88.283849\n", " nahezu vollständig redundant\n", " \n", " \n", " 1_gnssbz_0645_10026\n", - " 0.784802\n", - " 78.480243\n", + " 0.759017\n", + " 75.901731\n", " nahezu vollständig redundant\n", " \n", " \n", " 2_gnssbz_0645_10014\n", - " 0.901137\n", - " 90.113739\n", + " 0.887236\n", + " 88.723615\n", " nahezu vollständig redundant\n", " \n", " \n", " 3_gnssbz_0645_10044\n", - " 0.663963\n", - " 66.396322\n", + " 0.599060\n", + " 59.906032\n", " gut kontrollierbar\n", " \n", " \n", - " 4_gnssbz_0645_10037\n", - " 0.783951\n", - " 78.395136\n", - " nahezu vollständig redundant\n", - " \n", - " \n", " 5_gnssbz_0645_10008\n", - " 0.916686\n", - " 91.668565\n", + " 0.915148\n", + " 91.514822\n", " nahezu vollständig redundant\n", " \n", " \n", " 6_gnssbz_0645_10044\n", - " 0.850405\n", - " 85.040458\n", + " 0.821881\n", + " 82.188148\n", " nahezu vollständig redundant\n", " \n", " \n", " 7_gnssbz_0656_10014\n", - " 0.517293\n", - " 51.729337\n", + " 0.631546\n", + " 63.154594\n", " gut kontrollierbar\n", " \n", " \n", " 8_gnssbz_0656_10026\n", - " 0.763667\n", - " 76.366682\n", + " 0.857075\n", + " 85.707549\n", " nahezu vollständig redundant\n", " \n", " \n", " 9_gnssbz_0656_10001\n", - " 0.640700\n", - " 64.070024\n", - " gut kontrollierbar\n", + " 0.833900\n", + " 83.390048\n", + " nahezu vollständig redundant\n", " \n", " \n", " 10_gnssbz_0656_10028\n", - " 0.792601\n", - " 79.260143\n", + " 0.923391\n", + " 92.339065\n", " nahezu vollständig redundant\n", " \n", " \n", " 11_gnssbz_0656_10014\n", - " 0.881842\n", - " 88.184224\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 12_gnssbz_0656_10037\n", - " 0.965265\n", - " 96.526468\n", + " 0.910345\n", + " 91.034516\n", " nahezu vollständig redundant\n", " \n", " \n", " 13_gnssbz_0656_10001\n", - " 0.850357\n", - " 85.035689\n", + " 0.931588\n", + " 93.158754\n", " nahezu vollständig redundant\n", " \n", " \n", " 14_gnssbz_0656_10059\n", - " 0.722504\n", - " 72.250378\n", + " 0.833586\n", + " 83.358620\n", " nahezu vollständig redundant\n", " \n", " \n", " 15_gnssbz_0656_10044\n", - " 0.740328\n", - " 74.032814\n", + " 0.746270\n", + " 74.626970\n", " nahezu vollständig redundant\n", " \n", " \n", - " 16_gnssbz_0656_10037\n", - " 0.534304\n", - " 53.430363\n", - " gut kontrollierbar\n", - " \n", - " \n", " 17_gnssbz_0656_10026\n", - " 0.896372\n", - " 89.637236\n", + " 0.939151\n", + " 93.915103\n", " nahezu vollständig redundant\n", " \n", " \n", " 18_gnssbz_0656_10059\n", - " 0.807666\n", - " 80.766566\n", + " 0.871711\n", + " 87.171077\n", " nahezu vollständig redundant\n", " \n", " \n", " 19_gnssbz_0656_10008\n", - " 0.687226\n", - " 68.722588\n", - " gut kontrollierbar\n", - " \n", - " \n", - " 20_gnssbz_0656_10054\n", - " 0.778018\n", - " 77.801841\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 21_gnssbz_0656_10044\n", - " 0.742842\n", - " 74.284198\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 22_gnssbz_0656_10054\n", - " 0.708714\n", - " 70.871377\n", + " 0.849922\n", + " 84.992249\n", " nahezu vollständig redundant\n", " \n", " \n", " 23_gnssbz_0656_10028\n", - " 0.764681\n", - " 76.468082\n", + " 0.911844\n", + " 91.184380\n", " nahezu vollständig redundant\n", " \n", " \n", " 24_gnssbz_0656_10008\n", - " 0.884573\n", - " 88.457301\n", + " 0.945177\n", + " 94.517709\n", " nahezu vollständig redundant\n", " \n", " \n", " 25_gnssbz_0995_10014\n", - " 0.509640\n", - " 50.963974\n", + " 0.523947\n", + " 52.394657\n", " gut kontrollierbar\n", " \n", " \n", " 26_gnssbz_0995_10026\n", - " 0.730532\n", - " 73.053218\n", + " 0.751257\n", + " 75.125702\n", " nahezu vollständig redundant\n", " \n", " \n", " 27_gnssbz_0995_10014\n", - " 0.880653\n", - " 88.065340\n", + " 0.884282\n", + " 88.428160\n", " nahezu vollständig redundant\n", " \n", " \n", " 28_gnssbz_0995_10037\n", - " 0.975713\n", - " 97.571277\n", + " 0.978249\n", + " 97.824892\n", " nahezu vollständig redundant\n", " \n", " \n", " 29_gnssbz_0995_10059\n", - " 0.882638\n", - " 88.263794\n", + " 0.899296\n", + " 89.929607\n", " nahezu vollständig redundant\n", " \n", " \n", " 30_gnssbz_0995_10008\n", - " 0.910594\n", - " 91.059373\n", + " 0.926512\n", + " 92.651199\n", " nahezu vollständig redundant\n", " \n", " \n", " 31_gnssbz_1675_10014\n", - " 0.692502\n", - " 69.250189\n", + " 0.682373\n", + " 68.237256\n", " gut kontrollierbar\n", " \n", " \n", " 32_gnssbz_1675_10026\n", - " 0.851057\n", - " 85.105747\n", + " 0.862359\n", + " 86.235875\n", " nahezu vollständig redundant\n", " \n", " \n", " 33_gnssbz_1675_10014\n", - " 0.914223\n", - " 91.422304\n", + " 0.911729\n", + " 91.172901\n", " nahezu vollständig redundant\n", " \n", " \n", " 34_gnssbz_1675_10037\n", - " 0.982133\n", - " 98.213348\n", + " 0.982533\n", + " 98.253264\n", " nahezu vollständig redundant\n", " \n", " \n", " 35_gnssbz_1675_10044\n", - " 0.717187\n", - " 71.718728\n", - " nahezu vollständig redundant\n", - " \n", - " \n", - " 36_gnssbz_1675_10037\n", - " 0.843838\n", - " 84.383777\n", - " nahezu vollständig redundant\n", + " 0.699407\n", + " 69.940748\n", + " gut kontrollierbar\n", " \n", " \n", " 37_gnssbz_1675_10008\n", - " 0.947597\n", - " 94.759725\n", + " 0.958284\n", + " 95.828447\n", " nahezu vollständig redundant\n", " \n", " \n", " 38_gnssbz_1675_10044\n", - " 0.848295\n", - " 84.829450\n", + " 0.838659\n", + " 83.865879\n", " nahezu vollständig redundant\n", " \n", " \n", " 39_gnssbz_ESTE_10014\n", - " 0.646891\n", - " 64.689056\n", + " 0.671311\n", + " 67.131127\n", " gut kontrollierbar\n", " \n", " \n", " 40_gnssbz_ESTE_10026\n", - " 0.847043\n", - " 84.704267\n", + " 0.872710\n", + " 87.271027\n", " nahezu vollständig redundant\n", " \n", " \n", " 41_gnssbz_ESTE_10014\n", - " 0.917390\n", - " 91.739039\n", + " 0.923573\n", + " 92.357283\n", " nahezu vollständig redundant\n", " \n", " \n", " 42_gnssbz_ESTE_10037\n", - " 0.985809\n", - " 98.580921\n", + " 0.988131\n", + " 98.813125\n", " nahezu vollständig redundant\n", " \n", " \n", " 43_gnssbz_ESTE_10044\n", - " 0.645795\n", - " 64.579524\n", + " 0.663263\n", + " 66.326313\n", " gut kontrollierbar\n", " \n", " \n", " 44_gnssbz_ESTE_10008\n", - " 0.939657\n", - " 93.965656\n", + " 0.956264\n", + " 95.626411\n", " nahezu vollständig redundant\n", " \n", " \n", " 45_gnssbz_ESTE_10044\n", - " 0.849176\n", - " 84.917616\n", + " 0.856731\n", + " 85.673111\n", " nahezu vollständig redundant\n", " \n", " \n", " 46_gnssbz_GNA2_10014\n", - " 0.679068\n", - " 67.906840\n", - " gut kontrollierbar\n", + " 0.700527\n", + " 70.052651\n", + " nahezu vollständig redundant\n", " \n", " \n", " 47_gnssbz_GNA2_10026\n", - " 0.819685\n", - " 81.968507\n", + " 0.844604\n", + " 84.460422\n", " nahezu vollständig redundant\n", " \n", " \n", " 48_gnssbz_GNA2_10014\n", - " 0.937152\n", - " 93.715237\n", + " 0.940998\n", + " 94.099792\n", " nahezu vollständig redundant\n", " \n", " \n", " 49_gnssbz_GNA2_10037\n", - " 0.990769\n", - " 99.076884\n", + " 0.992112\n", + " 99.211222\n", " nahezu vollständig redundant\n", " \n", " \n", " 50_gnssbz_GNA2_10044\n", - " 0.626710\n", - " 62.671011\n", + " 0.644341\n", + " 64.434107\n", " gut kontrollierbar\n", " \n", " \n", " 51_gnssbz_GNA2_10059\n", - " 0.923395\n", - " 92.339470\n", + " 0.939067\n", + " 93.906683\n", " nahezu vollständig redundant\n", " \n", " \n", " 52_gnssbz_GNA2_10008\n", - " 0.937173\n", - " 93.717314\n", + " 0.952764\n", + " 95.276447\n", " nahezu vollständig redundant\n", " \n", " \n", " 53_gnssbz_GNA2_10044\n", - " 0.910508\n", - " 91.050772\n", + " 0.914772\n", + " 91.477218\n", " nahezu vollständig redundant\n", " \n", " \n", " 1050_niv_812_10047\n", - " 0.683635\n", - " 68.363508\n", + " 0.683384\n", + " 68.338414\n", " gut kontrollierbar\n", " \n", " \n", " 1051_niv_10047_10046\n", - " 0.660843\n", - " 66.084346\n", + " 0.660331\n", + " 66.033141\n", " gut kontrollierbar\n", " \n", " \n", " 1052_niv_10046_10045\n", - " 0.680405\n", - " 68.040529\n", + " 0.677726\n", + " 67.772638\n", " gut kontrollierbar\n", " \n", " \n", " 1053_niv_10045_10034\n", - " 0.785528\n", - " 78.552779\n", + " 0.781043\n", + " 78.104292\n", " nahezu vollständig redundant\n", " \n", " \n", " 1054_niv_10034_FH14\n", - " 0.640628\n", - " 64.062789\n", + " 0.640120\n", + " 64.012012\n", " gut kontrollierbar\n", " \n", " \n", " 1055_niv_FH14_FH11\n", - " 0.709375\n", - " 70.937524\n", + " 0.708723\n", + " 70.872294\n", " nahezu vollständig redundant\n", " \n", " \n", " 1056_niv_FH11_10035\n", - " 0.625023\n", - " 62.502334\n", + " 0.624895\n", + " 62.489474\n", " gut kontrollierbar\n", " \n", " \n", " 1057_niv_10035_10029\n", - " 0.651547\n", - " 65.154693\n", + " 0.649012\n", + " 64.901179\n", " gut kontrollierbar\n", " \n", " \n", " 1058_niv_10029_10030\n", - " 0.621339\n", - " 62.133887\n", + " 0.618762\n", + " 61.876177\n", " gut kontrollierbar\n", " \n", " \n", " 1059_niv_10030_10031\n", - " 0.633906\n", - " 63.390576\n", + " 0.628681\n", + " 62.868083\n", " gut kontrollierbar\n", " \n", " \n", " 1060_niv_10031_10017\n", - " 0.678244\n", - " 67.824374\n", + " 0.661765\n", + " 66.176475\n", " gut kontrollierbar\n", " \n", " \n", " 1061_niv_10017_10013\n", - " 0.646321\n", - " 64.632130\n", + " 0.628755\n", + " 62.875520\n", " gut kontrollierbar\n", " \n", " \n", " 1062_niv_10013_10012\n", - " 0.635449\n", - " 63.544888\n", + " 0.615354\n", + " 61.535379\n", " gut kontrollierbar\n", " \n", " \n", " 1063_niv_10012_10014\n", - " 0.647462\n", - " 64.746151\n", + " 0.622335\n", + " 62.233453\n", " gut kontrollierbar\n", " \n", " \n", " 1064_niv_10014_10015\n", - " 0.652479\n", - " 65.247887\n", + " 0.625510\n", + " 62.550995\n", " gut kontrollierbar\n", " \n", " \n", " 1065_niv_10015_10016\n", - " 0.654413\n", - " 65.441271\n", + " 0.637673\n", + " 63.767298\n", " gut kontrollierbar\n", " \n", " \n", " 1066_niv_10016_10007\n", - " 0.666670\n", - " 66.666960\n", + " 0.645924\n", + " 64.592370\n", " gut kontrollierbar\n", " \n", " \n", " 1067_niv_10007_FH13\n", - " 0.532949\n", - " 53.294889\n", + " 0.532933\n", + " 53.293291\n", " gut kontrollierbar\n", " \n", " \n", " 1068_niv_FH13_10007\n", - " 0.532945\n", - " 53.294484\n", + " 0.532929\n", + " 53.292886\n", " gut kontrollierbar\n", " \n", " \n", " 1069_niv_10007_10016\n", - " 0.666717\n", - " 66.671674\n", + " 0.645974\n", + " 64.597377\n", " gut kontrollierbar\n", " \n", " \n", " 1070_niv_10016_10015\n", - " 0.654392\n", - " 65.439247\n", + " 0.637652\n", + " 63.765176\n", " gut kontrollierbar\n", " \n", " \n", " 1071_niv_10015_10014\n", - " 0.652466\n", - " 65.246550\n", + " 0.625496\n", + " 62.549555\n", " gut kontrollierbar\n", " \n", " \n", " 1072_niv_10014_10012\n", - " 0.647426\n", - " 64.742647\n", + " 0.622297\n", + " 62.229700\n", " gut kontrollierbar\n", " \n", " \n", " 1073_niv_10012_10013\n", - " 0.635445\n", - " 63.544477\n", + " 0.615349\n", + " 61.534946\n", " gut kontrollierbar\n", " \n", " \n", " 1074_niv_10013_10017\n", - " 0.646275\n", - " 64.627520\n", + " 0.628707\n", + " 62.870681\n", " gut kontrollierbar\n", " \n", " \n", " 1075_niv_10017_10031\n", - " 0.678231\n", - " 67.823145\n", + " 0.661752\n", + " 66.175184\n", " gut kontrollierbar\n", " \n", " \n", " 1076_niv_10031_10030\n", - " 0.633879\n", - " 63.387898\n", + " 0.628654\n", + " 62.865367\n", " gut kontrollierbar\n", " \n", " \n", " 1077_niv_10030_10029\n", - " 0.621349\n", - " 62.134947\n", + " 0.618772\n", + " 61.877245\n", " gut kontrollierbar\n", " \n", " \n", " 1078_niv_10029_10035\n", - " 0.651614\n", - " 65.161418\n", + " 0.649080\n", + " 64.907953\n", " gut kontrollierbar\n", " \n", " \n", " 1079_niv_10035_FH11\n", - " 0.625056\n", - " 62.505594\n", + " 0.624927\n", + " 62.492735\n", " gut kontrollierbar\n", " \n", " \n", " 1080_niv_FH11_FH14\n", - " 0.709586\n", - " 70.958646\n", + " 0.708935\n", + " 70.893464\n", " nahezu vollständig redundant\n", " \n", " \n", " 1081_niv_FH14_10034\n", - " 0.640614\n", - " 64.061368\n", + " 0.640106\n", + " 64.010588\n", " gut kontrollierbar\n", " \n", " \n", " 1082_niv_10034_10045\n", - " 0.785503\n", - " 78.550251\n", + " 0.781017\n", + " 78.101711\n", " nahezu vollständig redundant\n", " \n", " \n", " 1083_niv_10045_10046\n", - " 0.680432\n", - " 68.043194\n", + " 0.677753\n", + " 67.775326\n", " gut kontrollierbar\n", " \n", " \n", " 1084_niv_10046_10047\n", - " 0.660782\n", - " 66.078228\n", + " 0.660270\n", + " 66.027013\n", " gut kontrollierbar\n", " \n", " \n", " 1085_niv_10047_812\n", - " 0.683633\n", - " 68.363274\n", + " 0.683382\n", + " 68.338180\n", " gut kontrollierbar\n", " \n", " \n", " 1086_niv_666_10054\n", - " 0.621111\n", - " 62.111078\n", + " 0.609468\n", + " 60.946793\n", " gut kontrollierbar\n", " \n", " \n", " 1087_niv_10054_10056\n", - " 0.714437\n", - " 71.443740\n", - " nahezu vollständig redundant\n", + " 0.699517\n", + " 69.951696\n", + " gut kontrollierbar\n", " \n", " \n", " 1088_niv_10056_10058\n", - " 0.676414\n", - " 67.641441\n", + " 0.666968\n", + " 66.696780\n", " gut kontrollierbar\n", " \n", " \n", " 1089_niv_10058_10052\n", - " 0.700114\n", - " 70.011379\n", - " nahezu vollständig redundant\n", + " 0.679835\n", + " 67.983539\n", + " gut kontrollierbar\n", " \n", " \n", " 1090_niv_10052_10043\n", - " 0.679446\n", - " 67.944603\n", + " 0.667187\n", + " 66.718727\n", " gut kontrollierbar\n", " \n", " \n", " 1091_niv_10043_10026\n", - " 0.719291\n", - " 71.929100\n", + " 0.701590\n", + " 70.158984\n", " nahezu vollständig redundant\n", " \n", " \n", " 1092_niv_10026_10010\n", - " 0.721362\n", - " 72.136184\n", + " 0.707546\n", + " 70.754554\n", " nahezu vollständig redundant\n", " \n", " \n", " 1093_niv_10010_10006\n", - " 0.665751\n", - " 66.575084\n", + " 0.656661\n", + " 65.666104\n", " gut kontrollierbar\n", " \n", " \n", " 1094_niv_10006_10010\n", - " 0.665747\n", - " 66.574695\n", + " 0.656657\n", + " 65.665705\n", " gut kontrollierbar\n", " \n", " \n", " 1095_niv_10010_10026\n", - " 0.721343\n", - " 72.134309\n", + " 0.707526\n", + " 70.752585\n", " nahezu vollständig redundant\n", " \n", " \n", " 1096_niv_10026_10043\n", - " 0.719287\n", - " 71.928743\n", + " 0.701586\n", + " 70.158605\n", " nahezu vollständig redundant\n", " \n", " \n", " 1097_niv_10043_10052\n", - " 0.679445\n", - " 67.944547\n", + " 0.667187\n", + " 66.718669\n", " gut kontrollierbar\n", " \n", " \n", " 1098_niv_10052_10058\n", - " 0.700112\n", - " 70.011159\n", - " nahezu vollständig redundant\n", + " 0.679833\n", + " 67.983304\n", + " gut kontrollierbar\n", " \n", " \n", " 1099_niv_10058_10056\n", - " 0.676398\n", - " 67.639802\n", + " 0.666951\n", + " 66.695093\n", " gut kontrollierbar\n", " \n", " \n", " 1100_niv_10056_10054\n", - " 0.714523\n", - " 71.452324\n", - " nahezu vollständig redundant\n", + " 0.699607\n", + " 69.960728\n", + " gut kontrollierbar\n", " \n", " \n", " 1101_niv_10054_666\n", - " 0.621977\n", - " 62.197681\n", + " 0.610361\n", + " 61.036057\n", " gut kontrollierbar\n", " \n", " \n", " 1102_niv_816_10048\n", - " 0.667997\n", - " 66.799654\n", + " 0.667944\n", + " 66.794448\n", " gut kontrollierbar\n", " \n", " \n", " 1103_niv_10048_812\n", - " 0.750240\n", - " 75.024046\n", + " 0.750049\n", + " 75.004947\n", " nahezu vollständig redundant\n", " \n", " \n", " 1104_niv_812_FH3\n", - " 0.642783\n", - " 64.278286\n", + " 0.640153\n", + " 64.015269\n", " gut kontrollierbar\n", " \n", " \n", " 1105_niv_FH3_10049\n", - " 0.609921\n", - " 60.992066\n", + " 0.606988\n", + " 60.698835\n", " gut kontrollierbar\n", " \n", " \n", " 1106_niv_10049_10053\n", - " 0.641697\n", - " 64.169687\n", + " 0.637019\n", + " 63.701909\n", " gut kontrollierbar\n", " \n", " \n", " 1107_niv_10053_10050\n", - " 0.655728\n", - " 65.572779\n", + " 0.653522\n", + " 65.352189\n", " gut kontrollierbar\n", " \n", " \n", " 1108_niv_10050_10051\n", - " 