2025-04-19 18:08:52,141 - INFO - Validation and Training Set Split Statistics 2025-04-19 18:08:52,141 - INFO - Timestamp: 2025-04-19 18:08:52 2025-04-19 18:08:52,141 - INFO - Validation set size: 1334 (8.08%) 2025-04-19 18:08:52,141 - INFO - Training set size: 15180 (91.92%) 2025-04-19 18:08:52,142 - INFO - Minimum Distance Statistics (km): 2025-04-19 18:08:52,142 - INFO - Mean: 4.8039 2025-04-19 18:08:52,142 - INFO - Median: 4.3625 2025-04-19 18:08:52,142 - INFO - Min: 0.4134 2025-04-19 18:08:52,142 - INFO - Max: 20.3992 2025-04-19 18:08:52,142 - INFO - Std: 2.9926 2025-04-19 18:08:52,142 - INFO - OC Distribution Statistics: 2025-04-19 18:08:52,142 - INFO - Validation Mean: 17.3464 2025-04-19 18:08:52,142 - INFO - Validation Std: 8.9071 2025-04-19 18:08:52,142 - INFO - Training Mean: 22.9820 2025-04-19 18:08:52,142 - INFO - Training Std: 20.2798 2025-04-19 18:08:52,142 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 18:08:52,142 - INFO - KS Statistic: 0.1572 2025-04-19 18:08:52,142 - INFO - P-value: 0.0000 2025-04-19 18:08:52,142 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 18:08:52,142 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 18:08:56,308 - INFO - Validation and Training Set Split Statistics 2025-04-19 18:08:56,308 - INFO - Timestamp: 2025-04-19 18:08:56 2025-04-19 18:08:56,309 - INFO - Validation set size: 1695 (10.26%) 2025-04-19 18:08:56,309 - INFO - Training set size: 14819 (89.74%) 2025-04-19 18:08:56,309 - INFO - Minimum Distance Statistics (km): 2025-04-19 18:08:56,309 - INFO - Mean: 4.7021 2025-04-19 18:08:56,309 - INFO - Median: 4.3064 2025-04-19 18:08:56,309 - INFO - Min: 0.0406 2025-04-19 18:08:56,309 - INFO - Max: 20.3992 2025-04-19 18:08:56,309 - INFO - Std: 2.9395 2025-04-19 18:08:56,309 - INFO - OC Distribution Statistics: 2025-04-19 18:08:56,309 - INFO - Validation Mean: 16.6693 2025-04-19 18:08:56,309 - INFO - Validation Std: 7.8770 2025-04-19 18:08:56,309 - INFO - Training Mean: 23.1968 2025-04-19 18:08:56,309 - INFO - Training Std: 20.4839 2025-04-19 18:08:56,309 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 18:08:56,309 - INFO - KS Statistic: 0.1890 2025-04-19 18:08:56,309 - INFO - P-value: 0.0000 2025-04-19 18:08:56,309 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 18:08:56,309 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 18:08:57,183 - INFO - Validation and Training Set Split Statistics 2025-04-19 18:08:57,183 - INFO - Timestamp: 2025-04-19 18:08:57 2025-04-19 18:08:57,183 - INFO - Validation set size: 1409 (8.53%) 2025-04-19 18:08:57,183 - INFO - Training set size: 15105 (91.47%) 2025-04-19 18:08:57,184 - INFO - Minimum Distance Statistics (km): 2025-04-19 18:08:57,184 - INFO - Mean: 4.8111 2025-04-19 18:08:57,184 - INFO - Median: 4.4604 2025-04-19 18:08:57,184 - INFO - Min: 0.0712 2025-04-19 18:08:57,184 - INFO - Max: 18.8528 2025-04-19 18:08:57,184 - INFO - Std: 2.6398 2025-04-19 18:08:57,184 - INFO - OC Distribution Statistics: 2025-04-19 18:08:57,184 - INFO - Validation Mean: 17.1966 2025-04-19 18:08:57,184 - INFO - Validation Std: 