0.630759\n", - " 63.075938\n", + " 0.628487\n", + " 62.848656\n", " gut kontrollierbar\n", " \n", " \n", " 1109_niv_10051_FH4\n", - " 0.589800\n", - " 58.979967\n", + " 0.587865\n", + " 58.786472\n", " gut kontrollierbar\n", " \n", " \n", " 1110_niv_FH4_10040\n", - " 0.703100\n", - " 70.310010\n", + " 0.700068\n", + " 70.006774\n", " nahezu vollständig redundant\n", " \n", " \n", " 1111_niv_10040_10037\n", - " 0.702509\n", - " 70.250930\n", - " nahezu vollständig redundant\n", + " 0.657208\n", + " 65.720824\n", + " gut kontrollierbar\n", " \n", " \n", " 1112_niv_10037_10038\n", - " 0.652679\n", - " 65.267884\n", + " 0.639403\n", + " 63.940339\n", " gut kontrollierbar\n", " \n", " \n", " 1113_niv_10038_10039\n", - " 0.631300\n", - " 63.129984\n", + " 0.623088\n", + " 62.308785\n", " gut kontrollierbar\n", " \n", " \n", " 1114_niv_10039_10032\n", - " 0.641405\n", - " 64.140468\n", + " 0.633434\n", + " 63.343398\n", " gut kontrollierbar\n", " \n", " \n", " 1115_niv_10032_10031\n", - " 0.649955\n", - " 64.995475\n", + " 0.642740\n", + " 64.273988\n", " gut kontrollierbar\n", " \n", " \n", " 1116_niv_10031_FH15\n", - " 0.636400\n", - " 63.640030\n", + " 0.635478\n", + " 63.547756\n", " gut kontrollierbar\n", " \n", " \n", " 1117_niv_FH15_10033\n", - " 0.614365\n", - " 61.436509\n", + " 0.613597\n", + " 61.359733\n", " gut kontrollierbar\n", " \n", " \n", " 1118_niv_10033_10025\n", - " 0.615952\n", - " 61.595180\n", + " 0.613956\n", + " 61.395630\n", " gut kontrollierbar\n", " \n", " \n", " 1119_niv_10025_10024\n", - " 0.624225\n", - " 62.422481\n", + " 0.623341\n", + " 62.334122\n", " gut kontrollierbar\n", " \n", " \n", " 1120_niv_10024_10023\n", - " 0.634443\n", - " 63.444266\n", + " 0.633961\n", + " 63.396129\n", " gut kontrollierbar\n", " \n", " \n", " 1121_niv_10023_10022\n", - " 0.631374\n", - " 63.137409\n", + " 0.630941\n", + " 63.094094\n", " gut kontrollierbar\n", " \n", " \n", " 1122_niv_10022_10021\n", - " 0.627679\n", - " 62.767948\n", + " 0.626969\n", + " 62.696877\n", " gut kontrollierbar\n", " \n", " \n", " 1123_niv_10021_10026\n", - " 0.645212\n", - " 64.521208\n", + " 0.643032\n", + " 64.303249\n", " gut kontrollierbar\n", " \n", " \n", " 1124_niv_10026_10020\n", - " 0.680770\n", - " 68.077048\n", + " 0.674086\n", + " 67.408597\n", " gut kontrollierbar\n", " \n", " \n", " 1125_niv_10020_10019\n", - " 0.640662\n", - " 64.066152\n", + " 0.634423\n", + " 63.442271\n", " gut kontrollierbar\n", " \n", " \n", " 1126_niv_10019_10017\n", - " 0.643022\n", - " 64.302219\n", + " 0.634339\n", + " 63.433879\n", " gut kontrollierbar\n", " \n", " \n", " 1127_niv_10017_10019\n", - " 0.643028\n", - " 64.302847\n", + " 0.634345\n", + " 63.434523\n", " gut kontrollierbar\n", " \n", " \n", " 1128_niv_10019_10020\n", - " 0.640689\n", - " 64.068851\n", + " 0.634450\n", + " 63.445016\n", " gut kontrollierbar\n", " \n", " \n", " 1129_niv_10020_10026\n", - " 0.680802\n", - " 68.080176\n", + " 0.674118\n", + " 67.411790\n", " gut kontrollierbar\n", " \n", " \n", " 1130_niv_10026_10021\n", - " 0.645224\n", - " 64.522350\n", + " 0.643044\n", + " 64.304398\n", " gut kontrollierbar\n", " \n", " \n", " 1131_niv_10021_10022\n", - " 0.627686\n", - " 62.768569\n", + " 0.626975\n", + " 62.697500\n", " gut kontrollierbar\n", " \n", " \n", " 1132_niv_10022_10023\n", - " 0.631401\n", - " 63.140058\n", + " 0.630967\n", + " 63.096746\n", " gut kontrollierbar\n", " \n", " \n", " 1133_niv_10023_10024\n", - " 0.634435\n", - " 63.443529\n", + " 0.633954\n", + " 63.395392\n", " gut kontrollierbar\n", " \n", " \n", " 1134_niv_10024_10025\n", - " 0.624208\n", - " 62.420841\n", + " 0.623325\n", + " 62.332479\n", " gut kontrollierbar\n", " \n", " \n", " 1135_niv_10025_10033\n", - " 0.615961\n", - " 61.596113\n", + " 0.613966\n", + " 61.396568\n", " gut kontrollierbar\n", " \n", " \n", " 1136_niv_10033_FH15\n", - " 0.614408\n", - " 61.440845\n", + " 0.613641\n", + " 61.364077\n", " gut kontrollierbar\n", " \n", " \n", " 1137_niv_FH15_10031\n", - " 0.636408\n", - " 63.640771\n", + " 0.635485\n", + " 63.548499\n", " gut kontrollierbar\n", " \n", " \n", " 1138_niv_10031_10032\n", - " 0.649927\n", - " 64.992668\n", + " 0.642711\n", + " 64.271124\n", " gut kontrollierbar\n", " \n", " \n", " 1139_niv_10032_10039\n", - " 0.641459\n", - " 64.145940\n", + " 0.633490\n", + " 63.348992\n", " gut kontrollierbar\n", " \n", " \n", " 1140_niv_10039_10038\n", - " 0.631307\n", - " 63.130713\n", + " 0.623095\n", + " 62.309530\n", " gut kontrollierbar\n", " \n", " \n", " 1141_niv_10038_10037\n", - " 0.652709\n", - " 65.270926\n", + " 0.639435\n", + " 63.943497\n", " gut kontrollierbar\n", " \n", " \n", " 1142_niv_10037_10040\n", - " 0.702557\n", - " 70.255718\n", - " nahezu vollständig redundant\n", + " 0.657263\n", + " 65.726341\n", + " gut kontrollierbar\n", " \n", " \n", " 1143_niv_10040_FH4\n", - " 0.703097\n", - " 70.309724\n", + " 0.700065\n", + " 70.006485\n", " nahezu vollständig redundant\n", " \n", " \n", " 1144_niv_FH4_10051\n", - " 0.589635\n", - " 58.963491\n", + " 0.587699\n", + " 58.769918\n", " gut kontrollierbar\n", " \n", " \n", " 1145_niv_10051_10050\n", - " 0.630753\n", - " 63.075254\n", + " 0.628480\n", + " 62.847968\n", " gut kontrollierbar\n", " \n", " \n", " 1146_niv_10050_10053\n", - " 0.655630\n", - " 65.562952\n", + " 0.653423\n", + " 65.342298\n", " gut kontrollierbar\n", " \n", " \n", " 1147_niv_10053_10049\n", - " 0.641726\n", - " 64.172600\n", + " 0.637049\n", + " 63.704860\n", " gut kontrollierbar\n", " \n", " \n", " 1148_niv_10049_FH3\n", - " 0.610020\n", - " 61.001993\n", + " 0.607088\n", + " 60.708836\n", " gut kontrollierbar\n", " \n", " \n", " 1149_niv_FH3_812\n", - " 0.642631\n", - " 64.263115\n", + " 0.640000\n", + " 63.999987\n", " gut kontrollierbar\n", " \n", " \n", " 1150_niv_812_10048\n", - " 0.750158\n", - " 75.015754\n", + " 0.749966\n", + " 74.996649\n", " nahezu vollständig redundant\n", " \n", " \n", " 1151_niv_10048_816\n", - " 0.668012\n", - " 66.801221\n", + " 0.667960\n", + " 66.796016\n", " gut kontrollierbar\n", " \n", " \n", " 1152_niv_816_812\n", - " 0.702643\n", - " 70.264267\n", + " 0.702585\n", + " 70.258470\n", " nahezu vollständig redundant\n", " \n", " \n", " 1153_niv_812_10045\n", - " 0.776307\n", - " 77.630746\n", + " 0.772183\n", + " 77.218323\n", " nahezu vollständig redundant\n", " \n", " \n", " 1154_niv_10045_10034\n", - " 0.785459\n", - " 78.545907\n", + " 0.780973\n", + " 78.097275\n", " nahezu vollständig redundant\n", " \n", " \n", " 1155_niv_10034_10035\n", - " 0.729380\n", - " 72.938011\n", + " 0.725489\n", + " 72.548893\n", " nahezu vollständig redundant\n", " \n", " \n", " 1156_niv_10035_10036\n", - " 0.614996\n", - " 61.499649\n", + " 0.614271\n", + " 61.427083\n", " gut kontrollierbar\n", " \n", " \n", " 1157_niv_10036_10036\n", - " 0.000692\n", - " 0.069176\n", + " 0.002735\n", + " 0.273459\n", " nicht kontrollierbar\n", " \n", " \n", " 1158_niv_10036_10035\n", - " 0.614949\n", - " 61.494896\n", + " 0.614223\n", + " 61.422322\n", " gut kontrollierbar\n", " \n", " \n", " 1159_niv_10035_10034\n", - " 0.729332\n", - " 72.933161\n", + " 0.725440\n", + " 72.543972\n", " nahezu vollständig redundant\n", " \n", " \n", " 1160_niv_10034_10028\n", - " 0.654997\n", - " 65.499718\n", + " 0.624296\n", + " 62.429626\n", " gut kontrollierbar\n", " \n", " \n", " 1161_niv_10028_10011\n", - " 0.690510\n", - " 69.050975\n", + " 0.662309\n", + " 66.230917\n", " gut kontrollierbar\n", " \n", " \n", " 1162_niv_10011_10001\n", - " 0.692217\n", - " 69.221672\n", + " 0.663849\n", + " 66.384907\n", " gut kontrollierbar\n", " \n", " \n", " 1163_niv_10001_10003\n", - " 0.715329\n", - " 71.532910\n", - " nahezu vollständig redundant\n", + " 0.684035\n", + " 68.403459\n", + " gut kontrollierbar\n", " \n", " \n", " 1164_niv_10003_10007\n", - " 0.645712\n", - " 64.571231\n", + " 0.634435\n", + " 63.443526\n", " gut kontrollierbar\n", " \n", " \n", " 1165_niv_10007_10008\n", - " 0.698787\n", - " 69.878666\n", + " 0.662682\n", + " 66.268186\n", " gut kontrollierbar\n", " \n", " \n", " 1166_niv_10008_10005\n", - " 0.644877\n", - " 64.487734\n", + " 0.627163\n", + " 62.716321\n", " gut kontrollierbar\n", " \n", " \n", " 1167_niv_10005_10006\n", - " 0.666135\n", - " 66.613510\n", + " 0.652693\n", + " 65.269280\n", " gut kontrollierbar\n", " \n", " \n", " 1168_niv_10006_10004\n", - " 0.618160\n", - " 61.815989\n", + " 0.617310\n", + " 61.731013\n", " gut kontrollierbar\n", " \n", " \n", " 1169_niv_10004_10002\n", - " 0.655409\n", - " 65.540862\n", + " 0.654749\n", + " 65.474934\n", " gut kontrollierbar\n", " \n", " \n", " 1170_niv_10002_10004\n", - " 0.655380\n", - " 65.537969\n", + " 0.654720\n", + " 65.472036\n", " gut kontrollierbar\n", " \n", " \n", " 1171_niv_10004_10006\n", - " 0.618143\n", - " 61.814300\n", + " 0.617293\n", + " 61.729320\n", " gut kontrollierbar\n", " \n", " \n", " 1172_niv_10006_10005\n", - " 0.666215\n", - " 66.621509\n", + " 0.652776\n", + " 65.277602\n", " gut kontrollierbar\n", " \n", " \n", " 1173_niv_10005_10008\n", - " 0.644899\n", - " 64.489924\n", + " 0.627186\n", + " 62.718620\n", " gut kontrollierbar\n", " \n", " \n", " 1174_niv_10008_10007\n", - " 0.698745\n", - " 69.874544\n", + " 0.662636\n", + " 66.263571\n", " gut kontrollierbar\n", " \n", " \n", " 1175_niv_10007_10003\n", - " 0.645596\n", - " 64.559613\n", + " 0.634315\n", + " 63.431539\n", " gut kontrollierbar\n", " \n", " \n", " 1176_niv_10003_10001\n", - " 0.715356\n", - " 71.535625\n", - " nahezu vollständig redundant\n", + " 0.684065\n", + " 68.406473\n", + " gut kontrollierbar\n", " \n", " \n", " 1177_niv_10001_10011\n", - " 0.692218\n", - " 69.221821\n", + " 0.663851\n", + " 66.385069\n", " gut kontrollierbar\n", " \n", " \n", " 1178_niv_10011_10028\n", - " 0.690501\n", - " 69.050144\n", + " 0.662300\n", + " 66.230011\n", " gut kontrollierbar\n", " \n", " \n", " 1179_niv_10028_10034\n", - " 0.655017\n", - " 65.501665\n", + " 0.624317\n", + " 62.431747\n", " gut kontrollierbar\n", " \n", " \n", " 1180_niv_10034_10045\n", - " 0.785486\n", - " 78.548631\n", + " 0.781001\n", + " 78.100056\n", " nahezu vollständig redundant\n", " \n", " \n", " 1181_niv_10045_812\n", - " 0.776307\n", - " 77.630746\n", + " 0.772183\n", + " 77.218323\n", " nahezu vollständig redundant\n", " \n", " \n", " 1182_niv_812_816\n", - " 0.702601\n", - " 70.260073\n", + " 0.702543\n", + " 70.254275\n", " nahezu vollständig redundant\n", " \n", " \n", " 1183_niv_666_10055\n", - " 0.626761\n", - " 62.676140\n", + " 0.614815\n", + " 61.481501\n", " gut kontrollierbar\n", " \n", " \n", " 1184_niv_10055_10057\n", - " 0.625923\n", - " 62.592275\n", + " 0.613299\n", + " 61.329909\n", " gut kontrollierbar\n", " \n", " \n", " 1185_niv_10057_10059\n", - " 0.703817\n", - " 70.381653\n", - " nahezu vollständig redundant\n", + " 0.679063\n", + " 67.906307\n", + " gut kontrollierbar\n", " \n", " \n", " 1186_niv_10059_10053\n", - " 0.738923\n", - " 73.892272\n", - " nahezu vollständig redundant\n", + " 0.675958\n", + " 67.595848\n", + " gut kontrollierbar\n", " \n", " \n", " 1187_niv_10053_10044\n", - " 0.719057\n", - " 71.905699\n", - " nahezu vollständig redundant\n", + " 0.680722\n", + " 68.072243\n", + " gut kontrollierbar\n", " \n", " \n", " 1188_niv_10044_10040\n", - " 0.728764\n", - " 72.876365\n", - " nahezu vollständig redundant\n", + " 0.684689\n", + " 68.468935\n", + " gut kontrollierbar\n", " \n", " \n", " 1189_niv_10040_10041\n", - " 0.654429\n", - " 65.442855\n", + " 0.651203\n", + " 65.120257\n", " gut kontrollierbar\n", " \n", " \n", " 1190_niv_10041_10042\n", - " 0.620718\n", - " 62.071806\n", + " 0.617079\n", + " 61.707947\n", " gut kontrollierbar\n", " \n", " \n", " 1191_niv_10042_10027\n", - " 0.671908\n", - " 67.190772\n", + " 0.661100\n", + " 66.110049\n", " gut kontrollierbar\n", " \n", " \n", " 1192_niv_10027_10018\n", - " 0.696209\n", - " 69.620870\n", + " 0.688013\n", + " 68.801321\n", " gut kontrollierbar\n", " \n", " \n", " 1193_niv_10018_10009\n", - " 0.636777\n", - " 63.677744\n", + " 0.631610\n", + " 63.160959\n", " gut kontrollierbar\n", " \n", " \n", " 1194_niv_10009_10006\n", - " 0.638814\n", - " 63.881383\n", + " 0.635973\n", + " 63.597264\n", " gut kontrollierbar\n", " \n", " \n", " 1195_niv_10006_10009\n", - " 0.638786\n", - " 63.878621\n", + " 0.635945\n", + " 63.594480\n", " gut kontrollierbar\n", " \n", " \n", " 1196_niv_10009_10018\n", - " 0.636802\n", - " 63.680216\n", + " 0.631635\n", + " 63.163465\n", " gut kontrollierbar\n", " \n", " \n", " 1197_niv_10018_10027\n", - " 0.696213\n", - " 69.621276\n", + " 0.688017\n", + " 68.801738\n", " gut kontrollierbar\n", " \n", " \n", " 1198_niv_10027_10042\n", - " 0.671859\n", - " 67.185901\n", + " 0.661050\n", + " 66.105017\n", " gut kontrollierbar\n", " \n", " \n", " 1199_niv_10042_10041\n", - " 0.620864\n", - " 62.086357\n", + " 0.617226\n", + " 61.722637\n", " gut kontrollierbar\n", " \n", " \n", " 1200_niv_10041_10040\n", - " 0.654261\n", - " 65.426091\n", + " 0.651033\n", + " 65.103336\n", " gut kontrollierbar\n", " \n", " \n", " 1201_niv_10040_10044\n", - " 0.728768\n", - " 72.876828\n", - " nahezu vollständig redundant\n", + " 0.684695\n", + " 68.469474\n", + " gut kontrollierbar\n", " \n", " \n", " 1202_niv_10044_10053\n", - " 0.719031\n", - " 71.903147\n", - " nahezu vollständig redundant\n", + " 0.680693\n", + " 68.069343\n", + " gut kontrollierbar\n", " \n", " \n", " 1203_niv_10053_10059\n", - " 0.738946\n", - " 73.894558\n", - " nahezu vollständig redundant\n", + " 0.675987\n", + " 67.598685\n", + " gut kontrollierbar\n", " \n", " \n", " 1204_niv_10059_10057\n", - " 0.703807\n", - " 70.380673\n", - " nahezu vollständig redundant\n", + " 0.679052\n", + " 67.905246\n", + " gut kontrollierbar\n", " \n", " \n", " 1205_niv_10057_10055\n", - " 0.626022\n", - " 62.602218\n", + " 0.613402\n", + " 61.340188\n", " gut kontrollierbar\n", " \n", " \n", " 1206_niv_10055_666\n", - " 0.626840\n", - " 62.683952\n", + " 0.614896\n", + " 61.489563\n", " gut kontrollierbar\n", " \n", " \n", " lA_X0645\n", - " 0.862548\n", - " 86.254801\n", + " 0.850741\n", + " 85.074145\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X0656\n", - " 0.862680\n", - " 86.267980\n", + " 0.861285\n", + " 86.128529\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X0995\n", - " 0.862515\n", - " 86.251519\n", + " 0.850952\n", + " 85.095242\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_X1675\n", - " 0.862619\n", - " 86.261913\n", + " 0.856855\n", + " 85.685453\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_XESTE\n", - " 0.862611\n", - " 86.261107\n", + " 0.857097\n", + " 85.709674\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_XGNA2\n", - " 0.862600\n", - " 86.260028\n", + " 0.856375\n", + " 85.637524\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y0645\n", - " 0.833904\n", - " 83.390392\n", + " 0.830896\n", + " 83.089604\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y0656\n", - " 0.833936\n", - " 83.393643\n", + " 0.833408\n", + " 83.340827\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y0995\n", - " 0.833904\n", - " 83.390407\n", + " 0.831330\n", + " 83.132971\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Y1675\n", - " 0.833923\n", - " 83.392293\n", + " 0.832449\n", + " 83.244898\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_YESTE\n", - " 0.833921\n", - " 83.392144\n", + " 0.832465\n", + " 83.246504\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_YGNA2\n", - " 0.833918\n", - " 83.391848\n", + " 0.832268\n", + " 83.226837\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z0645\n", - " 0.969737\n", - " 96.973737\n", + " 0.959475\n", + " 95.947489\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z0656\n", - " 0.969854\n", - " 96.985380\n", + " 0.968688\n", + " 96.868828\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z0995\n", - " 0.969726\n", - " 96.972561\n", + " 0.960774\n", + " 96.077398\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_Z1675\n", - " 0.969802\n", - " 96.980176\n", + " 0.965057\n", + " 96.505673\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_ZESTE\n", - " 0.969797\n", - " 96.979714\n", + " 0.965377\n", + " 96.537698\n", " nahezu vollständig redundant\n", " \n", " \n", " lA_ZGNA2\n", - " 0.969787\n", - " 96.978743\n", + " 0.964717\n", + " 96.471710\n", " nahezu vollständig redundant\n", " \n", " \n", @@ -23553,15 +21218,15 @@ } } ], - "execution_count": 21 + "execution_count": 57 }, { "cell_type": "code", "id": "14db90a3d4d9118b", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:07:17.869244Z", - "start_time": "2026-01-23T20:07:11.472103Z" + "end_time": "2026-01-30T16:16:46.869567Z", + "start_time": "2026-01-30T16:16:31.086716Z" } }, "source": [ @@ -23607,11 +21272,11 @@ " \n", " \n", " Freiheitsgrad\n", - " 3025\n", + " 3004\n", " \n", " \n", " σ̂₀ a posteriori\n", - " 15.648984\n", + " 4.060458\n", " \n", " \n", " σ₀ a priori\n", @@ -23623,11 +21288,11 @@ " \n", " \n", " Testgröße T_G\n", - " 244.890714\n", + " 16.487322\n", " \n", " \n", " Kritischer Wert Fₖ\n", - " 1.081347\n", + " 1.081637\n", " \n", " \n", " Nullhypothese H₀\n", @@ -23654,15 +21319,15 @@ ] } ], - "execution_count": 22 + "execution_count": 58 }, { "cell_type": "code", "id": "1a84fbfb3db101c9", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:07:24.036626Z", - "start_time": "2026-01-23T20:07:17.987044Z" + "end_time": "2026-01-30T16:18:36.481665Z", + "start_time": "2026-01-30T16:18:29.479756Z" } }, "source": [ @@ -24024,12 +21689,12 @@ { "data": { "text/plain": [ - "VBox(children=(, HBox(children=(Button(description='Auswah…" + "VBox(children=(, HBox(children=(Button(description='Auswah…" ], "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "0cf5798654484090af22ef507309ee67" + "model_id": "691b8bdab1d246d6890037a210f14890" } }, "metadata": {}, @@ -24039,15 +21704,15 @@ } } ], - "execution_count": 23 + "execution_count": 59 }, { "cell_type": "code", "id": "ebf2c9ef0a1899dc", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:09:01.753593Z", - "start_time": "2026-01-23T20:09:01.744631Z" + "end_time": "2026-01-30T15:36:40.592356Z", + "start_time": "2026-01-30T15:36:40.576746Z" } }, "source": [ @@ -24065,15 +21730,298 @@ ] } ], - "execution_count": 24 + "execution_count": 38 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-30T16:19:52.459537Z", + "start_time": "2026-01-30T16:19:52.445240Z" + } + }, + "cell_type": "code", + "source": [ + "# Varianzkomponentenschätzung\n", + "\n", + "#print(res[\"v\"])\n", + "def varianzkomponten():\n", + " dict_so_apost_beob_gruppen = {}\n", + " for beobachtungsgruppe, indizes in dict_indizes_beobachtungsgruppen.items():\n", + " z_start, z_ende = indizes[0], indizes[1] # Zeile 2 bis inklusive 5\n", + " s_start, s_ende = indizes[0], indizes[1] # Spalte 1 bis inklusive 4\n", + "\n", + " if beobachtungsgruppe == \"SD\":\n", + " aufgeteilt_v_SD = res[\"v\"][z_start: z_ende + 1, :]\n", + " aufgeteilt_P_SD = res[\"P\"][z_start: z_ende + 1, s_start: s_ende + 1]\n", + " aufgeteilt_R_SD = R[z_start: z_ende + 1, s_start: s_ende + 1]\n", + " ri_SD = sum(np.diag(aufgeteilt_R_SD))\n", + " s0_aposteriori_SD = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_SD, aufgeteilt_P_SD, ri_SD)\n", + " dict_so_apost_beob_gruppen[beobachtungsgruppe] = s0_aposteriori_SD\n", + " print(f\"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_SD:.4f}\")\n", + "\n", + "\n", + "\n", + "\n", + " if beobachtungsgruppe == \"R\":\n", + " aufgeteilt_v_R = res[\"v\"][z_start: z_ende + 1, :]\n", + " aufgeteilt_P_R = res[\"P\"][z_start: z_ende + 1, s_start: s_ende + 1]\n", + " aufgeteilt_R_R = R[z_start: z_ende + 1, s_start: s_ende + 1]\n", + " ri_R = sum(np.diag(aufgeteilt_R_R))\n", + " s0_aposteriori_R = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_R, aufgeteilt_P_R, ri_R)\n", + " dict_so_apost_beob_gruppen[beobachtungsgruppe] = s0_aposteriori_R\n", + " print(f\"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_R:.4f}\")\n", + "\n", + "\n", + "\n", + " if beobachtungsgruppe == \"ZW\":\n", + " aufgeteilt_v_ZW = res[\"v\"][z_start: z_ende + 1, :]\n", + " aufgeteilt_P_ZW = res[\"P\"][z_start: z_ende + 1, s_start: s_ende + 1]\n", + " aufgeteilt_R_ZW = R[z_start: z_ende + 1, s_start: s_ende + 1]\n", + " ri_ZW = sum(np.diag(aufgeteilt_R_ZW))\n", + " s0_aposteriori_ZW = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_ZW, aufgeteilt_P_ZW, ri_ZW)\n", + " dict_so_apost_beob_gruppen[beobachtungsgruppe] = s0_aposteriori_ZW\n", + " print(f\"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_ZW:.4f}\")\n", + "\n", + "\n", + "\n", + " if beobachtungsgruppe == \"gnss\":\n", + " aufgeteilt_v_gnss = res[\"v\"][z_start: z_ende + 1, :]\n", + " aufgeteilt_P_gnss = res[\"P\"][z_start: z_ende + 1, s_start: s_ende + 1]\n", + " aufgeteilt_R_gnss = R[z_start: z_ende + 1, s_start: s_ende + 1]\n", + " ri_gnss = sum(np.diag(aufgeteilt_R_gnss))\n", + " s0_aposteriori_gnss = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_gnss, aufgeteilt_P_gnss, ri_gnss)\n", + " dict_so_apost_beob_gruppen[beobachtungsgruppe] = s0_aposteriori_gnss\n", + " print(f\"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_gnss:.4f}\")\n", + "\n", + "\n", + "\n", + " if beobachtungsgruppe == \"niv\":\n", + " aufgeteilt_v_niv = res[\"v\"][z_start: z_ende + 1, :]\n", + " aufgeteilt_P_niv = res[\"P\"][z_start: z_ende + 1, s_start: s_ende + 1]\n", + " aufgeteilt_R_niv = R[z_start: z_ende + 1, s_start: s_ende + 1]\n", + " ri_niv = sum(np.diag(aufgeteilt_R_niv))\n", + " s0_aposteriori_niv = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_niv, aufgeteilt_P_niv, ri_niv)\n", + " dict_so_apost_beob_gruppen[beobachtungsgruppe] = s0_aposteriori_niv\n", + " print(f\"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_niv:.4f}\")\n", + "\n", + "\n", + " if beobachtungsgruppe == \"lA\":\n", + " aufgeteilt_v_lA = res[\"v\"][z_start: z_ende + 1, :]\n", + " aufgeteilt_P_lA = res[\"P\"][z_start: z_ende + 1, s_start: s_ende + 1]\n", + " aufgeteilt_R_lA = R[z_start: z_ende + 1, s_start: s_ende + 1]\n", + " ri_lA = sum(np.diag(aufgeteilt_R_lA))\n", + " s0_aposteriori_lA = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_lA, aufgeteilt_P_lA, ri_lA)\n", + " dict_so_apost_beob_gruppen[beobachtungsgruppe] = s0_aposteriori_lA\n", + " print(f\"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_lA:.4f}\")\n", + " return dict_so_apost_beob_gruppen\n", + "\n", + "dict_so_apost_beob_gruppen = varianzkomponten()" + ], + "id": "dd7bfa4df762a4a7", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "s0 aposteriori der Beobachtungsgruppe SD beträgt: 2.1526\n", + "s0 aposteriori der Beobachtungsgruppe R beträgt: 3.1955\n", + "s0 aposteriori der Beobachtungsgruppe ZW beträgt: 4.8377\n", + "s0 aposteriori der Beobachtungsgruppe gnss beträgt: 10.0200\n", + "s0 aposteriori der Beobachtungsgruppe niv beträgt: 4.4456\n", + "s0 aposteriori der Beobachtungsgruppe lA beträgt: 1.9255\n" + ] + } + ], + "execution_count": 61 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-30T16:19:52.479733Z", + "start_time": "2026-01-30T16:19:52.460893Z" + } + }, + "cell_type": "code", + "source": [ + "# verhaeltnis_s0_beobachtungsgruppen\n", + "liste_s0_apriori = db_zugriff.get_s0_apriori()\n", + "\n", + "bereits_geprintet = set()\n", + "\n", + "for id, instrumentenid, beobachtungsgruppe, varianzkompontes0_apriori in liste_varianzkomponentenschaetzung:\n", + "\n", + " # verhindert doppelte Prints pro beobachtungsgruppe\n", + " if beobachtungsgruppe in bereits_geprintet:\n", + " continue\n", + "\n", + " if beobachtungsgruppe == \"Anschlusspunkte\":\n", + " beobachtungsgruppe_kurz = \"lA\"\n", + "\n", + " for id_liste, instrumentenid_liste, beobachtungsgruppe_liste, varianzkomponte_liste, s0_apriori_liste in liste_s0_apriori:\n", + " if beobachtungsgruppe_liste == beobachtungsgruppe:\n", + " so_apriori_db = s0_apriori_liste\n", + " break\n", + "\n", + " print(f\"Verhältnis s0apost / soapriori {beobachtungsgruppe} = {float(dict_so_apost_beob_gruppen[beobachtungsgruppe_kurz]) / float(so_apriori_db)}\")\n", + " bereits_geprintet.add(beobachtungsgruppe)\n", + "\n", + " if beobachtungsgruppe == \"Tachymeter_Streckenbeobachtungen\":\n", + " beobachtungsgruppe_kurz = \"SD\"\n", + "\n", + " for id_liste, instrumentenid_liste, beobachtungsgruppe_liste, varianzkomponte_liste, s0_apriori_liste in liste_s0_apriori:\n", + " if beobachtungsgruppe_liste == beobachtungsgruppe:\n", + " so_apriori_db = s0_apriori_liste\n", + " break\n", + "\n", + " print(f\"Verhältnis s0apost / soapriori {beobachtungsgruppe} = {float(dict_so_apost_beob_gruppen[beobachtungsgruppe_kurz]) / float(so_apriori_db)}\")\n", + " bereits_geprintet.add(beobachtungsgruppe)\n", + "\n", + " if beobachtungsgruppe == \"Tachymeter_Richtungsbeobachtungen\":\n", + " beobachtungsgruppe_kurz = \"R\"\n", + "\n", + " for id_liste, instrumentenid_liste, beobachtungsgruppe_liste, varianzkomponte_liste, s0_apriori_liste in liste_s0_apriori:\n", + " if beobachtungsgruppe_liste == beobachtungsgruppe:\n", + " so_apriori_db = s0_apriori_liste\n", + " break\n", + "\n", + " print(f\"Verhältnis s0apost / soapriori {beobachtungsgruppe} = {float(dict_so_apost_beob_gruppen[beobachtungsgruppe_kurz]) / float(so_apriori_db)}\")\n", + " bereits_geprintet.add(beobachtungsgruppe)\n", + "\n", + " if beobachtungsgruppe == \"Tachymeter_Zenitwinkelbeobachtungen\":\n", + " beobachtungsgruppe_kurz = \"ZW\"\n", + "\n", + " for id_liste, instrumentenid_liste, beobachtungsgruppe_liste, varianzkomponte_liste, s0_apriori_liste in liste_s0_apriori:\n", + " if beobachtungsgruppe_liste == beobachtungsgruppe:\n", + " so_apriori_db = s0_apriori_liste\n", + " break\n", + "\n", + " print(f\"Verhältnis s0apost / soapriori {beobachtungsgruppe} = {float(dict_so_apost_beob_gruppen[beobachtungsgruppe_kurz]) / float(so_apriori_db)}\")\n", + " bereits_geprintet.add(beobachtungsgruppe)\n", + "\n", + " if beobachtungsgruppe == \"Nivellier_Hoehendifferenzbeobachtungen\":\n", + " beobachtungsgruppe_kurz = \"niv\"\n", + "\n", + " for id_liste, instrumentenid_liste, beobachtungsgruppe_liste, varianzkomponte_liste, s0_apriori_liste in liste_s0_apriori:\n", + " if beobachtungsgruppe_liste == beobachtungsgruppe:\n", + " so_apriori_db = s0_apriori_liste\n", + " break\n", + "\n", + " print(f\"Verhältnis s0apost / soapriori {beobachtungsgruppe} = {float(dict_so_apost_beob_gruppen[beobachtungsgruppe_kurz]) / float(so_apriori_db)}\")\n", + " bereits_geprintet.add(beobachtungsgruppe)\n", + "\n", + " if beobachtungsgruppe == \"GNSS-Rover_Basislinienbeobachtungen\":\n", + " beobachtungsgruppe_kurz = \"gnss\"\n", + "\n", + " for id_liste, instrumentenid_liste, beobachtungsgruppe_liste, varianzkomponte_liste, s0_apriori_liste in liste_s0_apriori:\n", + " if beobachtungsgruppe_liste == beobachtungsgruppe:\n", + " so_apriori_db = s0_apriori_liste\n", + " break\n", + "\n", + " print(f\"Verhältnis s0apost / soapriori {beobachtungsgruppe} = {float(dict_so_apost_beob_gruppen[beobachtungsgruppe_kurz]) / float(so_apriori_db)}\")\n", + " bereits_geprintet.add(beobachtungsgruppe)\n", + "\n", + "# aktuelles s0_apost als s0_apriori für nächste Iteration speichern\n", + "importlib.reload(Datenbank)\n", + "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", + "\n", + "liste_s0_apriori_anpassen = []\n", + "\n", + "anschlusspunkte = (2, \"Anschlusspunkte\", dict_so_apost_beob_gruppen[\"lA\"])\n", + "tachymeter_streckenbeobachtungen = (1, \"Tachymeter_Streckenbeobachtungen\", dict_so_apost_beob_gruppen[\"SD\"])\n", + "tachymeter_richtungsbeobachtungen = (1, \"Tachymeter_Richtungsbeobachtungen\", dict_so_apost_beob_gruppen[\"R\"])\n", + "tachymeter_zenitwinkelbeobachtungen = (1, \"Tachymeter_Zenitwinkelbeobachtungen\", dict_so_apost_beob_gruppen[\"ZW\"])\n", + "nivellier_hoehendifferenzbeobachtungen = (3, \"Nivellier_Hoehendifferenzbeobachtungen\", dict_so_apost_beob_gruppen[\"niv\"])\n", + "gnssrover_basislinienbeobachtungen = (4, \"GNSS-Rover_Basislinienbeobachtungen\", dict_so_apost_beob_gruppen[\"gnss\"])\n", + "print(\"----------------------------\")\n", + "\n", + "liste_s0_apriori_anpassen.append(anschlusspunkte)\n", + "liste_s0_apriori_anpassen.append(tachymeter_streckenbeobachtungen)\n", + "liste_s0_apriori_anpassen.append(tachymeter_richtungsbeobachtungen)\n", + "liste_s0_apriori_anpassen.append(tachymeter_zenitwinkelbeobachtungen)\n", + "liste_s0_apriori_anpassen.append(nivellier_hoehendifferenzbeobachtungen)\n", + "liste_s0_apriori_anpassen.append(gnssrover_basislinienbeobachtungen)\n", + "\n", + "db_zugriff.set_s0_apriori(liste_s0_apriori_anpassen)" + ], + "id": "f91f676c9623e7ec", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Verhältnis s0apost / soapriori Anschlusspunkte = 1.0166947540124034\n", + "Verhältnis s0apost / soapriori Tachymeter_Streckenbeobachtungen = 1.0028839098082465\n", + "Verhältnis s0apost / soapriori Tachymeter_Richtungsbeobachtungen = 0.9941396959923431\n", + "Verhältnis s0apost / soapriori Tachymeter_Zenitwinkelbeobachtungen = 1.0006949514223142\n", + "Verhältnis s0apost / soapriori Nivellier_Hoehendifferenzbeobachtungen = 0.9901175698822203\n", + "Verhältnis s0apost / soapriori GNSS-Rover_Basislinienbeobachtungen = 0.9929369819980576\n", + "----------------------------\n", + "Folgende S0_apriori wurde für die nächste Iteration gespeichert: [(2, 'Anschlusspunkte', 1.9254969429334512), (1, 'Tachymeter_Streckenbeobachtungen', 2.1526138966800605), (1, 'Tachymeter_Richtungsbeobachtungen', 3.195477108459676), (1, 'Tachymeter_Zenitwinkelbeobachtungen', 4.83770573253255), (3, 'Nivellier_Hoehendifferenzbeobachtungen', 4.4455852003594005), (4, 'GNSS-Rover_Basislinienbeobachtungen', 10.01998285889234)].\n" + ] + } + ], + "execution_count": 62 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-30T16:05:42.825874Z", + "start_time": "2026-01-30T16:05:42.808962Z" + } + }, + "cell_type": "code", + "source": [ + "# Varianzkomponten für nächste Iteration anpassen\n", + "# InstrumenteID, beobachtungsgruppe, varianzkomponte\n", + "# Varianzkomponente = None bewirkt, dass diese nicht geändert wird\n", + "\n", + "#ToDo: Bei Importmethode fehlerüberprüfung implementieren!\n", + "\n", + "importlib.reload(Datenbank)\n", + "db_zugriff = Datenbank.Datenbankzugriff(pfad_datenbank)\n", + "\n", + "anschlusspunkte = (2, \"Anschlusspunkte\", None)\n", + "tachymeter_streckenbeobachtungen = (1, \"Tachymeter_Streckenbeobachtungen\", None)\n", + "tachymeter_richtungsbeobachtungen = (1, \"Tachymeter_Richtungsbeobachtungen\", None)\n", + "tachymeter_zenitwinkelbeobachtungen = (1, \"Tachymeter_Zenitwinkelbeobachtungen\", None)\n", + "nivellier_hoehendifferenzbeobachtungen = (3, \"Nivellier_Hoehendifferenzbeobachtungen\", None)\n", + "gnssrover_basislinienbeobachtungen = (4, \"GNSS-Rover_Basislinienbeobachtungen\", 0.06)\n", + "\n", + "liste_varianzkomponten_anpassen = []\n", + "if anschlusspunkte[2] != None:\n", + " liste_varianzkomponten_anpassen.append(anschlusspunkte)\n", + "if tachymeter_streckenbeobachtungen[2] != None:\n", + " liste_varianzkomponten_anpassen.append(tachymeter_streckenbeobachtungen)\n", + "if tachymeter_richtungsbeobachtungen[2] != None:\n", + " liste_varianzkomponten_anpassen.append(tachymeter_richtungsbeobachtungen)\n", + "if tachymeter_zenitwinkelbeobachtungen[2] != None:\n", + " liste_varianzkomponten_anpassen.append(tachymeter_zenitwinkelbeobachtungen)\n", + "if nivellier_hoehendifferenzbeobachtungen[2] != None:\n", + " liste_varianzkomponten_anpassen.append(nivellier_hoehendifferenzbeobachtungen)\n", + "if gnssrover_basislinienbeobachtungen[2] != None:\n", + " liste_varianzkomponten_anpassen.append(gnssrover_basislinienbeobachtungen)\n", + "\n", + "db_zugriff.set_varianzkomponente(liste_varianzkomponten_anpassen)" + ], + "id": "edb14958ee00130c", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Folgende Varianzkomponente wurde für die nächste Iteration gespeichert: [(4, 'GNSS-Rover_Basislinienbeobachtungen', 0.06)].