8.5294 2025-04-19 18:08:57,184 - INFO - Training Mean: 23.0240 2025-04-19 18:08:57,184 - INFO - Training Std: 20.3276 2025-04-19 18:08:57,184 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 18:08:57,184 - INFO - KS Statistic: 0.1582 2025-04-19 18:08:57,184 - INFO - P-value: 0.0000 2025-04-19 18:08:57,184 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 18:08:57,184 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 18:08:57,928 - INFO - Validation and Training Set Split Statistics 2025-04-19 18:08:57,929 - INFO - Timestamp: 2025-04-19 18:08:57 2025-04-19 18:08:57,929 - INFO - Validation set size: 1561 (9.45%) 2025-04-19 18:08:57,929 - INFO - Training set size: 14953 (90.55%) 2025-04-19 18:08:57,929 - INFO - Minimum Distance Statistics (km): 2025-04-19 18:08:57,929 - INFO - Mean: 4.6939 2025-04-19 18:08:57,929 - INFO - Median: 3.8909 2025-04-19 18:08:57,929 - INFO - Min: 0.3424 2025-04-19 18:08:57,929 - INFO - Max: 18.8528 2025-04-19 18:08:57,929 - INFO - Std: 2.9706 2025-04-19 18:08:57,929 - INFO - OC Distribution Statistics: 2025-04-19 18:08:57,929 - INFO - Validation Mean: 17.6388 2025-04-19 18:08:57,929 - INFO - Validation Std: 9.0573 2025-04-19 18:08:57,929 - INFO - Training Mean: 23.0371 2025-04-19 18:08:57,929 - INFO - Training Std: 20.3931 2025-04-19 18:08:57,929 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 18:08:57,929 - INFO - KS Statistic: 0.1346 2025-04-19 18:08:57,929 - INFO - P-value: 0.0000 2025-04-19 18:08:57,929 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 18:08:57,929 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 19:17:22,029 - INFO - Validation and Training Set Split Statistics 2025-04-19 19:17:22,030 - INFO - Timestamp: 2025-04-19 19:17:22 2025-04-19 19:17:22,030 - INFO - Validation set size: 1590 (9.63%) 2025-04-19 19:17:22,030 - INFO - Training set size: 14924 (90.37%) 2025-04-19 19:17:22,030 - INFO - Minimum Distance Statistics (km): 2025-04-19 19:17:22,030 - INFO - Mean: 4.9021 2025-04-19 19:17:22,030 - INFO - Median: 4.2512 2025-04-19 19:17:22,030 - INFO - Min: 0.0406 2025-04-19 19:17:22,030 - INFO - Max: 20.3992 2025-04-19 19:17:22,030 - INFO - Std: 2.8136 2025-04-19 19:17:22,030 - INFO - OC Distribution Statistics: 2025-04-19 19:17:22,030 - INFO - Validation Mean: 17.0102 2025-04-19 19:17:22,030 - INFO - Validation Std: 7.8971 2025-04-19 19:17:22,030 - INFO - Training Mean: 23.1145 2025-04-19 19:17:22,030 - INFO - Training Std: 20.4400 2025-04-19 19:17:22,030 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 19:17:22,030 - INFO - KS Statistic: 0.1731 2025-04-19 19:17:22,030 - INFO - P-value: 0.0000 2025-04-19 19:17:22,030 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 19:17:22,030 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 19:17:22,452 - INFO - Validation and Training Set Split Statistics 2025-04-19 19:17:22,453 - INFO - Timestamp: 2025-04-19 19:17:22 2025-04-19 19:17:22,453 - INFO - Validation set size: 1369 (8.29%) 2025-04-19 19:17:22,453 - INFO - Training set size: 15145 (91.71%) 2025-04-19 19:17:22,453 - INFO - Minimum Distance