\n" + ] + } + ], + "execution_count": 50 }, { "cell_type": "code", "id": "256f4a0805b69e14", "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:09:18.924027Z", - "start_time": "2026-01-23T20:09:01.760367Z" + "end_time": "2026-01-30T12:53:46.725498Z", + "start_time": "2026-01-30T12:53:28.106845Z" } }, "source": [ @@ -24118,26439 +22066,26439 @@ " \n", " 54_SD_1_10009_10006\n", " 10009\n", - " 0.683988\n", + " 0.683997\n", " -0.007095\n", - " 86.299237\n", - " 59.027658\n", + " 43.317201\n", + " 29.628834\n", " \n", " \n", " 55_SD_1_10009_10010\n", " 10009\n", - " 0.641759\n", + " 0.641747\n", " 0.271989\n", - " 86.299237\n", - " 55.383294\n", + " 43.317201\n", + " 27.798679\n", " \n", " \n", " 56_SD_1_10009_10018\n", " 10009\n", - " 0.643999\n", + " 0.643987\n", " 0.134123\n", - " 86.299237\n", - " 55.576630\n", + " 43.317201\n", + " 27.895721\n", " \n", " \n", " 57_SD_1_10009_10008\n", " 10009\n", - " 0.683881\n", + " 0.683890\n", " -0.265124\n", - " 86.299237\n", - " 59.018434\n", + " 43.317201\n", + " 29.624203\n", " \n", " \n", " 58_SD_1_10009_10006\n", " 10009\n", - " 0.683988\n", + " 0.683997\n", " 0.016290\n", - " 86.299237\n", - " 59.027656\n", + " 43.317201\n", + " 29.628833\n", " \n", " \n", " 59_SD_1_10009_10010\n", " 10009\n", - " 0.641759\n", + " 0.641747\n", " 0.248069\n", - " 86.299237\n", - " 55.383296\n", + " 43.317201\n", + " 27.798679\n", " \n", " \n", " 60_SD_1_10009_10018\n", " 10009\n", - " 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15_gnssbx_0656_10044\n", " 0656\n", - " 3.060444\n", + " 3.060365\n", " -1.258043\n", - " 86.195051\n", - " 263.795135\n", + " 43.109573\n", + " 131.931034\n", " \n", " \n", " 16_gnssbx_0656_10037\n", " 0656\n", - " 3.566070\n", - " -27.570213\n", - " 86.195051\n", - " 307.377578\n", + " 3.565994\n", + " -27.569679\n", + " 43.109573\n", + " 153.728473\n", " \n", " \n", " 17_gnssbx_0656_10026\n", " 0656\n", - " 1.226730\n", + " 1.226702\n", " -0.836131\n", - " 86.195051\n", - " 105.738027\n", + " 43.109573\n", + " 52.882592\n", " \n", " \n", " 18_gnssbx_0656_10059\n", " 0656\n", - " 2.428238\n", + " 2.428189\n", " 6.425273\n", - " 86.195051\n", - " 209.302097\n", + " 43.109573\n", + " 104.678177\n", " \n", " \n", " 19_gnssbx_0656_10008\n", " 0656\n", - " 3.008479\n", - " 0.833238\n", - " 86.195051\n", - " 259.316027\n", + " 3.008416\n", + " 0.832765\n", + " 43.109573\n", + " 129.691548\n", " \n", " \n", " 20_gnssbx_0656_10054\n", " 0656\n", - " 3.287820\n", + " 3.287759\n", " -18.855914\n", - " 86.195051\n", - " 283.393825\n", + " 43.109573\n", + " 141.733866\n", " \n", " \n", " 21_gnssbx_0656_10044\n", " 0656\n", - " 1.700934\n", - " 6.493304\n", - " 86.195051\n", - " 146.612054\n", + " 1.700890\n", + " 6.490644\n", + " 43.109573\n", + " 73.324627\n", " \n", " \n", " 22_gnssbx_0656_10054\n", " 0656\n", - " 2.180185\n", + " 2.180145\n", " -7.608341\n", - " 86.195051\n", - " 187.921187\n", + " 43.109573\n", + " 93.985106\n", " \n", " \n", " 23_gnssbx_0656_10028\n", " 0656\n", - " 2.403633\n", - " 4.032380\n", - " 86.195051\n", - " 207.181312\n", + " 2.403584\n", + " 4.032086\n", + " 43.109573\n", + " 103.617476\n", " \n", " \n", " 24_gnssbx_0656_10008\n", " 0656\n", - " 1.790703\n", + " 1.790667\n", " -0.749743\n", - " 86.195051\n", - " 154.349768\n", + " 43.109573\n", + " 77.194896\n", " \n", " \n", " 25_gnssbx_0995_10014\n", " 0995\n", - " 3.093451\n", - " 1.193298\n", - " 86.223028\n", - " 266.726730\n", + " 3.093136\n", + " 1.194313\n", + " 43.165345\n", + " 133.516287\n", " \n", " \n", " 26_gnssbx_0995_10026\n", " 0995\n", - " 2.501921\n", - " 3.152629\n", - " 86.223028\n", - " 215.723203\n", + " 2.501860\n", + " 3.150691\n", + " 43.165345\n", + " 107.993646\n", " \n", " \n", " 27_gnssbx_0995_10014\n", " 0995\n", - " 1.417025\n", - " -1.364124\n", - " 86.223028\n", - " 122.180204\n", + " 1.416530\n", + " -1.361318\n", + " 43.165345\n", + " 61.144998\n", " \n", " \n", " 28_gnssbx_0995_10037\n", " 0995\n", - " 0.648608\n", - " -1.605097\n", - " 86.223028\n", - " 55.924952\n", + " 0.648363\n", + " -1.604723\n", + " 43.165345\n", + " 27.986793\n", " \n", " \n", " 29_gnssbx_0995_10059\n", " 0995\n", - " 1.707177\n", - " 4.536477\n", - " 86.223028\n", - " 147.197957\n", + " 1.706716\n", + " 4.535040\n", + " 43.165345\n", + " 73.670998\n", " \n", " \n", " 30_gnssbx_0995_10008\n", " 0995\n", - " 1.404544\n", - " -1.451706\n", - " 86.223028\n", - " 121.104078\n", + " 1.404120\n", + " -1.449552\n", + " 43.165345\n", + " 60.609325\n", " \n", " \n", " 31_gnssbx_1675_10014\n", " 1675\n", - " 2.192787\n", - " 2.274754\n", - " 86.205586\n", - " 189.030513\n", + " 2.192680\n", + " 2.273872\n", + " 43.130548\n", + " 94.571496\n", " \n", " \n", " 32_gnssbx_1675_10026\n", " 1675\n", - " 1.944968\n", - " 2.311632\n", - " 86.205586\n", - " 167.667068\n", + " 1.944895\n", + " 2.311125\n", + " 43.130548\n", + " 83.884381\n", " \n", " \n", " 33_gnssbx_1675_10014\n", " 1675\n", - " 1.103763\n", - " 1.145734\n", - " 86.205586\n", - " 95.150531\n", + " 1.103750\n", + " 1.144809\n", + " 43.130548\n", + " 47.605335\n", " \n", " \n", " 34_gnssbx_1675_10037\n", " 1675\n", - " 0.813941\n", - " -2.141016\n", - " 86.205586\n", - " 70.166218\n", + " 0.813909\n", + " -2.141391\n", + " 43.130548\n", + " 35.104331\n", " \n", " \n", " 35_gnssbx_1675_10044\n", " 1675\n", - " 2.382433\n", - " 0.036630\n", - " 86.205586\n", - " 205.379017\n", + " 2.382254\n", + " 0.034310\n", + " 43.130548\n", + " 102.747929\n", " \n", " \n", " 36_gnssbx_1675_10037\n", " 1675\n", - " 1.794394\n", - " -9.663809\n", - " 86.205586\n", - " 154.686777\n", + " 1.794286\n", + " -9.659813\n", + " 43.130548\n", + " 77.388556\n", " \n", " \n", " 37_gnssbx_1675_10008\n", " 1675\n", - " 0.966214\n", - " 1.043485\n", - " 86.205586\n", - " 83.293024\n", + " 0.966131\n", + " 1.041869\n", + " 43.130548\n", + " 41.669748\n", " \n", " \n", " 38_gnssbx_1675_10044\n", " 1675\n", - " 1.310790\n", - " 3.310671\n", - " 86.205586\n", - " 112.997418\n", + " 1.310677\n", + " 3.309482\n", + " 43.130548\n", + " 56.530197\n", " \n", " \n", " 39_gnssbx_ESTE_10014\n", " ESTE\n", - " 2.517768\n", - " -0.054432\n", - " 86.206943\n", - " 217.049117\n", + " 2.517635\n", + " -0.055598\n", + " 43.133233\n", + " 108.593757\n", " \n", " \n", " 40_gnssbx_ESTE_10026\n", " ESTE\n", - " 1.933581\n", - " 1.506402\n", - " 86.206943\n", - " 166.688070\n", + " 1.933505\n", + " 1.504269\n", + " 43.133233\n", + " 83.398331\n", " \n", " \n", " 41_gnssbx_ESTE_10014\n", " ESTE\n", - " 1.145445\n", - " 0.678022\n", - " 86.206943\n", - " 98.745333\n", + " 1.145200\n", + " 0.677205\n", + " 43.133233\n", + " 49.396167\n", " \n", " \n", " 42_gnssbx_ESTE_10037\n", " ESTE\n", - " 0.499649\n", - " -0.967298\n", - " 86.206943\n", - " 43.073244\n", + " 0.499568\n", + " -0.964875\n", + " 43.133233\n", + " 21.547970\n", " \n", " \n", " 43_gnssbx_ESTE_10044\n", " ESTE\n", - " 2.979844\n", - " -5.546756\n", - " 86.206943\n", - " 256.883284\n", + " 2.979229\n", + " -5.547673\n", + " 43.133233\n", + " 128.503780\n", " \n", " \n", " 44_gnssbx_ESTE_10008\n", " ESTE\n", - " 1.064685\n", - " 0.825089\n", - " 86.206943\n", - " 91.783213\n", + " 1.064581\n", + " 0.824444\n", + " 43.133233\n", + " 45.918805\n", " \n", " \n", " 45_gnssbx_ESTE_10044\n", " ESTE\n", - " 1.325017\n", - " 2.693867\n", - " 86.206943\n", - " 114.225675\n", + " 1.324903\n", + " 2.691328\n", + " 43.133233\n", + " 57.147333\n", " \n", " \n", " 46_gnssbx_GNA2_10014\n", " GNA2\n", - " 2.262214\n", - " 0.480808\n", - " 86.208897\n", - " 195.022977\n", + " 2.262266\n", + " 0.481974\n", + " 43.137116\n", + " 97.587649\n", " \n", " \n", " 47_gnssbx_GNA2_10026\n", " GNA2\n", - " 2.120282\n", - " 1.788077\n", - " 86.208897\n", - " 182.787156\n", + " 2.120191\n", + " 1.788664\n", + " 43.137116\n", + " 91.458932\n", " \n", " \n", " 48_gnssbx_GNA2_10014\n", " GNA2\n", - " 1.285839\n", - " -0.979950\n", - " 86.208897\n", - " 110.850774\n", + " 1.285567\n", + " -0.978782\n", + " 43.137116\n", + " 55.455642\n", " \n", " \n", " 49_gnssbx_GNA2_10037\n", " GNA2\n", - " 0.390136\n", - " -0.458336\n", - " 86.208897\n", - " 33.633169\n", + " 0.390061\n", + " -0.458195\n", + " 43.137116\n", + " 16.826109\n", " \n", " \n", " 50_gnssbx_GNA2_10044\n", " GNA2\n", - " 3.025921\n", - " 0.271486\n", - " 86.208897\n", - " 260.861291\n", + " 3.025319\n", + " 0.275520\n", + " 43.137116\n", + " 130.503548\n", " \n", " \n", " 51_gnssbx_GNA2_10059\n", " GNA2\n", - " 1.179403\n", - " 3.496500\n", - " 86.208897\n", - " 101.675012\n", + " 1.179371\n", + " 3.494447\n", + " 43.137116\n", + " 50.874671\n", " \n", " \n", " 52_gnssbx_GNA2_10008\n", " GNA2\n", - " 1.058868\n", - " -0.042840\n", - " 86.208897\n", - " 91.283880\n", + " 1.058751\n", + " -0.041947\n", + " 43.137116\n", + " 45.671446\n", " \n", " \n", " 53_gnssbx_GNA2_10044\n", " GNA2\n", - " 0.981558\n", - " -1.181039\n", - " 86.208897\n", - " 84.618990\n", + " 0.981450\n", + " -1.180306\n", + " 43.137116\n", + " 42.336918\n", " \n", " \n", " 1_gnssby_0645_10026\n", " 0645\n", - " 1.104009\n", + " 1.104049\n", " 1.273096\n", - " 86.218388\n", - " 95.185892\n", + " 43.156080\n", + " 47.646422\n", " \n", " \n", " 2_gnssby_0645_10014\n", " 0645\n", - " 1.418070\n", - " 1.455124\n", - " 86.218388\n", - " 122.263699\n", + " 1.417933\n", + " 1.455376\n", + " 43.156080\n", + " 61.192432\n", " \n", " \n", " 3_gnssby_0645_10044\n", " 0645\n", - " 1.881115\n", - " -1.803137\n", - " 86.218388\n", - " 162.186706\n", + " 1.880985\n", + " -1.802887\n", + " 43.156080\n", + " 81.175933\n", " \n", " \n", " 4_gnssby_0645_10037\n", " 0645\n", - " 1.450412\n", - " -1.937002\n", - " 86.218388\n", - " 125.052212\n", + " 1.450326\n", + " -1.936807\n", + " 43.156080\n", + " 62.590405\n", " \n", " \n", " 5_gnssby_0645_10008\n", " 0645\n", - " 1.055528\n", - " -0.432851\n", - " 86.218388\n", - " 91.005888\n", + " 1.055451\n", + " -0.432707\n", + " 43.156080\n", + " 45.549144\n", " \n", " \n", " 6_gnssby_0645_10044\n", " 0645\n", - " 1.204508\n", - " 0.975134\n", - " 86.218388\n", - " 103.850743\n", + " 1.204421\n", + " 0.975317\n", + " 43.156080\n", + " 51.978103\n", " \n", " \n", " 7_gnssby_0656_10014\n", " 0656\n", - " 2.833622\n", + " 2.834746\n", " 0.632479\n", - " 86.195051\n", - " 244.244236\n", + " 43.109573\n", + " 122.204675\n", " \n", " \n", " 8_gnssby_0656_10026\n", " 0656\n", - " 2.122119\n", - " 0.124916\n", - " 86.195051\n", - " 182.916145\n", + " 2.122078\n", + " 0.124549\n", + " 43.109573\n", + " 91.481883\n", " \n", " \n", " 9_gnssby_0656_10001\n", " 0656\n", - " 2.795075\n", + " 2.795023\n", " 3.215586\n", - " 86.195051\n", - " 240.921613\n", + " 43.109573\n", + " 120.492241\n", " \n", " \n", " 10_gnssby_0656_10028\n", " 0656\n", - " 2.522079\n", + " 2.522032\n", " 0.340731\n", - " 86.195051\n", - " 217.390738\n", + " 43.109573\n", + " 108.723709\n", " \n", " \n", " 11_gnssby_0656_10014\n", " 0656\n", - " 1.605833\n", + " 1.605797\n", " 0.269427\n", - " 86.195051\n", - " 138.414834\n", + " 43.109573\n", + " 69.225215\n", " \n", " \n", " 12_gnssby_0656_10037\n", " 0656\n", - " 1.091182\n", + " 1.091161\n", " -1.437945\n", - " 86.195051\n", - " 94.054484\n", + " 43.109573\n", + " 47.039477\n", " \n", " \n", " 13_gnssby_0656_10001\n", " 0656\n", - " 2.315085\n", + " 2.315042\n", " -2.286827\n", - " 86.195051\n", - " 199.548853\n", + " 43.109573\n", + " 99.800460\n", " \n", " \n", " 14_gnssby_0656_10059\n", " 0656\n", - " 2.483447\n", + " 2.483397\n", " 1.296342\n", - " 86.195051\n", - " 214.060878\n", + " 43.109573\n", + " 107.058187\n", " \n", " \n", " 15_gnssby_0656_10044\n", " 0656\n", - " 1.724735\n", + " 1.724696\n", " -1.357902\n", - " 86.195051\n", - " 148.663584\n", + " 43.109573\n", + " 74.350929\n", " \n", " \n", " 16_gnssby_0656_10037\n", " 0656\n", - " 3.182338\n", + " 3.182276\n", " 2.464272\n", - " 86.195051\n", - " 274.301754\n", + " 43.109573\n", + " 137.186560\n", " \n", " \n", " 17_gnssby_0656_10026\n", " 0656\n", - " 1.773429\n", + " 1.773394\n", " 2.352950\n", - " 86.195051\n", - " 152.860770\n", + " 43.109573\n", + " 76.450258\n", " \n", " \n", " 18_gnssby_0656_10059\n", " 0656\n", - " 3.903239\n", + " 3.903165\n", " -1.554800\n", - " 86.195051\n", - " 336.439899\n", + " 43.109573\n", + " 168.263784\n", " \n", " \n", " 19_gnssby_0656_10008\n", " 0656\n", - " 3.395967\n", + " 3.395903\n", " -0.272128\n", - " 86.195051\n", - " 292.715567\n", + " 43.109573\n", + " 146.395913\n", " \n", " \n", " 20_gnssby_0656_10054\n", " 0656\n", - " 5.753419\n", + " 5.753312\n", " -10.094435\n", - " 86.195051\n", - " 495.916267\n", + " 43.109573\n", + " 248.022839\n", " \n", " \n", " 21_gnssby_0656_10044\n", " 0656\n", - " 1.788332\n", + " 1.788292\n", " 2.113233\n", - " 86.195051\n", - " 154.145343\n", + " 43.109573\n", + " 77.092515\n", " \n", " \n", " 22_gnssby_0656_10054\n", " 0656\n", - " 1.611795\n", + " 1.611764\n", " -3.064912\n", - " 86.195051\n", - " 138.928716\n", + " 43.109573\n", + " 69.482472\n", " \n", " \n", " 23_gnssby_0656_10028\n", " 0656\n", - " 2.770642\n", + " 2.770590\n", " 2.226673\n", - " 86.195051\n", - " 238.815623\n", + " 43.109573\n", + " 119.438967\n", " \n", " \n", " 24_gnssby_0656_10008\n", " 0656\n", - " 1.880389\n", + " 1.880354\n", " -0.250848\n", - " 86.195051\n", - " 162.080253\n", + " 43.109573\n", + " 81.061237\n", " \n", " \n", " 25_gnssby_0995_10014\n", " 0995\n", - " 1.722720\n", - " -0.249691\n", - " 86.223028\n", - " 148.538107\n", + " 1.722591\n", + " -0.249397\n", + " 43.165345\n", + " 74.356220\n", " \n", " \n", " 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131.883209\n", + " 43.126720\n", + " 65.978335\n", " \n", " \n", " 1092_niv_10026_10010\n", " 10010\n", - " 1.521938\n", + " 1.521910\n", " 0.071043\n", - " 86.284601\n", - " 131.319810\n", + " 43.287982\n", + " 65.880391\n", " \n", " \n", " 1093_niv_10010_10006\n", " 10006\n", - " 1.735145\n", + " 1.735113\n", " -0.312811\n", - " 86.308450\n", - " 149.757714\n", + " 43.335509\n", + " 75.192009\n", " \n", " \n", " 1094_niv_10006_10010\n", " 10010\n", - " 1.735166\n", + " 1.735133\n", " 0.317919\n", - " 86.284601\n", - " 149.718075\n", + " 43.287982\n", + " 75.110419\n", " \n", " \n", " 1095_niv_10010_10026\n", " 10026\n", - " 1.522040\n", + " 1.522012\n", " 0.002230\n", - " 86.203812\n", - " 131.205686\n", + " 43.126720\n", + " 65.639384\n", " \n", " \n", " 1096_niv_10026_10043\n", " 10043\n", - " 1.529919\n", + " 1.529891\n", " 2.285459\n", - " 86.259999\n", - " 131.970849\n", + " 43.239000\n", + " 66.150950\n", " \n", " \n", " 1097_niv_10043_10052\n", " 10052\n", - " 1.682184\n", + " 1.682152\n", " 1.587291\n", - " 86.262957\n", - " 145.110139\n", + " 43.244932\n", + " 72.744565\n", " \n", " \n", " 1098_niv_10052_10058\n", " 10058\n", - " 1.602767\n", + " 1.602737\n", " 3.250616\n", - " 86.325470\n", - " 138.359644\n", + " 43.369641\n", + " 69.510141\n", " \n", " \n", " 1099_niv_10058_10056\n", " 10056\n", - " 1.693938\n", + " 1.693907\n", " 2.767751\n", - " 86.307450\n", - " 146.199504\n", + " 43.334058\n", + " 73.403858\n", " \n", " \n", " 1100_niv_10056_10054\n", " 10054\n", - " 1.548023\n", + " 1.547994\n", " 2.456442\n", - " 86.206880\n", - " 133.450230\n", + " 43.133680\n", + " 66.770684\n", " \n", " \n", " 1101_niv_10054_666\n", " 666\n", - " 1.909199\n", + " 1.909164\n", " -2.649402\n", - " 86.569403\n", - " 165.278239\n", + " 