Statistics (km): 2025-04-19 19:17:22,453 - INFO - Mean: 4.8553 2025-04-19 19:17:22,453 - INFO - Median: 4.2248 2025-04-19 19:17:22,453 - INFO - Min: 0.0358 2025-04-19 19:17:22,453 - INFO - Max: 18.4135 2025-04-19 19:17:22,453 - INFO - Std: 2.7134 2025-04-19 19:17:22,453 - INFO - OC Distribution Statistics: 2025-04-19 19:17:22,453 - INFO - Validation Mean: 17.3997 2025-04-19 19:17:22,453 - INFO - Validation Std: 8.1351 2025-04-19 19:17:22,453 - INFO - Training Mean: 22.9902 2025-04-19 19:17:22,453 - INFO - Training Std: 20.3275 2025-04-19 19:17:22,453 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 19:17:22,453 - INFO - KS Statistic: 0.1623 2025-04-19 19:17:22,453 - INFO - P-value: 0.0000 2025-04-19 19:17:22,453 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 19:17:22,453 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 19:17:25,716 - INFO - Validation and Training Set Split Statistics 2025-04-19 19:17:25,717 - INFO - Timestamp: 2025-04-19 19:17:25 2025-04-19 19:17:25,717 - INFO - Validation set size: 1598 (9.68%) 2025-04-19 19:17:25,717 - INFO - Training set size: 14916 (90.32%) 2025-04-19 19:17:25,717 - INFO - Minimum Distance Statistics (km): 2025-04-19 19:17:25,717 - INFO - Mean: 4.4554 2025-04-19 19:17:25,717 - INFO - Median: 3.7798 2025-04-19 19:17:25,717 - INFO - Min: 0.3976 2025-04-19 19:17:25,717 - INFO - Max: 20.3992 2025-04-19 19:17:25,717 - INFO - Std: 2.7133 2025-04-19 19:17:25,717 - INFO - OC Distribution Statistics: 2025-04-19 19:17:25,717 - INFO - Validation Mean: 17.3910 2025-04-19 19:17:25,717 - INFO - Validation Std: 8.9890 2025-04-19 19:17:25,717 - INFO - Training Mean: 23.0770 2025-04-19 19:17:25,717 - INFO - Training Std: 20.4076 2025-04-19 19:17:25,717 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 19:17:25,717 - INFO - KS Statistic: 0.1690 2025-04-19 19:17:25,717 - INFO - P-value: 0.0000 2025-04-19 19:17:25,717 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 19:17:25,717 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 19:17:25,950 - INFO - Validation and Training Set Split Statistics 2025-04-19 19:17:25,951 - INFO - Timestamp: 2025-04-19 19:17:25 2025-04-19 19:17:25,951 - INFO - Validation set size: 1323 (8.01%) 2025-04-19 19:17:25,951 - INFO - Training set size: 15191 (91.99%) 2025-04-19 19:17:25,951 - INFO - Minimum Distance Statistics (km): 2025-04-19 19:17:25,951 - INFO - Mean: 4.7890 2025-04-19 19:17:25,951 - INFO - Median: 4.3369 2025-04-19 19:17:25,951 - INFO - Min: 0.1121 2025-04-19 19:17:25,951 - INFO - Max: 18.8528 2025-04-19 19:17:25,951 - INFO - Std: 2.8569 2025-04-19 19:17:25,951 - INFO - OC Distribution Statistics: 2025-04-19 19:17:25,951 - INFO - Validation Mean: 17.4841 2025-04-19 19:17:25,951 - INFO - Validation Std: 8.6016 2025-04-19 19:17:25,951 - INFO - Training Mean: 22.9660 2025-04-19 19:17:25,951 - INFO - Training Std: 20.2892 2025-04-19 19:17:25,951 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 19:17:25,951 - INFO - KS Statistic: 0.1214 2025-04-19 19:17:25,951 - INFO - P-value: 0.0000 2025-04-19 19:17:25,951 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 19:17:25,951 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 20:23:43,724 - INFO - Validation and Training Set Split Statistics 2025-04-19 20:23:43,725 - INFO - Timestamp: 2025-04-19 20:23:43 2025-04-19 20:23:43,725 - INFO - Validation set size: 1368 (8.28%) 2025-04-19 20:23:43,725 - INFO - Training set size: 15146 (91.72%) 2025-04-19 20:23:43,725 - INFO - Minimum Distance Statistics (km): 2025-04-19 20:23:43,725 - INFO - Mean: 4.7497 2025-04-19 20:23:43,725 - INFO - Median: 4.2807 2025-04-19 20:23:43,725 - INFO - Min: 0.3705 2025-04-19 20:23:43,725 - INFO - Max: 17.1898 2025-04-19 20:23:43,725 - INFO - Std: 2.6068 2025-04-19 20:23:43,725 - INFO - OC Distribution Statistics: 2025-04-19 20:23:43,725 - INFO - Validation Mean: 17.1562 2025-04-19 20:23:43,725 - INFO - Validation Std: 7.9032 2025-04-19 20:23:43,725 - INFO - Training Mean: 23.0119 2025-04-19 20:23:43,725 - INFO - Training Std: 20.3290 2025-04-19 20:23:43,725 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 20:23:43,725 - INFO - KS Statistic: 0.1769 2025-04-19 20:23:43,725 - INFO - P-value: 0.0000 2025-04-19 20:23:43,725 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 20:23:43,725 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 20:23:44,579 - INFO - Validation and Training Set Split Statistics 2025-04-19 20:23:44,580 - INFO - Timestamp: 2025-04-19 20:23:44 2025-04-19 20:23:44,580 - INFO - Validation set size: 1343 (8.13%) 2025-04-19 20:23:44,580 - INFO - Training set size: 15171 (91.87%) 2025-04-19 20:23:44,580 - INFO - Minimum Distance Statistics (km): 2025-04-19 20:23:44,580 - INFO - Mean: 4.8440 2025-04-19 20:23:44,580 - INFO - Median: 4.1596 2025-04-19 20:23:44,580 - INFO - Min: 0.0565 2025-04-19 20:23:44,580 - INFO - Max: 18.8528 2025-04-19 20:23:44,580 - INFO - Std: 3.1360 2025-04-19 20:23:44,580 - INFO - OC Distribution Statistics: 2025-04-19 20:23:44,580 - INFO - Validation Mean: 18.0474 2025-04-19 20:23:44,580 - INFO - Validation Std: 9.0509 2025-04-19 20:23:44,580 - INFO - Training Mean: 22.9233 2025-04-19 20:23:44,580 - INFO - Training Std: 20.2946 2025-04-19 20:23:44,580 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 20:23:44,580 - INFO - KS Statistic: 0.1104 2025-04-19 20:23:44,580 - INFO - P-value: 0.0000 2025-04-19 20:23:44,580 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 20:23:44,580 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 20:23:47,765 - INFO - Validation and Training Set Split Statistics 2025-04-19 20:23:47,766 - INFO - Timestamp: 2025-04-19 20:23:47 2025-04-19 20:23:47,766 - INFO - Validation set size: 1762 (10.67%) 2025-04-19 20:23:47,766 - INFO - Training set size: 14752 (89.33%) 2025-04-19 20:23:47,766 - INFO - Minimum Distance Statistics (km): 2025-04-19 20:23:47,766 - INFO - Mean: 4.7451 2025-04-19 20:23:47,766 - INFO - Median: 3.9866 2025-04-19 20:23:47,766 - INFO - Min: 0.0712 2025-04-19 20:23:47,766 - INFO - Max: 20.3992 2025-04-19 20:23:47,766 - INFO - Std: 3.0522 2025-04-19 20:23:47,766 - INFO - OC Distribution Statistics: 2025-04-19 