43.853691\n", + " 83.723878\n", " \n", " \n", " 1102_niv_816_10048\n", " 10048\n", - " 1.726519\n", + " 1.726486\n", " 0.237048\n", - " 86.323316\n", - " 149.038811\n", + " 43.365544\n", + " 74.870025\n", " \n", " \n", " 1103_niv_10048_812\n", " 812\n", - " 1.412898\n", + " 1.412871\n", " -0.242556\n", - " 86.538870\n", - " 122.270569\n", + " 43.793381\n", + " 61.874404\n", " \n", " \n", " 1104_niv_812_FH3\n", " FH3\n", - " 1.825514\n", - " -0.094301\n", - " 86.519383\n", - " 157.942336\n", + " 1.825473\n", + " -0.093944\n", + " 43.754617\n", + " 79.872892\n", " \n", " \n", " 1105_niv_FH3_10049\n", " 10049\n", - " 1.958385\n", + " 1.958341\n", " 0.329635\n", - " 86.323326\n", - " 169.054294\n", + " 43.365530\n", + " 84.924509\n", " \n", " \n", " 1106_niv_10049_10053\n", " 10053\n", - " 1.829850\n", - " -0.588329\n", - " 86.266404\n", - " 157.854573\n", + " 1.829805\n", + " -0.587970\n", + " 43.251871\n", + " 79.142476\n", " \n", " \n", " 1107_niv_10053_10050\n", " 10050\n", - " 1.774512\n", + " 1.774479\n", " 0.808072\n", - " 86.296576\n", - " 153.134278\n", + " 43.312157\n", + " 76.856493\n", " \n", " \n", " 1108_niv_10050_10051\n", " 10051\n", - " 1.873564\n", + " 1.873529\n", " 1.160765\n", - " 86.289549\n", - " 161.668956\n", + " 43.298122\n", + " 81.120278\n", " \n", " \n", " 1109_niv_10051_FH4\n", " FH4\n", - " 2.042225\n", + " 2.042187\n", " 0.927462\n", - " 86.583271\n", - " 176.822486\n", + " 43.880617\n", + " 89.612411\n", " \n", " \n", " 1110_niv_FH4_10040\n", " 10040\n", - " 1.591283\n", + " 1.591253\n", " 1.377616\n", - " 86.267626\n", - " 137.276173\n", + " 43.254483\n", + " 68.828822\n", " \n", " \n", " 1111_niv_10040_10037\n", " 10037\n", - " 1.593698\n", - " 5.590620\n", - " 86.198551\n", - " 137.374444\n", + " 1.593659\n", + " 5.590323\n", + " 43.116622\n", + " 68.713175\n", " \n", " \n", " 1112_niv_10037_10038\n", " 10038\n", - " 1.786293\n", + " 1.786586\n", " -3.715415\n", - " 86.275334\n", - " 154.113018\n", + " 43.269921\n", + " 77.305429\n", " \n", " \n", " 1113_niv_10038_10039\n", " 10039\n", - " 1.871467\n", + " 1.871432\n", " -2.848576\n", - " 86.284501\n", - " 161.478598\n", + " 43.288152\n", + " 81.010826\n", " \n", " \n", " 1114_niv_10039_10032\n", " 10032\n", - " 1.831220\n", + " 1.831186\n", " -2.641806\n", - " 86.311636\n", - " 158.055632\n", + " 43.342200\n", + " 79.367642\n", " \n", " \n", " 1115_niv_10032_10031\n", " 10031\n", - " 1.797280\n", + " 1.797246\n", " -2.472050\n", - " 86.299480\n", - " 155.104317\n", + " 43.318076\n", + " 77.853246\n", " \n", " \n", " 1116_niv_10031_FH15\n", " FH15\n", - " 1.850942\n", + " 1.850906\n", " -0.370145\n", - " 86.689590\n", - " 160.457404\n", + " 44.089968\n", + " 81.606394\n", " \n", " \n", " 1117_niv_FH15_10033\n", " 10033\n", - " 1.940349\n", + " 1.940312\n", " -0.097171\n", - " 86.298585\n", - " 167.449351\n", + " 43.316175\n", + " 84.046874\n", " \n", " \n", " 1118_niv_10033_10025\n", " 10025\n", - " 1.933842\n", + " 1.933804\n", " -0.557568\n", - " 86.301704\n", - " 166.893894\n", + " 43.322213\n", + " 83.776690\n", " \n", " \n", " 1119_niv_10025_10024\n", " 10024\n", - " 1.900166\n", + " 1.900130\n", " -1.031195\n", - " 86.332434\n", - " 164.045983\n", + " 43.383386\n", + " 82.434093\n", " \n", " \n", " 1120_niv_10024_10023\n", " 10023\n", - " 1.858939\n", + " 1.858904\n", " -0.889870\n", - " 86.326900\n", - " 160.476410\n", + " 43.372431\n", + " 80.625179\n", " \n", " \n", " 1121_niv_10023_10022\n", " 10022\n", - " 1.871279\n", + " 1.871244\n", " -0.552900\n", - " 86.325413\n", - " 161.538909\n", + " 43.369457\n", + " 81.154826\n", " \n", " \n", " 1122_niv_10022_10021\n", " 10021\n", - " 1.886248\n", + " 1.886212\n", " -0.614667\n", - " 86.287909\n", - " 162.760360\n", + " 43.294745\n", + " 81.663077\n", " \n", " \n", " 1123_niv_10021_10026\n", " 10026\n", - " 1.815999\n", + " 1.815965\n", " -0.772045\n", - " 86.203812\n", - " 156.546060\n", + " 43.126720\n", + " 78.316596\n", " \n", " \n", " 1124_niv_10026_10020\n", " 10020\n", - " 1.676852\n", + " 1.676820\n", " 0.448157\n", - " 86.291658\n", - " 144.698345\n", + " 43.302224\n", + " 72.610022\n", " \n", " \n", " 1125_niv_10020_10019\n", " 10019\n", - " 1.834044\n", + " 1.834010\n", " 0.585659\n", - " 86.301847\n", - " 158.281425\n", + " 43.322613\n", + " 79.454097\n", " \n", " \n", " 1126_niv_10019_10017\n", " 10017\n", - " 1.824573\n", + " 1.824538\n", " 0.528360\n", - " 86.257363\n", - " 157.382814\n", + " 43.234099\n", + " 78.882258\n", " \n", " \n", " 1127_niv_10017_10019\n", " 10019\n", - " 1.824540\n", + " 1.824506\n", " -0.561918\n", - " 86.301847\n", - " 157.461208\n", + " 43.322613\n", + " 79.042366\n", " \n", " \n", " 1128_niv_10019_10020\n", " 10020\n", - " 1.833907\n", + " 1.833872\n", " -0.554759\n", - " 86.291658\n", - " 158.250852\n", + " 43.302224\n", + " 79.410739\n", " \n", " \n", " 1129_niv_10020_10026\n", " 10026\n", - " 1.676688\n", + " 1.676968\n", " -0.422302\n", - " 86.203812\n", - " 144.536878\n", + " 43.126720\n", + " 72.322138\n", " \n", " \n", " 1130_niv_10026_10021\n", " 10021\n", - " 1.815941\n", + " 1.815906\n", " 0.761046\n", - " 86.287909\n", - " 156.693735\n", + " 43.294745\n", + " 78.619192\n", " \n", " \n", " 1131_niv_10021_10022\n", " 10022\n", - " 1.886216\n", + " 1.886181\n", " 0.662322\n", - " 86.325413\n", - " 162.828384\n", + " 43.369457\n", + " 81.802634\n", " \n", " \n", " 1132_niv_10022_10023\n", " 10023\n", - " 1.871144\n", + " 1.871109\n", " 0.564327\n", - " 86.326900\n", - " 161.530083\n", + " 43.372431\n", + " 81.154558\n", " \n", " \n", " 1133_niv_10023_10024\n", " 10024\n", - " 1.858976\n", + " 1.858941\n", " 0.863913\n", - " 86.332434\n", - " 160.489930\n", + " 43.383386\n", + " 80.647167\n", " \n", " \n", " 1134_niv_10024_10025\n", " 10025\n", - " 1.900249\n", + " 1.900213\n", " 1.040214\n", - " 86.301704\n", - " 163.994746\n", + " 43.322213\n", + " 82.321448\n", " \n", " \n", " 1135_niv_10025_10033\n", " 10033\n", - " 1.933795\n", + " 1.933757\n", " 0.551424\n", - " 86.298585\n", - " 166.883805\n", + " 43.316175\n", + " 83.762978\n", " \n", " \n", " 1136_niv_10033_FH15\n", " FH15\n", - " 1.940131\n", + " 1.940093\n", " 0.062467\n", - " 86.689590\n", - " 168.189127\n", + " 44.089968\n", + " 85.538656\n", " 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137.462399\n", + " 43.254483\n", + " 68.921783\n", " \n", " \n", " 1143_niv_10040_FH4\n", " FH4\n", - " 1.591298\n", + " 1.591268\n", " -1.392461\n", - " 86.583271\n", - " 137.779780\n", + " 43.880617\n", + " 69.825832\n", " \n", " \n", " 1144_niv_FH4_10051\n", " 10051\n", - " 2.043045\n", + " 2.043007\n", " -0.893441\n", - " 86.289549\n", - " 176.293422\n", + " 43.298122\n", + " 88.458364\n", " \n", " \n", " 1145_niv_10051_10050\n", " 10050\n", - " 1.873598\n", + " 1.873563\n", " -1.061450\n", - " 86.296576\n", - " 161.685115\n", + " 43.312157\n", + " 81.148076\n", " \n", " \n", " 1146_niv_10050_10053\n", " 10053\n", - " 1.774678\n", + " 1.774985\n", " -0.903017\n", - " 86.266404\n", - " 153.095074\n", + " 43.251871\n", + " 76.771424\n", " \n", " \n", " 1147_niv_10053_10049\n", " 10049\n", - " 1.829701\n", - " 0.669304\n", - " 86.323326\n", - " 157.945891\n", + " 1.829656\n", + " 0.668946\n", + " 43.365530\n", + " 79.343999\n", " \n", " \n", " 1148_niv_10049_FH3\n", " FH3\n", - " 1.957886\n", + " 1.958197\n", " -0.166530\n", - " 86.519383\n", - " 169.395130\n", + " 43.754617\n", + " 85.680143\n", " \n", " \n", " 1149_niv_FH3_812\n", " 812\n", - " 1.826289\n", + " 1.826249\n", " 0.041458\n", - " 86.538870\n", - " 158.045001\n", + " 43.793381\n", + " 79.977607\n", " \n", " \n", " 1150_niv_812_10048\n", " 10048\n", - " 1.413367\n", + " 1.413340\n", " 0.250799\n", - " 86.323316\n", - " 122.006503\n", + " 43.365544\n", + " 61.290265\n", " \n", " \n", " 1151_niv_10048_816\n", " 816\n", - " 1.726437\n", + " 1.726405\n", " -0.341628\n", - " 86.586218\n", - " 149.485658\n", + " 43.886606\n", + " 75.766055\n", " \n", " \n", " 1152_niv_816_812\n", " 812\n", - " 1.593051\n", + " 1.593021\n", " 0.018439\n", - " 86.538870\n", - " 137.860834\n", + " 43.793381\n", + " 69.763791\n", " \n", " \n", " 1153_niv_812_10045\n", " 10045\n", - " 1.314562\n", - " 0.018120\n", - " 86.313074\n", - " 113.463866\n", + " 1.314525\n", + " 0.017896\n", + " 43.345617\n", + " 56.978914\n", " \n", 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- " 1.588743\n", + " 1.588712\n", " 3.581058\n", - " 86.303771\n", - " 137.114531\n", + " 43.326621\n", + " 68.833544\n", " \n", " \n", " 1205_niv_10057_10055\n", " 10055\n", - " 1.892804\n", + " 1.892769\n", " 2.907850\n", - " 86.293995\n", - " 163.337659\n", + " 43.307320\n", + " 81.970760\n", " \n", " \n", " 1206_niv_10055_666\n", " 666\n", - " 1.889347\n", + " 1.889312\n", " 2.481780\n", - " 86.569403\n", - " 163.559663\n", + " 43.853691\n", + " 82.853311\n", " \n", " \n", " lA_X0645\n", " \n", - " 0.977587\n", + " 0.979768\n", " NaN\n", " NaN\n", " NaN\n", @@ -50558,7 +48506,7 @@ " \n", " lA_X0656\n", " \n", - " 0.977045\n", + " 0.977602\n", " NaN\n", " NaN\n", " NaN\n", @@ -50566,7 +48514,7 @@ " \n", " lA_X0995\n", " \n", - " 0.977723\n", + " 0.980310\n", " NaN\n", " NaN\n", " NaN\n", @@ -50574,7 +48522,7 @@ " \n", " lA_X1675\n", " \n", - " 0.977294\n", + " 0.978599\n", " NaN\n", " NaN\n", " NaN\n", @@ -50582,7 +48530,7 @@ " \n", " lA_XESTE\n", " \n", - " 0.977327\n", + " 0.978731\n", " NaN\n", " NaN\n", " NaN\n", @@ -50590,7 +48538,7 @@ " \n", " lA_XGNA2\n", " \n", - " 0.977373\n", + " 0.978907\n", " NaN\n", " NaN\n", " NaN\n", @@ -50598,7 +48546,7 @@ " \n", " lA_Y0645\n", " \n", - " 1.092935\n", + " 1.093407\n", " NaN\n", " NaN\n", " NaN\n", @@ -50606,7 +48554,7 @@ " \n", " lA_Y0656\n", " \n", - " 1.092804\n", + " 1.092897\n", " NaN\n", " NaN\n", " NaN\n", @@ -50614,7 +48562,7 @@ " \n", " lA_Y0995\n", " \n", - " 1.092932\n", + " 1.093405\n", " NaN\n", " NaN\n", " NaN\n", @@ -50622,7 +48570,7 @@ " \n", " lA_Y1675\n", " \n", - " 1.092859\n", + " 1.093110\n", " NaN\n", " NaN\n", " NaN\n", @@ -50630,7 +48578,7 @@ " \n", " lA_YESTE\n", " \n", - " 1.092864\n", + " 1.093130\n", " NaN\n", " NaN\n", " NaN\n", @@ -50638,7 +48586,7 @@ " \n", " lA_YGNA2\n", " \n", - " 1.092876\n", + " 1.093179\n", " NaN\n", " NaN\n", " NaN\n", @@ -50646,7 +48594,7 @@ " \n", " lA_Z0645\n", " \n", - " 0.432612\n", + " 0.438333\n", " NaN\n", " NaN\n", " NaN\n", @@ -50654,7 +48602,7 @@ " \n", " lA_Z0656\n", " \n", - " 0.431753\n", + " 0.434929\n", " NaN\n", " NaN\n", " NaN\n", @@ -50662,7 +48610,7 @@ " \n", " lA_Z0995\n", " \n", - " 0.432698\n", + " 0.438674\n", " NaN\n", " NaN\n", " NaN\n", @@ -50670,7 +48618,7 @@ " \n", " lA_Z1675\n", " \n", - " 0.432137\n", + " 0.436456\n", " NaN\n", " NaN\n", " NaN\n", @@ -50678,7 +48626,7 @@ " \n", " lA_ZESTE\n", " \n", - " 0.432171\n", + " 0.436592\n", " NaN\n", " NaN\n", " NaN\n", @@ -50686,7 +48634,7 @@ " \n", " lA_ZGNA2\n", " \n", - " 0.432243\n", + " 0.436875\n", " NaN\n", " NaN\n", " NaN\n", @@ -50702,26 +48650,13 @@ } } ], - "execution_count": 25 + "execution_count": 28 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:10:56.642434Z", - "start_time": "2026-01-23T20:10:56.470185Z" - } - }, - "cell_type": "code", - "source": "Export.Export.matrix_to_csv(fr\"Zwischenergebnisse\\_Qxx.csv\", [\"\"], Jacobimatrix_symbolisch_liste_unbekannte, res[\"Q_xx\"], \"Qxx\")", - "id": "62eafa3c2148b966", - "outputs": [], - "execution_count": 26 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-23T20:10:59.575374Z", - "start_time": "2026-01-23T20:10:56.648946Z" + "end_time": "2026-01-30T16:00:11.138437Z", + "start_time": "2026-01-30T16:00:08.005122Z" } }, "cell_type": "code", @@ -50762,521 +48697,521 @@ " \n", " \n", " 10009\n", - " 0.058061\n", - " 0.063848\n", - " 0.043533\n", - " 0.096658\n", + " 0.007640\n", + " 0.008374\n", + " 0.005770\n", + " 0.012720\n", " \n", " \n", " 10006\n", - " 0.058061\n", - " 0.063859\n", - " 0.043528\n", - " 0.096663\n", + " 0.007646\n", + " 0.008380\n", + " 0.005771\n", + " 0.012727\n", " \n", " \n", " 10010\n", - " 0.058053\n", - " 0.063835\n", - " 0.043525\n", - " 0.096641\n", + " 0.007634\n", + " 0.008368\n", + " 0.005764\n", + " 0.012709\n", " \n", " \n", " 10018\n", - " 0.058052\n", - " 0.063831\n", - " 0.043527\n", - " 0.096639\n", + " 0.007631\n", + " 0.008365\n", + " 0.005763\n", + " 0.012705\n", " \n", " \n", " 10008\n", - " 0.057996\n", - 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0.0290\n", + " 109.092\n", " \n", " \n", "" @@ -52028,13 +49950,30 @@ } } ], - "execution_count": 28 + "execution_count": 30 }, { "metadata": { "ExecuteTime": { - "end_time": "2026-01-23T20:12:36.670001Z", - "start_time": "2026-01-23T20:12:33.681653Z" + "end_time": "2026-01-30T12:55:00.255380Z", + "start_time": "2026-01-30T12:55:00.251985Z" + } + }, + "cell_type": "code", + "source": [ + "# Plot der Standardellipse bzw. Helmert'sche Fehlerellipsen (im ENU-System)\n", + "\n", + "\n" + ], + "id": "65c2e855318021ff", + "outputs": [], + "execution_count": 31 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-01-30T12:55:02.240999Z", + "start_time": "2026-01-30T12:55:00.375537Z" } }, "cell_type": "code", @@ -52064,961 +50003,961 @@ "mode": "lines", "name": "GNSS-Basislinien", "x": [ - 3793994.449647398, - 3794753.8439319967, + 3793994.4490975733, + 3794753.843379154, null, - 3793994.449647398, - 3794838.744220838, + 3793994.4490975733, + 3794838.743667914, null, - 3793994.449647398, - 3794752.6650356976, + 3793994.4490975733, + 3794752.66448251, null, - 3793994.449647398, - 3794800.597254534, + 3793994.4490975733, + 3794800.5967014716, null, - 3793994.449647398, - 3794783.8579188995, + 3793994.4490975733, + 3794783.857366013, null, - 3793994.449647398, - 3794752.6650356976, + 3793994.4490975733, + 3794752.66448251, null, - 3794838.5827445476, - 3794838.744220838, + 3794838.582191524, + 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"\u001B[31m---------------------------------------------------------------------------\u001B[39m", + "\u001B[31mKeyError\u001B[39m Traceback (most recent call last)", + "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[35]\u001B[39m\u001B[32m, line 21\u001B[39m\n\u001B[32m 7\u001B[39m metadaten = {\n\u001B[32m 8\u001B[39m \u001B[33m\"\u001B[39m\u001B[33mbearbeiter\u001B[39m\u001B[33m\"\u001B[39m: bearbeiter,\n\u001B[32m 9\u001B[39m \u001B[33m\"\u001B[39m\u001B[33mprojekt\u001B[39m\u001B[33m\"\u001B[39m: projekt,\n\u001B[32m 10\u001B[39m \u001B[33m\"\u001B[39m\u001B[33mdatum\u001B[39m\u001B[33m\"\u001B[39m: datetime.now().strftime(\u001B[33m\"\u001B[39m\u001B[38;5;132;01m%d\u001B[39;00m\u001B[33m.\u001B[39m\u001B[33m%\u001B[39m\u001B[33mm.\u001B[39m\u001B[33m%\u001B[39m\u001B[33mY\u001B[39m\u001B[33m\"\u001B[39m)\n\u001B[32m 11\u001B[39m }\n\u001B[32m 14\u001B[39m ergebnisse = {\n\u001B[32m 15\u001B[39m 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ergebnisse)\u001B[39m\n\u001B[32m 85\u001B[39m abs_path = os.path.abspath(dateiname)\n\u001B[32m 87\u001B[39m \u001B[38;5;66;03m# HTML Inhalt zusammenbauen\u001B[39;00m\n\u001B[32m 88\u001B[39m html_content = \u001B[33mf\u001B[39m\u001B[33m\"\"\"\u001B[39m\n\u001B[32m 89\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 90\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 91\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 92\u001B[39m \u001B[33m \u001B[39m\n\u001B[32m 93\u001B[39m \u001B[33m \u001B[39m\n\u001B[32m 104\u001B[39m \u001B[33m Netzprotokoll - \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mmetadaten[\u001B[33m'\u001B[39m\u001B[33mprojekt\u001B[39m\u001B[33m'\u001B[39m]\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m\u001B[39m\n\u001B[32m 105\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 106\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 107\u001B[39m \u001B[33m

Netzprotokoll: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mmetadaten[\u001B[33m'\u001B[39m\u001B[33mprojekt\u001B[39m\u001B[33m'\u001B[39m]\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m

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Bearbeiter: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mmetadaten[\u001B[33m'\u001B[39m\u001B[33mbearbeiter\u001B[39m\u001B[33m'\u001B[39m]\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m

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Datum: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mmetadaten[\u001B[33m'\u001B[39m\u001B[33mdatum\u001B[39m\u001B[33m'\u001B[39m]\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m

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Ausgleichungsmodus: Methode der kleinsten Quadrate (L2-Norm)

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1. Globaltest

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2. Redundanzanteile

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3. Standardellipsen

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3. Konfidenzellipsen

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3. Koordinaten Geozentrisch Kartesisch

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3. Koordinaten UTM

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\u001B[39m\n\u001B[32m 134\u001B[39m \u001B[33m Erstellt automatisch am \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mdatetime.now().strftime(\u001B[33m'\u001B[39m\u001B[38;5;132;01m%d\u001B[39;00m\u001B[33m.\u001B[39m\u001B[33m%\u001B[39m\u001B[33mm.\u001B[39m\u001B[33m%\u001B[39m\u001B[33mY um \u001B[39m\u001B[33m%\u001B[39m\u001B[33mH:\u001B[39m\u001B[33m%\u001B[39m\u001B[33mM:\u001B[39m\u001B[33m%\u001B[39m\u001B[33mS\u001B[39m\u001B[33m'\u001B[39m)\u001B[38;5;132;01m}\u001B[39;00m\n\u001B[32m 135\u001B[39m \u001B[33m
\u001B[39m\n\u001B[32m 136\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 137\u001B[39m \u001B[33m\u001B[39m\n\u001B[32m 138\u001B[39m \u001B[33m\u001B[39m\u001B[33m\"\"\"\u001B[39m\n\u001B[32m 140\u001B[39m \u001B[38;5;66;03m# Datei schreiben\u001B[39;00m\n\u001B[32m 141\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m \u001B[38;5;28mopen\u001B[39m(dateiname, \u001B[33m\"\u001B[39m\u001B[33mw\u001B[39m\u001B[33m\"\u001B[39m, encoding=\u001B[33m\"\u001B[39m\u001B[33mutf-8\u001B[39m\u001B[33m\"\u001B[39m) \u001B[38;5;28;01mas\u001B[39;00m f:\n", + "\u001B[31mKeyError\u001B[39m: 'df_koordinaten_geozentrisch_kartesisch'" ] } ], - "execution_count": 32 - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-23T20:18:34.864965Z", - "start_time": "2026-01-23T20:18:34.863066Z" - } - }, - "cell_type": "code", - "source": "", - "id": "7df97977e9b23e21", - "outputs": [], - "execution_count": null - }, - { - "metadata": { - "ExecuteTime": { - "end_time": "2026-01-23T20:18:34.872605Z", - "start_time": "2026-01-23T20:18:34.870354Z" - } - }, - "cell_type": "code", - "source": "", - "id": "a5cdecf622455241", - "outputs": [], - "execution_count": null + "execution_count": 35 } ], "metadata": { diff --git a/Datenbank.py b/Datenbank.py index 5d1d524..f5e8ef4 100644 --- a/Datenbank.py +++ b/Datenbank.py @@ -85,7 +85,7 @@ class Datenbank_anlegen: name TEXT(200), CONSTRAINT pk_Instrumente PRIMARY KEY (instrumenteID) ); - """) + """); cursor.executescript("""CREATE TABLE Genauigkeiten( genauigkeitenID INTEGER, instrumenteID INTEGER, @@ -95,7 +95,18 @@ class Datenbank_anlegen: CONSTRAINT pk_Genauigkeiten PRIMARY KEY (genauigkeitenID), CONSTRAINT fk_Genauigkeiten_Instrumente FOREIGN KEY (instrumenteID) REFERENCES Instrumente(instrumenteID) ); + """); + cursor.executescript("""CREATE TABLE Varianzkomponentenschaetzung( + varianzkomponenteID INTEGER, + instrumenteID INTEGER, + beobachtungsgruppe TEXT(50), + varianz_varianzkomponentenschaetzung NUMERIC(3, 16) DEFAULT 1, + s0_apriori_vorherige_iteration NUMERIC(3, 16) DEFAULT 1, + CONSTRAINT pk_Varianzkomponentenschaetzung PRIMARY KEY (varianzkomponenteID), + CONSTRAINT fk_Varianzkomponentenschaetzung_Instrumente FOREIGN KEY (instrumenteID) REFERENCES Instrumente(instrumenteID) + ); """) + con.commit() cursor.close() con.close() @@ -128,7 +139,7 @@ class Datenbankzugriff: cursor.close() con.close() - def set_instrument(self, typ: str, name: str) -> None: + def set_instrument(self, typ: str, name: str, liste_beobachtungsarten: list) -> None: con = sqlite3.connect(self.pfad_datenbank) cursor = con.cursor() liste_instrumente = cursor.execute("SELECT * FROM Instrumente WHERE typ = ? AND name =?", (typ, name)).fetchall() @@ -136,7 +147,25 @@ class Datenbankzugriff: cursor.execute( "INSERT INTO Instrumente (typ, name) VALUES (?, ?)", (typ, name) ) + id_instrument = cursor.lastrowid print(f"Das Instrument {name} wurde erfolgreich hinzugefügt.") + + if self.get_varianzkomponentenschaetzung() == []: + cursor.execute( + "INSERT INTO Instrumente (typ, name) VALUES (?, ?)", ("Anschlusspunkte", "lA") + ) + id_instrument_anschlusspunkte = cursor.lastrowid + + cursor.execute( + "INSERT INTO Varianzkomponentenschaetzung (instrumenteID, beobachtungsgruppe) VALUES (?, ?)", + (id_instrument_anschlusspunkte, "Anschlusspunkte") + ) + + for beobachtungsart in liste_beobachtungsarten: + cursor.execute( + "INSERT INTO Varianzkomponentenschaetzung (instrumenteID, beobachtungsgruppe) VALUES (?, ?)", + (id_instrument, beobachtungsart) + ) else: id_instrument = cursor.execute( "SELECT instrumenteID FROM Instrumente WHERE typ = ? AND name =?", (typ, name)) @@ -414,6 +443,33 @@ class Datenbankzugriff: cursor.close() con.close() + def set_varianzkomponente(self, liste_varianzkomponten_anpassen: list) -> None: + con = sqlite3.connect(self.pfad_datenbank) + cursor = con.cursor() + if liste_varianzkomponten_anpassen != []: + for varianzkomponente in liste_varianzkomponten_anpassen: + cursor.execute( + f"UPDATE Varianzkomponentenschaetzung SET varianz_varianzkomponentenschaetzung = ? WHERE instrumenteID = ? AND beobachtungsgruppe = ?", + (varianzkomponente[2], varianzkomponente[0], varianzkomponente[1])) + print(f"Folgende Varianzkomponente wurde für die nächste Iteration gespeichert: {liste_varianzkomponten_anpassen}.") + con.commit() + cursor.close() + con.close() + + def set_s0_apriori(self, liste_s0_apriori_anpassen: list) -> None: + con = sqlite3.connect(self.pfad_datenbank) + cursor = con.cursor() + if liste_s0_apriori_anpassen != []: + for s0_apriori in liste_s0_apriori_anpassen: + cursor.execute( + f"UPDATE Varianzkomponentenschaetzung SET s0_apriori_vorherige_iteration = ? WHERE instrumenteID = ? AND beobachtungsgruppe = ?", + (s0_apriori[2], s0_apriori[0], s0_apriori[1])) + print(f"Folgende S0_apriori wurde für die nächste Iteration gespeichert: {liste_s0_apriori_anpassen}.") + 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() @@ -612,3 +668,20 @@ class Datenbankzugriff: con.close() return liste_nivellement_beobachtungen + def get_varianzkomponentenschaetzung(self) -> list[Any]: + con = sqlite3.connect(self.pfad_datenbank) + cursor = con.cursor() + liste_varianzkomponenten = cursor.execute(f"SELECT varianzkomponenteID, instrumenteID, beobachtungsgruppe, varianz_varianzkomponentenschaetzung FROM Varianzkomponentenschaetzung").fetchall() + cursor.close() + con.close() + return liste_varianzkomponenten + + def get_s0_apriori(self) -> list[Any]: + con = sqlite3.connect(self.pfad_datenbank) + cursor = con.cursor() + liste_s0_apriori = cursor.execute(f"SELECT varianzkomponenteID, instrumenteID, beobachtungsgruppe, varianz_varianzkomponentenschaetzung, s0_apriori_vorherige_iteration FROM Varianzkomponentenschaetzung").fetchall() + cursor.close() + con.close() + return liste_s0_apriori + + diff --git a/Datumsfestlegung.py b/Datumsfestlegung.py index 4f5c9c0..350fcc9 100644 --- a/Datumsfestlegung.py +++ b/Datumsfestlegung.py @@ -1,18 +1,153 @@ import sympy as sp import numpy as np from typing import Iterable, List, Sequence, Tuple, Optional - +import Stochastisches_Modell +import Export class Datumsfestlegung: @staticmethod - def weiches_datum(Q_ll: np.ndarray, Q_AA: np.ndarray) -> np.ndarray: - if Q_ll.ndim != 2 or Q_ll.shape[0] != Q_ll.shape[1]: + def weiches_datum(Q_ll: np.ndarray, Q_AA: np.ndarray, varianzkompontenschaetzung_erfolgt: bool, + dict_indizes_beobachtungsgruppen: dict) -> np.ndarray: + if Stochastisches_Modell.StochastischesModell.berechne_P(Q_ll).ndim != 2 or \ + Stochastisches_Modell.StochastischesModell.berechne_P(Q_ll).shape[0] != \ + Stochastisches_Modell.StochastischesModell.berechne_P(Q_ll).shape[1]: raise ValueError("Q_ll muss quadratisch sein.") - if Q_AA.ndim != 2 or Q_AA.shape[0] != Q_AA.shape[1]: + if Stochastisches_Modell.StochastischesModell.berechne_P(Q_AA).ndim != 2 or \ + Stochastisches_Modell.StochastischesModell.berechne_P(Q_AA).shape[0] != \ + Stochastisches_Modell.StochastischesModell.berechne_P(Q_AA).shape[1]: raise ValueError("Q_AA muss quadratisch sein.") - Q_ext = np.block([[Q_ll, np.zeros((Q_ll.shape[0], Q_AA.shape[0]))],[np.zeros((Q_AA.shape[0], Q_ll.shape[0])), Q_AA]]) - return Q_ext + + Q_ext = np.block( + [[Q_ll, np.zeros((Q_ll.shape[0], Q_AA.shape[0]))], [np.zeros((Q_AA.shape[0], Q_ll.shape[0])), Q_AA]]) + + if varianzkompontenschaetzung_erfolgt == False: + P = np.block([[Stochastisches_Modell.StochastischesModell.berechne_P(Q_ll), np.zeros( + (Stochastisches_Modell.StochastischesModell.berechne_P(Q_ll).shape[0], + Stochastisches_Modell.StochastischesModell.berechne_P(Q_AA).shape[0]))], [np.zeros( + (Stochastisches_Modell.StochastischesModell.berechne_P(Q_AA).shape[0], + Stochastisches_Modell.StochastischesModell.berechne_P(Q_ll).shape[0])), + Stochastisches_Modell.StochastischesModell.berechne_P( + Q_AA)]]) + else: + print("Varianzkomponentenschätzung wurde durchgeführt") + for beobachtungsgruppe, indizes in dict_indizes_beobachtungsgruppen.items(): + z_start, z_ende = indizes[0], indizes[1] # Zeile 2 bis inklusive 5 + s_start, s_ende = indizes[0], indizes[1] # Spalte 1 bis inklusive 4 + + if beobachtungsgruppe == "SD": + aufgeteilt_SD = Q_ext[z_start: z_ende + 1, s_start: s_ende + 1] + + if beobachtungsgruppe == "R": + aufgeteilt_R = Q_ext[z_start: z_ende + 1, s_start: s_ende + 1] + + if beobachtungsgruppe == "ZW": + aufgeteilt_ZW = Q_ext[z_start: z_ende + 1, s_start: s_ende + 1] + + if beobachtungsgruppe == "gnss": + aufgeteilt_gnss = Q_ext[z_start: z_ende + 1, s_start: s_ende + 1] + + if beobachtungsgruppe == "niv": + aufgeteilt_niv = Q_ext[z_start: z_ende + 1, s_start: s_ende + 1] + + if beobachtungsgruppe == "lA": + aufgeteilt_lA = Q_ext[z_start: z_ende + 1, s_start: s_ende + 1] + + aufgeteilt_SD_invertiert = Stochastisches_Modell.StochastischesModell.berechne_P(aufgeteilt_SD) + aufgeteilt_R_invertiert = Stochastisches_Modell.StochastischesModell.berechne_P(aufgeteilt_R) + aufgeteilt_ZW_invertiert = Stochastisches_Modell.StochastischesModell.berechne_P(aufgeteilt_ZW) + aufgeteilt_gnss_invertiert = Stochastisches_Modell.StochastischesModell.berechne_P(aufgeteilt_gnss) + aufgeteilt_niv_invertiert = Stochastisches_Modell.StochastischesModell.berechne_P(aufgeteilt_niv) + aufgeteilt_lA_invertiert = Stochastisches_Modell.StochastischesModell.berechne_P(aufgeteilt_lA) + + def Z(A, B): + return np.zeros((A.shape[0], B.shape[0])) + + P = np.block([ + [aufgeteilt_SD_invertiert, Z(aufgeteilt_SD_invertiert, aufgeteilt_R_invertiert), + Z(aufgeteilt_SD_invertiert, aufgeteilt_ZW_invertiert), + Z(aufgeteilt_SD_invertiert, aufgeteilt_gnss_invertiert), + Z(aufgeteilt_SD_invertiert, aufgeteilt_niv_invertiert), + Z(aufgeteilt_SD_invertiert, aufgeteilt_lA_invertiert)], + [Z(aufgeteilt_R_invertiert, aufgeteilt_SD_invertiert), aufgeteilt_R_invertiert, + Z(aufgeteilt_R_invertiert, aufgeteilt_ZW_invertiert), + Z(aufgeteilt_R_invertiert, aufgeteilt_gnss_invertiert), + Z(aufgeteilt_R_invertiert, aufgeteilt_niv_invertiert), + Z(aufgeteilt_R_invertiert, aufgeteilt_lA_invertiert)], + [Z(aufgeteilt_ZW_invertiert, aufgeteilt_SD_invertiert), + Z(aufgeteilt_ZW_invertiert, aufgeteilt_R_invertiert), aufgeteilt_ZW_invertiert, + Z(aufgeteilt_ZW_invertiert, aufgeteilt_gnss_invertiert), + Z(aufgeteilt_ZW_invertiert, aufgeteilt_niv_invertiert), + Z(aufgeteilt_ZW_invertiert, aufgeteilt_lA_invertiert)], + [Z(aufgeteilt_gnss_invertiert, aufgeteilt_SD_invertiert), + Z(aufgeteilt_gnss_invertiert, aufgeteilt_R_invertiert), + Z(aufgeteilt_gnss_invertiert, aufgeteilt_ZW_invertiert), aufgeteilt_gnss_invertiert, + Z(aufgeteilt_gnss_invertiert, aufgeteilt_niv_invertiert), + Z(aufgeteilt_gnss_invertiert, aufgeteilt_lA_invertiert)], + [Z(aufgeteilt_niv_invertiert, aufgeteilt_SD_invertiert), + Z(aufgeteilt_niv_invertiert, aufgeteilt_R_invertiert), + Z(aufgeteilt_niv_invertiert, aufgeteilt_ZW_invertiert), + Z(aufgeteilt_niv_invertiert, aufgeteilt_gnss_invertiert), aufgeteilt_niv_invertiert, + Z(aufgeteilt_niv_invertiert, aufgeteilt_lA_invertiert)], + [Z(aufgeteilt_lA_invertiert, aufgeteilt_SD_invertiert), + Z(aufgeteilt_lA_invertiert, aufgeteilt_R_invertiert), + Z(aufgeteilt_lA_invertiert, aufgeteilt_ZW_invertiert), + Z(aufgeteilt_lA_invertiert, aufgeteilt_gnss_invertiert), + Z(aufgeteilt_lA_invertiert, aufgeteilt_niv_invertiert), aufgeteilt_lA_invertiert] + ]) + + # print(aufgeteilt) + # print(beobachtungsgruppe, indizes) + # Export.matrix_to_csv( + # fr"Zwischenergebnisse\_{beobachtungsgruppe}.csv", + # [""], + # labels, + # aufgeteilt, + # f"{beobachtungsgruppe}" + # ) + + return Q_ext, P + + @staticmethod + def indizes_beobachtungsvektor_nach_beobachtungsgruppe(Jacobimatrix_symbolisch_liste_beobachtungsvektor): + liste_strecken_indizes = [] + liste_richtungen_indizes = [] + liste_zenitwinkel_indizes = [] + liste_gnss_indizes = [] + liste_nivellement_indizes = [] + liste_anschlusspunkte_indizes = [] + + dict_beobachtungsgruppen_indizes = {} + + for beobachtung in Jacobimatrix_symbolisch_liste_beobachtungsvektor: + if beobachtung.split("_")[1] == "SD": + index = Jacobimatrix_symbolisch_liste_beobachtungsvektor.index(beobachtung) + liste_strecken_indizes.append(index) + if beobachtung.split("_")[1] == "R": + index = Jacobimatrix_symbolisch_liste_beobachtungsvektor.index(beobachtung) + liste_richtungen_indizes.append(index) + if beobachtung.split("_")[1] == "ZW": + index = Jacobimatrix_symbolisch_liste_beobachtungsvektor.index(beobachtung) + liste_zenitwinkel_indizes.append(index) + if beobachtung.split("_")[1] == "gnssbx" or beobachtung.split("_")[1] == "gnssby" or beobachtung.split("_")[ + 1] == "gnssbz": + index = Jacobimatrix_symbolisch_liste_beobachtungsvektor.index(beobachtung) + liste_gnss_indizes.append(index) + if beobachtung.split("_")[1] == "niv": + index = Jacobimatrix_symbolisch_liste_beobachtungsvektor.index(beobachtung) + liste_nivellement_indizes.append(index) + if beobachtung.split("_")[0] == "lA": + index = Jacobimatrix_symbolisch_liste_beobachtungsvektor.index(beobachtung) + liste_anschlusspunkte_indizes.append(index) + + dict_beobachtungsgruppen_indizes["SD"] = min(liste_strecken_indizes), max(liste_strecken_indizes) + dict_beobachtungsgruppen_indizes["R"] = min(liste_richtungen_indizes), max(liste_richtungen_indizes) + dict_beobachtungsgruppen_indizes["ZW"] = min(liste_zenitwinkel_indizes), max(liste_zenitwinkel_indizes) + dict_beobachtungsgruppen_indizes["gnss"] = min(liste_gnss_indizes), max(liste_gnss_indizes) + dict_beobachtungsgruppen_indizes["niv"] = min(liste_nivellement_indizes), max(liste_nivellement_indizes) + dict_beobachtungsgruppen_indizes["lA"] = min(liste_anschlusspunkte_indizes), max(liste_anschlusspunkte_indizes) + + return dict_beobachtungsgruppen_indizes @staticmethod @@ -20,8 +155,13 @@ class Datumsfestlegung: names = [str(s).strip() for s in unbekannten_liste] return names, {n: i for i, n in enumerate(names)} - - def build_G_from_names(x0, unbekannten_liste, liste_punktnummern, mit_massstab=True): + @staticmethod + def build_G_from_names(x0, unbekannten_liste, liste_punktnummern=None, mit_massstab=True): + """ + Baut G (u x d) in den vollen Unbekanntenraum. + Wenn liste_punktnummern=None, werden alle Punkt-IDs aus unbekannten_liste + über X*/Y*/Z* automatisch bestimmt. + """ x0 = np.asarray(x0, float).reshape(-1) names, idx = Datumsfestlegung.make_index(unbekannten_liste) @@ -29,11 +169,18 @@ class Datumsfestlegung: d = 7 if mit_massstab else 6 G = np.zeros((u, d), dtype=float) + # --- Punktliste automatisch, falls nicht gegeben --- + if liste_punktnummern is None: + pids = set() + for n in names: + if len(n) >= 2 and n[0].upper() in ("X", "Y", "Z"): + pids.add(n[1:]) # alles nach X/Y/Z + liste_punktnummern = sorted(pids) + for pid in liste_punktnummern: sx, sy, sz = f"X{pid}", f"Y{pid}", f"Z{pid}" if sx not in idx or sy not in idx or sz not in idx: - # Punkt nicht als voller XYZ-Unbekannter vorhanden -> skip - continue + continue # Punkt nicht vollständig als XYZ-Unbekannte vorhanden ix, iy, iz = idx[sx], idx[sy], idx[sz] xi, yi, zi = x0[ix], x0[iy], x0[iz] @@ -45,17 +192,21 @@ class Datumsfestlegung: # Rotationen (δr = ω × r) # Rx: δY=-Z, δZ=+Y - G[iy, 3] = -zi; G[iz, 3] = yi + G[iy, 3] = -zi + G[iz, 3] = yi # Ry: δX=+Z, δZ=-X - G[ix, 4] = zi; G[iz, 4] = -xi + G[ix, 4] = zi + G[iz, 4] = -xi # Rz: δX=-Y, δY=+X - G[ix, 5] = -yi; G[iy, 5] = xi + G[ix, 5] = -yi + G[iy, 5] = xi # Maßstab if mit_massstab: G[ix, 6] = xi G[iy, 6] = yi G[iz, 6] = zi + return G @@ -84,7 +235,11 @@ class Datumsfestlegung: return E - def berechne_dx_geraendert(N, n, G): + def loese_geraendert_mit_Qxx(N, n, G): + """ + löst [N G; G^T 0] [dx;k] = [n;0] + und liefert zusätzlich Q_xx als oberen linken Block von inv(K). + """ N = np.asarray(N, float) n = np.asarray(n, float).reshape(-1, 1) G = np.asarray(G, float) @@ -98,7 +253,10 @@ class Datumsfestlegung: ]) rhs = np.vstack([n, np.zeros((d, 1))]) - sol = np.linalg.solve(K, rhs) + K_inv = np.linalg.inv(K) + sol = K_inv @ rhs + dx = sol[:u] - k = sol[u:] - return dx, k \ No newline at end of file + k = sol[u:] + Q_xx = K_inv[:u, :u] + return dx, k, Q_xx \ No newline at end of file diff --git a/Export.py b/Export.py index 36fc21d..421fb73 100644 --- a/Export.py +++ b/Export.py @@ -123,6 +123,12 @@ class Export:

3. Konfidenzellipsen

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

3. Koordinaten Geozentrisch Kartesisch

+ {ergebnisse['df_koordinaten_geozentrisch_kartesisch'].to_html(index=True)} + +

3. Koordinaten UTM

+ {ergebnisse['df_koordinaten_utm'].to_html(index=True)}
Erstellt automatisch am {datetime.now().strftime('%d.%m.%Y um %H:%M:%S')} diff --git a/Funktionales_Modell.py b/Funktionales_Modell.py index fe1aadf..75cbf59 100644 --- a/Funktionales_Modell.py +++ b/Funktionales_Modell.py @@ -912,3 +912,4 @@ class FunktionalesModell: dict_O[orientierungs_id] = float(unbekanntenvektor_numerisch[i, 0]) return dict_O + diff --git a/Import.py b/Import.py index 4d2d6ad..80aa6e0 100644 --- a/Import.py +++ b/Import.py @@ -1019,7 +1019,7 @@ class Import: con.close() return "Import der Koordinaten aus stationärem GNSS abgeschlossen." - def import_basislinien_gnss(self, pfad_datei: str) -> None: + def import_basislinien_gnss(self, pfad_datei: str, instrumentenID: int) -> None: Import_fortsetzen = True # Prüfen, ob Bereits Daten aus der Datei in der Datenbank vorhanden sind @@ -1028,13 +1028,23 @@ class Import: liste_dateinamen_in_db = [r[0] for r in cursor.execute( "SELECT DISTINCT dateiname FROM Beobachtungen" ).fetchall()] - con.close() - cursor.close + if pfad_datei in liste_dateinamen_in_db: Import_fortsetzen = False + liste_instrumentenid = [r[0] for r in cursor.execute("SELECT instrumenteID FROM Instrumente").fetchall()] + con.close() + cursor.close + if instrumentenID not in liste_instrumentenid: + Import_fortsetzen = False + print( + "Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") + + + if Import_fortsetzen: + liste_basilinien = [] tupel_basislinie = () with (open(pfad_datei, "r", encoding="utf-8") as txt): @@ -1063,8 +1073,8 @@ class Import: cursor = con.cursor() for basislinie in liste_basilinien: cursor.execute( - "INSERT INTO Beobachtungen (punktnummer_sp, punktnummer_zp, gnss_bx, gnss_by, gnss_bz, gnss_s0, gnss_cxx, gnss_cxy, gnss_cxz, gnss_cyy, gnss_cyz, gnss_czz, dateiname) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)", - (basislinie[0], basislinie[1], float(basislinie[2]), float(basislinie[3]), float(basislinie[4]), float(basislinie[5]), float(basislinie[6]), float(basislinie[7]), float(basislinie[8]), float(basislinie[9]), float(basislinie[10]), float(basislinie[11]), pfad_datei)) + "INSERT INTO Beobachtungen (punktnummer_sp, punktnummer_zp, gnss_bx, gnss_by, gnss_bz, gnss_s0, gnss_cxx, gnss_cxy, gnss_cxz, gnss_cyy, gnss_cyz, gnss_czz, dateiname, instrumenteID) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)", + (basislinie[0], basislinie[1], float(basislinie[2]), float(basislinie[3]), float(basislinie[4]), float(basislinie[5]), float(basislinie[6]), float(basislinie[7]), float(basislinie[8]), float(basislinie[9]), float(basislinie[10]), float(basislinie[11]), pfad_datei, instrumentenID)) con.commit() cursor.close() con.close() diff --git a/Netzqualität_Genauigkeit.py b/Netzqualität_Genauigkeit.py index b499222..42eb28b 100644 --- a/Netzqualität_Genauigkeit.py +++ b/Netzqualität_Genauigkeit.py @@ -2,6 +2,7 @@ import numpy as np import plotly.graph_objects as go from scipy.stats import f import pandas as pd +import Berechnungen class Genauigkeitsmaße: @@ -196,6 +197,159 @@ class Genauigkeitsmaße: + @staticmethod + def konfidenzellipsoid(Qxx, s0_apost, unbekannten_liste, R, alpha, skala="f", return_2d_schnitte=True): + + Qxx = np.asarray(Qxx, float) + namen_str = [str(sym) for sym in unbekannten_liste] + punkt_ids = sorted({n[1:] for n in namen_str if n and n[0].upper() in ("X", "Y", "Z")}) + + # Skalierungsfaktor für Konfidenzbereich + if skala.lower() == "f": + k2_3d = f.ppf(1.0 - alpha, df=3) + elif skala.lower() == "f": + k2_3d = 3.0 * f.ppf(1.0 - alpha, dfn=3, dfd=R) + else: + raise ValueError("skala muss 'chi2' oder 'f' sein.") + + daten = [] + + for pid in punkt_ids: + try: + idx_x = next(i for i, n in enumerate(namen_str) if n.upper() == f"X{pid}".upper()) + idx_y = next(i for i, n in enumerate(namen_str) if n.upper() == f"Y{pid}".upper()) + idx_z = next(i for i, n in enumerate(namen_str) if n.upper() == f"Z{pid}".upper()) + except StopIteration: + continue + + # 3x3-Block aus Qxx ziehen + I = [idx_x, idx_y, idx_z] + Qp = Qxx[np.ix_(I, I)] + + # Kovarianzmatrix (Sigma) des Punkts + Sigma = (s0_apost ** 2) * Qp + + # Standardabweichungen + sx = float(np.sqrt(Sigma[0, 0])) + sy = float(np.sqrt(Sigma[1, 1])) + sz = float(np.sqrt(Sigma[2, 2])) + + # Kovarianzen + sxy = float(Sigma[0, 1]) + sxz = float(Sigma[0, 2]) + syz = float(Sigma[1, 2]) + + # Eigenzerlegung (symmetrisch -> eigh) + evals, evecs = np.linalg.eigh(Sigma) + order = np.argsort(evals)[::-1] + evals = evals[order] + evecs = evecs[:, order] + + # Numerische Sicherheit: negative Mini-Eigenwerte durch Rundung abklemmen + evals = np.clip(evals, 0.0, None) + + # Halbachsen des Konfidenzellipsoids: + A, B, C = (np.sqrt(evals * k2_3d)).tolist() + + row = { + "Punkt": pid, + "σx": sx, "σy": sy, "σz": sz, + "σxy": sxy, "σxz": sxz, "σyz": syz, + "A_K": float(A), "B_K": float(B), "C_K": float(C), + # Orientierung als Spaltenvektoren (Eigenvektoren) + "evec_1": evecs[:, 0].tolist(), + "evec_2": evecs[:, 1].tolist(), + "evec_3": evecs[:, 2].tolist(), + "skala_k2": float(k2_3d), + "skala_typ": skala.lower() + } + + # Optional: 2D-Schnitte (XY, XZ, YZ) als Ellipsenparameter + if return_2d_schnitte: + row.update(Genauigkeitsmaße.ellipsen_schnitt_2d(Sigma, alpha, R, skala)) + + daten.append(row) + + return pd.DataFrame(daten) + + + + @staticmethod + def ellipsen_schnitt_2d(Sigma3, alpha, R, skala): + def ellipse_from_2x2(S2): + # Skalierung für 2D + if skala.lower() == "f": + k2 = f.ppf(1.0 - alpha, df=2) + else: + k2 = 2.0 * f.ppf(1.0 - alpha, dfn=2, dfd=R) + + evals, evecs = np.linalg.eigh(S2) + order = np.argsort(evals)[::-1] + evals = np.clip(evals[order], 0.0, None) + evecs = evecs[:, order] + + a, b = np.sqrt(evals * k2) + + # Winkel der Hauptachse (zu a) in der Ebene: atan2(vy, vx) + vx, vy = evecs[0, 0], evecs[1, 0] + theta_rad = np.arctan2(vy, vx) + theta_gon = float(theta_rad * (200.0 / np.pi)) % 200.0 + + return float(a), float(b), theta_gon + + # Submatrizen + S_xy = Sigma3[np.ix_([0, 1], [0, 1])] + S_xz = Sigma3[np.ix_([0, 2], [0, 2])] + S_yz = Sigma3[np.ix_([1, 2], [1, 2])] + + axy, bxy, txy = ellipse_from_2x2(S_xy) + axz, bxz, txz = ellipse_from_2x2(S_xz) + ayz, byz, tyz = ellipse_from_2x2(S_yz) + + return { + "aXY": axy, "bXY": bxy, "θXY [gon]": txy, + "aXZ": axz, "bXZ": bxz, "θXZ [gon]": txz, + "aYZ": ayz, "bYZ": byz, "θYZ [gon]": tyz, + } + + + + @staticmethod + def transform_q_with_your_functions(q_xyz, B, L): + # East + r11 = Berechnungen.E(L, 1, 0) + r12 = Berechnungen.E(L, 0, 1) + r13 = 0 + + # North + r21 = Berechnungen.N(B, L, 1, 0, 0) + r22 = Berechnungen.N(B, L, 0, 1, 0) + r23 = Berechnungen.N(B, L, 0, 0, 1) + + # Up + r31 = Berechnungen.U(B, L, 1, 0, 0) + r32 = Berechnungen.U(B, L, 0, 1, 0) + r33 = Berechnungen.U(B, L, 0, 0, 1) + + R = np.array([ + [r11, r12, r13], + [r21, r22, r23], + [r31, r32, r33] + ]) + + q_enu = R @ q_xyz @ R.T + return q_enu + + + + + + + + + + + def plot_netz_komplett_final(x_vektor, unbekannten_labels, beobachtungs_labels, Qxx, sigma0_apost, k_faktor=2.447, v_faktor=1000): """ diff --git a/Netzqualität_Zuverlässigkeit.py b/Netzqualität_Zuverlässigkeit.py index 73005c9..4c3ccb7 100644 --- a/Netzqualität_Zuverlässigkeit.py +++ b/Netzqualität_Zuverlässigkeit.py @@ -116,7 +116,103 @@ class Zuverlaessigkeit: return Lokaltest_innere_Zuv - def aeussere_zuverlaessigkeit_EF_EP1(Lokaltest, labels, Qxx, A, P, s0_apost, unbekannten_liste, x): + + def aeussere_zuverlaessigkeit_EF_EP_stabil(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() + GRZW = df["GRZW_i"].astype(float).to_numpy() + n = A.shape[0] + + # Namen als Strings für die Suche + namen_str = [str(sym) for sym in unbekannten_liste] + + # 1) Einflussfaktor EF berechnen + EF = np.zeros(n, dtype=float) + for i in range(n): + nabla_l = np.zeros((n, 1)) + nabla_l[i, 0] = GRZW[i] + nabla_x = Qxx @ (A.T @ (P @ nabla_l)) + Qxx_inv_nabla_x = np.linalg.solve(Qxx, nabla_x) + EF2 = ((nabla_x.T @ Qxx_inv_nabla_x) / (float(s0_apost) ** 2)).item() + EF[i] = np.sqrt(max(0, EF2)) + + # 2) Koordinaten-Dict + coords = {} + punkt_ids = [n[1:] for n in namen_str if n.upper().startswith("X")] + + for pid in punkt_ids: + try: + ix = namen_str.index(f"X{pid}") + iy = namen_str.index(f"Y{pid}") + iz = namen_str.index(f"Z{pid}") + + coords[pid] = (x[ix], x[iy], x[iz] if iz is not None else 0.0) + except: + continue + + # 3) 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, zp = None, None + + if any(k in lbl for k in ["_SD_", "_R_", "_ZW_"]): + if len(parts) >= 5: sp, zp = parts[3].strip(), parts[4].strip() + elif "gnss" in lbl.lower(): + sp, zp = parts[-2].strip(), parts[-1].strip() + elif "niv" in lbl.lower(): + if len(parts) >= 4: + sp = parts[3].strip() + else: + sp = parts[-1].strip() + + standpunkte[i] = sp if sp is not None else "" + + # SD, GNSS, Niv: direkt Wegfehler + if "_SD_" in lbl or "gnss" in lbl.lower() or "niv" in lbl.lower(): + EP_m[i] = (1.0 - ri[i]) * GF[i] + # Winkel: Streckenäquivalent + elif "_R_" in lbl or "_ZW_" in lbl: + if sp in coords and zp in coords: + X1, Y1, _ = coords[sp] + X2, Y2, _ = coords[zp] + s = np.sqrt((X2 - X1) ** 2 + (Y2 - Y1) ** 2) + EP_m[i] = (1.0 - ri[i]) * (GF[i] * s) + + # 4) SP am Standpunkt (2D oder 1D) + diagQ = np.diag(Qxx) + SP_cache_mm = {} + for sp in set([s for s in standpunkte if s]): + try: + ix = namen_str.index(f"X{sp}") + iy = namen_str.index(f"Y{sp}") + SP_cache_mm[sp] = float(s0_apost) * np.sqrt(diagQ[ix] + diagQ[iy]) * 1000.0 + except ValueError: + # Falls keine Lage, prüfe Höhe (Nivellement) + try: + iz = namen_str.index(f"Z{sp}") + SP_cache_mm[sp] = float(s0_apost) * np.sqrt(diagQ[iz]) * 1000.0 + except ValueError: + SP_cache_mm[sp] = 0.0 + + SP_mm = np.array([SP_cache_mm.get(sp, np.nan) for sp in standpunkte], dtype=float) + + return 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 + }) + + + + 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) @@ -216,99 +312,4 @@ class Zuverlaessigkeit: "SP [mm]": SP_mm, "EF*SP [mm]": EF * SP_mm, }) - return out - - - def aeussere_zuverlaessigkeit_EF_EP_stabil(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() - GRZW = df["GRZW_i"].astype(float).to_numpy() - n = A.shape[0] - - # Namen als Strings für die Suche - namen_str = [str(sym) for sym in unbekannten_liste] - - # 1) Einflussfaktor EF berechnen - EF = np.zeros(n, dtype=float) - for i in range(n): - nabla_l = np.zeros((n, 1)) - nabla_l[i, 0] = GRZW[i] - nabla_x = Qxx @ (A.T @ (P @ nabla_l)) - Qxx_inv_nabla_x = np.linalg.solve(Qxx, nabla_x) - EF2 = ((nabla_x.T @ Qxx_inv_nabla_x) / (float(s0_apost) ** 2)).item() - EF[i] = np.sqrt(max(0, EF2)) - - # 2) Koordinaten-Dict - coords = {} - punkt_ids = [n[1:] for n in namen_str if n.upper().startswith("X")] - - for pid in punkt_ids: - try: - ix = namen_str.index(f"X{pid}") - iy = namen_str.index(f"Y{pid}") - iz = namen_str.index(f"Z{pid}") - - coords[pid] = (x[ix], x[iy], x[iz] if iz is not None else 0.0) - except: - continue - - # 3) 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, zp = None, None - - if any(k in lbl for k in ["_SD_", "_R_", "_ZW_"]): - if len(parts) >= 5: sp, zp = parts[3].strip(), parts[4].strip() - elif "gnss" in lbl.lower(): - sp, zp = parts[-2].strip(), parts[-1].strip() - elif "niv" in lbl.lower(): - if len(parts) >= 4: - sp = parts[3].strip() - else: - sp = parts[-1].strip() - - standpunkte[i] = sp if sp is not None else "" - one_minus_r = (1.0 - ri[i]) - - # SD, GNSS, Niv: direkt Wegfehler - if "_SD_" in lbl or "gnss" in lbl.lower() or "niv" in lbl.lower(): - EP_m[i] = one_minus_r * GF[i] - # Winkel: Streckenäquivalent - elif "_R_" in lbl or "_ZW_" in lbl: - if sp in coords and zp in coords: - X1, Y1, _ = coords[sp] - X2, Y2, _ = coords[zp] - s = np.sqrt((X2 - X1) ** 2 + (Y2 - Y1) ** 2) - EP_m[i] = one_minus_r * (GF[i] * s) - - # 4) SP am Standpunkt (2D oder 1D) - diagQ = np.diag(Qxx) - SP_cache_mm = {} - for sp in set([s for s in standpunkte if s]): - try: - ix = namen_str.index(f"X{sp}") - iy = namen_str.index(f"Y{sp}") - SP_cache_mm[sp] = float(s0_apost) * np.sqrt(diagQ[ix] + diagQ[iy]) * 1000.0 - except ValueError: - # Falls keine Lage, prüfe Höhe (Nivellement) - try: - iz = namen_str.index(f"Z{sp}") - SP_cache_mm[sp] = float(s0_apost) * np.sqrt(diagQ[iz]) * 1000.0 - except ValueError: - SP_cache_mm[sp] = 0.0 - - SP_mm = np.array([SP_cache_mm.get(sp, np.nan) for sp in standpunkte], dtype=float) - - return 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 - }) \ No newline at end of file + return out \ No newline at end of file diff --git a/Parameterschaetzung.py b/Parameterschaetzung.py index bbb0c96..1931b46 100644 --- a/Parameterschaetzung.py +++ b/Parameterschaetzung.py @@ -1,18 +1,18 @@ from Stochastisches_Modell import StochastischesModell from Netzqualität_Genauigkeit import Genauigkeitsmaße from Datumsfestlegung import Datumsfestlegung -import sympy as sp import numpy as np import Export -def ausgleichung_global(A, dl, Q_ext): +def ausgleichung_global(A, dl, Q_ext, P): A=np.asarray(A, float) dl = np.asarray(dl, float).reshape(-1, 1) Q_ext = np.asarray(Q_ext, float) + P = np.asarray(P, float) # 1) Gewichtsmatrix P - P = StochastischesModell.berechne_P(Q_ext) + #P = Q_ext # 2) Normalgleichungsmatrix N und Absolutgliedvektor n N = A.T @ P @ A @@ -48,7 +48,7 @@ def ausgleichung_global(A, dl, Q_ext): -def ausgleichung_lokal(A, dl, Q_ll): +def ausgleichung_lokal1(A, dl, Q_ll): A = np.asarray(A, dtype=float) dl = np.asarray(dl, dtype=float).reshape(-1, 1) Q_ll = np.asarray(Q_ll, dtype=float) @@ -93,4 +93,175 @@ def ausgleichung_lokal(A, dl, Q_ll): "Q_vv": Q_vv, "Q_ll": Q_ll, } - return dict_ausgleichung, dx \ No newline at end of file + return dict_ausgleichung, dx + + + +def ausgleichung_lokal( + A, dl, Q_ll, + *, + datumfestlegung="hart", + x0=None, + unbekannten_liste=None, + liste_punktnummern=None, + datenbank=None, + mit_massstab=True +): + A = np.asarray(A, float) + dl = np.asarray(dl, float).reshape(-1, 1) + Q_ll = np.asarray(Q_ll, float) + + # 1) Gewichtsmatrix + P = np.linalg.inv(Q_ll) + + # 2) Normalgleichungen + N = A.T @ P @ A + n = A.T @ P @ dl + u = N.shape[0] + + # 3) Datumsfestlegung + if datumfestlegung == "weiche Lagerung": + # hier wurde Q_ll bereits extern erweitert → ganz normal lösen + dx = np.linalg.solve(N, n) + + elif datumfestlegung == "gesamtspur": + if x0 is None or unbekannten_liste is None or liste_punktnummern is None: + raise ValueError("gesamtspur benötigt x0, unbekannten_liste, liste_punktnummern") + + G = Datumsfestlegung.build_G_from_names( + x0, + unbekannten_liste, + liste_punktnummern, + mit_massstab=mit_massstab + ) + dx, k = Datumsfestlegung.berechne_dx_geraendert(N, n, G) + + elif datumfestlegung == "teilspur": + if x0 is None or unbekannten_liste is None or liste_punktnummern is None or datenbank is None: + raise ValueError("teilspur benötigt x0, unbekannten_liste, liste_punktnummern, datenbank") + + # G über alle Punkte + G = Datumsfestlegung.build_G_from_names( + x0, + unbekannten_liste, + liste_punktnummern, + mit_massstab=mit_massstab + ) + + # Auswahl aus DB + liste_datumskoordinaten = datenbank.get_datumskoordinate() + if not liste_datumskoordinaten: + raise ValueError("Teilspur gewählt, aber keine Datumskoordinaten in der DB gesetzt.") + + aktive = Datumsfestlegung.aktive_indices_from_selection( + [(s[1:], s[0]) for s in liste_datumskoordinaten], + unbekannten_liste + ) + + E = Datumsfestlegung.auswahlmatrix_E(u, aktive) + Gi = E @ G + + dx, k = Datumsfestlegung.berechne_dx_geraendert(N, n, Gi) + + else: + raise ValueError(f"Unbekannte Datumsfestlegung: {datumfestlegung}") + + # 4) Residuen + v = dl - A @ dx + + # 5) Kofaktormatrix der Unbekannten + Q_xx = StochastischesModell.berechne_Q_xx(N) + + # 6) Kofaktormatrix der Beobachtungen + Q_ll_dach = StochastischesModell.berechne_Q_ll_dach(A, Q_xx) + + # 7) Kofaktormatrix der Verbesserungen + Q_vv = StochastischesModell.berechne_Qvv(Q_ll, Q_ll_dach) + + dict_ausgleichung = { + "dx": dx, + "v": v, + "P": P, + "N": N, + "Q_xx": Q_xx, + "Q_ll_dach": Q_ll_dach, + "Q_vv": Q_vv, + "Q_ll": Q_ll, + } + + return dict_ausgleichung, dx + + +def ausgleichung_spurminimierung(A, dl, Q_ll, *, datumfestlegung, x0, unbekannten_liste, datenbank=None, mit_massstab=True): + """ + Freie Ausgleichung mit Gesamtspur- oder Teilspurminimierung. + Rückgabe-Layout wie ausgleichung_global. + """ + A = np.asarray(A, float) + dl = np.asarray(dl, float).reshape(-1, 1) + Q_ll = np.asarray(Q_ll, float) + + # 1) Gewichtsmatrix P + P = StochastischesModell.berechne_P(Q_ll) + + # 2) Normalgleichungen + N = A.T @ P @ A + n = A.T @ P @ dl + + # 3) G über ALLE Punkte aus unbekannten_liste (automatisch) + G = Datumsfestlegung.build_G_from_names( + x0=x0, + unbekannten_liste=unbekannten_liste, + liste_punktnummern=None, # <- wichtig: auto + mit_massstab=mit_massstab + ) + + # 4) Gesamtspur / Teilspur + if datumfestlegung == "gesamtspur": + Gi = G + k = None # wird unten überschrieben + + elif datumfestlegung == "teilspur": + if datenbank is None: + raise ValueError("teilspur benötigt datenbank mit get_datumskoordinate()") + liste_datumskoordinaten = datenbank.get_datumskoordinate() + if not liste_datumskoordinaten: + raise ValueError("Teilspur gewählt, aber keine Datumskoordinaten in der DB gesetzt.") + + # ["X10034","Y10034"] -> [("10034","X"),("10034","Y")] + auswahl = [(s[1:], s[0]) for s in liste_datumskoordinaten] + aktive = Datumsfestlegung.aktive_indices_from_selection(auswahl, unbekannten_liste) + + E = Datumsfestlegung.auswahlmatrix_E(N.shape[0], aktive) + Gi = E @ G + + else: + raise ValueError("datumfestlegung muss 'gesamtspur' oder 'teilspur' sein") + + # 5) Lösung per Ränderung + korrektes Q_xx + dx, k, Q_xx = Datumsfestlegung.loese_geraendert_mit_Qxx(N, n, Gi) + + # 6) Residuen (wie bei dir) + v = A @ dx - dl + + # 7) Kofaktormatrix der Beobachtungen + Q_ll_dach = StochastischesModell.berechne_Q_ll_dach(A, Q_xx) + + # 8) Kofaktormatrix der Verbesserungen + Q_vv = StochastischesModell.berechne_Qvv(Q_ll, Q_ll_dach) + + dict_ausgleichung = { + "dx": dx, + "v": v, + "P": P, + "N": N, + "n": n, + "k": k, + "Q_xx": Q_xx, + "Q_ll_dach": Q_ll_dach, + "Q_vv": Q_vv, + "Q_ll": Q_ll, + "datumfestlegung": datumfestlegung, + } + return dict_ausgleichung, dx + diff --git a/Stochastisches_Modell.py b/Stochastisches_Modell.py index 5c08c84..e6ab0a8 100644 --- a/Stochastisches_Modell.py +++ b/Stochastisches_Modell.py @@ -83,9 +83,11 @@ class StochastischesModell: for i, beobachtung_symbolisch_i in enumerate(liste_beobachtungen_symbolisch): aufgeteilt_i = beobachtung_symbolisch_i.split("_") + beobachtungenID_i = int(aufgeteilt_i[0]) + instrumenteID_i = dict_beobachtungenID_instrumenteID[beobachtungenID_i] + if aufgeteilt_i[1] == "SD" or aufgeteilt_i[1] == "R" or aufgeteilt_i[1] == "ZW": - beobachtungenID_i = int(aufgeteilt_i[0]) - instrumenteID_i = dict_beobachtungenID_instrumenteID[beobachtungenID_i] + beobachtungsart_i = str(aufgeteilt_i[1]) if beobachtungsart_i == "SD": @@ -96,7 +98,9 @@ class StochastischesModell: sigma = sp.sqrt(stabw_apriori_konstant ** 2 + (stabw_apriori_streckenprop * tachymeter_distanz / 1000000) ** 2) liste_standardabweichungen_symbole.append(sigma) - Qll[i, i] = sigma ** 2 + varianzkompontenschaetzung = sp.Symbol(f"varkomp_{instrumenteID_i}_Tachymeter_Streckenbeobachtungen") + + Qll[i, i] = (1 / varianzkompontenschaetzung) * (sigma ** 2) elif beobachtungsart_i == "R" or beobachtungsart_i == "ZW": stabw_apriori_konstant = sp.Symbol(f"stabw_apriori_konstant_{beobachtungsart_i}_{instrumenteID_i}") @@ -107,8 +111,14 @@ class StochastischesModell: sigma = sp.sqrt( stabw_apriori_konstant ** 2 + (stabw_apriori_konstant_distanz / tachymeter_distanz) ** 2) liste_standardabweichungen_symbole.append(sigma) + if beobachtungsart_i == "R": + varianzkompontenschaetzung = sp.Symbol( + f"varkomp_{instrumenteID_i}_Tachymeter_Richtungsbeobachtungen") + if beobachtungsart_i == "ZW": + varianzkompontenschaetzung = sp.Symbol( + f"varkomp_{instrumenteID_i}_Tachymeter_Zenitwinkelbeobachtungen") - Qll[i, i] = sigma ** 2 + Qll[i, i] = (1 / varianzkompontenschaetzung) * sigma ** 2 for j in range(i + 1, len(liste_beobachtungen_symbolisch)): beobachtung_symbolisch_j = liste_beobachtungen_symbolisch[j] @@ -119,14 +129,16 @@ class StochastischesModell: Qll[i, j] = 0 Qll[j, i] = 0 if aufgeteilt_i [1] == "gnssbx" or aufgeteilt_i[1] == "gnssby" or aufgeteilt_i[1] == "gnssbz": - beobachtungenID_i = int(aufgeteilt_i[0]) + #beobachtungenID_i = int(aufgeteilt_i[0]) beobachtungsart_i = str(aufgeteilt_i[1]) + varianzkompontenschaetzung = sp.Symbol( + f"varkomp_{instrumenteID_i}_GNSS-Rover_Basislinienbeobachtungen") if beobachtungsart_i == "gnssbx": cxx = sp.symbols(f"cxx_{beobachtungenID_i}") s0 = sp.symbols(f"s0_{beobachtungenID_i}") liste_standardabweichungen_symbole.append(cxx) - Qll[i, i] = cxx * (s0 ** 2) + Qll[i, i] = (1 / varianzkompontenschaetzung) * (cxx * (s0 ** 2)) cxy = sp.Symbol(f"cxy_{beobachtungenID_i}") s0 = sp.symbols(f"s0_{beobachtungenID_i}") @@ -135,8 +147,8 @@ class StochastischesModell: aufgeteilt_j = beobachtung_symbolisch_j.split("_") if int(aufgeteilt_j[0]) == beobachtungenID_i and aufgeteilt_j[1] == "gnssby": - Qll[i, j] = cxy * (s0 ** 2) - Qll[j, i] = cxy * (s0 ** 2) + Qll[i, j] = (1 / varianzkompontenschaetzung) * (cxy * (s0 ** 2)) + Qll[j, i] = (1 / varianzkompontenschaetzung) * (cxy * (s0 ** 2)) break cxz = sp.Symbol(f"cxz_{beobachtungenID_i}") @@ -146,15 +158,15 @@ class StochastischesModell: aufgeteilt_j = beobachtung_symbolisch_j.split("_") if int(aufgeteilt_j[0]) == beobachtungenID_i and aufgeteilt_j[1] == "gnssbz": - Qll[i, j] = cxz * (s0 ** 2) - Qll[j, i] = cxz * (s0 ** 2) + Qll[i, j] = (1 / varianzkompontenschaetzung) * (cxz * (s0 ** 2)) + Qll[j, i] = (1 / varianzkompontenschaetzung) * (cxz * (s0 ** 2)) break if beobachtungsart_i == "gnssby": cyy = sp.symbols(f"cyy_{beobachtungenID_i}") s0 = sp.symbols(f"s0_{beobachtungenID_i}") liste_standardabweichungen_symbole.append(cyy) - Qll[i, i] = cyy * (s0 ** 2) + Qll[i, i] = (1 / varianzkompontenschaetzung) * (cyy * (s0 ** 2)) cyz = sp.Symbol(f"cyz_{beobachtungenID_i}") s0 = sp.symbols(f"s0_{beobachtungenID_i}") @@ -163,21 +175,24 @@ class StochastischesModell: aufgeteilt_j = beobachtung_symbolisch_j.split("_") if int(aufgeteilt_j[0]) == beobachtungenID_i and aufgeteilt_j[1] == "gnssbz": - Qll[i, j] = cyz * (s0 ** 2) - Qll[j, i] = cyz * (s0 ** 2) + Qll[i, j] = (1 / varianzkompontenschaetzung) * (cyz * (s0 ** 2)) + Qll[j, i] = (1 / varianzkompontenschaetzung) * (cyz * (s0 ** 2)) break if beobachtungsart_i == "gnssbz": czz = sp.symbols(f"czz_{beobachtungenID_i}") s0 = sp.symbols(f"s0_{beobachtungenID_i}") liste_standardabweichungen_symbole.append(czz) - Qll[i, i] = czz * (s0 ** 2) + Qll[i, i] = (1 / varianzkompontenschaetzung) * (czz * (s0 ** 2)) if aufgeteilt_i[1] == "niv": - beobachtungenID_i = int(aufgeteilt_i[0]) - instrumenteID_i = dict_beobachtungenID_instrumenteID[beobachtungenID_i] + #beobachtungenID_i = int(aufgeteilt_i[0]) + #instrumenteID_i = dict_beobachtungenID_instrumenteID[beobachtungenID_i] beobachtungsart_i = str(aufgeteilt_i[1]) + varianzkompontenschaetzung = sp.Symbol( + f"varkomp_{instrumenteID_i}_Nivellier_Hoehendifferenzbeobachtungen") + stabw_apriori_konstant = sp.Symbol(f"stabw_apriori_konstant_{beobachtungsart_i}_{instrumenteID_i}") stabw_apriori_streckenprop = sp.Symbol(f"stabw_apriori_streckenprop_{beobachtungsart_i}_{instrumenteID_i}") nivellement_distanz = sp.Symbol(f"niv_distanz_{beobachtungenID_i}") @@ -186,7 +201,7 @@ class StochastischesModell: sigma = sp.sqrt(nivellement_anz_wechselpunkte * stabw_apriori_konstant ** 2 + stabw_apriori_streckenprop ** 2 * nivellement_distanz / 1000) liste_standardabweichungen_symbole.append(sigma) - Qll[i, i] = sigma ** 2 + Qll[i, i] = (1 / varianzkompontenschaetzung) * (sigma ** 2) Export.matrix_to_csv(r"Zwischenergebnisse\Qll_Symbolisch.csv", liste_beobachtungen_symbolisch, liste_beobachtungen_symbolisch, Qll, "Qll") return Qll @@ -203,6 +218,8 @@ class StochastischesModell: liste_beobachtungen_gnss = db_zugriff.get_beobachtungen_gnssbasislinien() liste_beobachtungen_nivellement = db_zugriff.get_beobachtungen_nivellement() + liste_varianzkomponenten = db_zugriff.get_varianzkomponentenschaetzung() + dict_beobachtungenID_distanz = {} for standpunkt, zielpunkt, beobachtungenID, beobachtungsgruppeID, tachymeter_richtung, tachymeter_zenitwinkel, tachymeter_distanz in liste_beobachtungen_tachymeter: dict_beobachtungenID_distanz[int(beobachtungenID)] = tachymeter_distanz @@ -225,6 +242,9 @@ class StochastischesModell: if stabw_apriori_konstant is not None: dict_konstante_sd[instrumenteID] = float(stabw_apriori_konstant) + for (varianzkomponenteID, instrumenteID, beobachtungsgruppe, varianz_varianzkomponentenschaetzung) in liste_varianzkomponenten: + substitutionen[sp.Symbol(f"varkomp_{instrumenteID}_{beobachtungsgruppe.strip()}")] = float(varianz_varianzkomponentenschaetzung) + for (instrumenteID, beobachtungsart), (stabw_apriori_konstant, stabw_apriori_streckenprop) in dict_genauigkeiten_neu.items(): @@ -347,12 +367,15 @@ class StochastischesModell: return Qll_numerisch - def QAA_symbolisch(self, liste_beobachtungen_symbolisch: list) -> np.Matrix: + def QAA_symbolisch(self, liste_beobachtungen_symbolisch: list, pfad_datenbank: str) -> 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_")] Qll = sp.zeros(len(liste_beobachtungen_symbolisch), len(liste_beobachtungen_symbolisch)) + db_zugriff = Datenbankzugriff(pfad_datenbank) + instrumente_id_anschlusspunkte = db_zugriff.get_instrument_liste("Anschlusspunkte")[0][0] + for i, beobachtung_symbolisch_i in enumerate(liste_beobachtungen_symbolisch): aufgeteilt_i = beobachtung_symbolisch_i.split("_") datumskoordinate = str(aufgeteilt_i[1]) @@ -362,7 +385,11 @@ class StochastischesModell: sigma = sp.Symbol(f"StabwAA_{datumskoordinate}") liste_standardabweichungen_symbole.append(sigma) - Qll[i, i] = sigma ** 2 + varianzkompontenschaetzung = sp.Symbol( + f"varkomp_{instrumente_id_anschlusspunkte}_Anschlusspunkte") + liste_standardabweichungen_symbole.append(varianzkompontenschaetzung) + + Qll[i, i] = (1 / varianzkompontenschaetzung) * sigma ** 2 Export.matrix_to_csv(r"Zwischenergebnisse\QAA_Symbolisch.csv", liste_beobachtungen_symbolisch, liste_beobachtungen_symbolisch, Qll, "Qll") return Qll @@ -374,11 +401,17 @@ class StochastischesModell: db_zugriff = Datenbankzugriff(pfad_datenbank) dict_stabwAA_vorinfo = db_zugriff.get_stabw_AA_Netzpunkte() + liste_varianzkomponenten = db_zugriff.get_varianzkomponentenschaetzung() + substitutionen = {} for koordinate, stabwAA in dict_stabwAA_vorinfo.items(): substitutionen[sp.Symbol(str(koordinate).strip())] = float(stabwAA) + for (varianzkomponenteID, instrumenteID, beobachtungsgruppe, + varianz_varianzkomponentenschaetzung) in liste_varianzkomponenten: + substitutionen[sp.Symbol(f"varkomp_{instrumenteID}_Anschlusspunkte")] = float(varianz_varianzkomponentenschaetzung) + if not hasattr(self, "func_QAA_numerisch"): self.func_QAA_numerisch = None if not hasattr(self, "liste_symbole_lambdify_QAA"):