20:23:47,766 - INFO - Validation Mean: 17.3461 2025-04-19 20:23:47,766 - INFO - Validation Std: 8.5104 2025-04-19 20:23:47,766 - INFO - Training Mean: 23.1456 2025-04-19 20:23:47,766 - INFO - Training Std: 20.5128 2025-04-19 20:23:47,766 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 20:23:47,766 - INFO - KS Statistic: 0.1309 2025-04-19 20:23:47,766 - INFO - P-value: 0.0000 2025-04-19 20:23:47,766 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 20:23:47,766 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 20:23:51,860 - INFO - Validation and Training Set Split Statistics 2025-04-19 20:23:51,861 - INFO - Timestamp: 2025-04-19 20:23:51 2025-04-19 20:23:51,861 - INFO - Validation set size: 1859 (11.26%) 2025-04-19 20:23:51,861 - INFO - Training set size: 14655 (88.74%) 2025-04-19 20:23:51,861 - INFO - Minimum Distance Statistics (km): 2025-04-19 20:23:51,861 - INFO - Mean: 4.7583 2025-04-19 20:23:51,861 - INFO - Median: 4.2086 2025-04-19 20:23:51,861 - INFO - Min: 0.0655 2025-04-19 20:23:51,861 - INFO - Max: 18.8528 2025-04-19 20:23:51,861 - INFO - Std: 2.8263 2025-04-19 20:23:51,861 - INFO - OC Distribution Statistics: 2025-04-19 20:23:51,861 - INFO - Validation Mean: 16.6123 2025-04-19 20:23:51,861 - INFO - Validation Std: 7.9416 2025-04-19 20:23:51,861 - INFO - Training Mean: 23.2770 2025-04-19 20:23:51,861 - INFO - Training Std: 20.5641 2025-04-19 20:23:51,861 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 20:23:51,861 - INFO - KS Statistic: 0.2127 2025-04-19 20:23:51,861 - INFO - P-value: 0.0000 2025-04-19 20:23:51,861 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 20:23:51,861 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 21:30:18,334 - INFO - Validation and Training Set Split Statistics 2025-04-19 21:30:18,335 - INFO - Timestamp: 2025-04-19 21:30:18 2025-04-19 21:30:18,335 - INFO - Validation set size: 1462 (8.85%) 2025-04-19 21:30:18,335 - INFO - Training set size: 15052 (91.15%) 2025-04-19 21:30:18,335 - INFO - Minimum Distance Statistics (km): 2025-04-19 21:30:18,335 - INFO - Mean: 4.6211 2025-04-19 21:30:18,335 - INFO - Median: 4.0224 2025-04-19 21:30:18,335 - INFO - Min: 0.1121 2025-04-19 21:30:18,335 - INFO - Max: 18.8528 2025-04-19 21:30:18,335 - INFO - Std: 2.7748 2025-04-19 21:30:18,335 - INFO - OC Distribution Statistics: 2025-04-19 21:30:18,335 - INFO - Validation Mean: 17.2269 2025-04-19 21:30:18,335 - INFO - Validation Std: 8.7020 2025-04-19 21:30:18,335 - INFO - Training Mean: 23.0416 2025-04-19 21:30:18,335 - INFO - Training Std: 20.3479 2025-04-19 21:30:18,335 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 21:30:18,335 - INFO - KS Statistic: 0.1712 2025-04-19 21:30:18,335 - INFO - P-value: 0.0000 2025-04-19 21:30:18,335 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 21:30:18,335 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 21:30:21,369 - INFO - Validation and Training Set Split Statistics 2025-04-19 21:30:21,369 - INFO - Timestamp: 2025-04-19 21:30:21 2025-04-19 21:30:21,369 - INFO - Validation set size: 1509 (9.14%) 2025-04-19 21:30:21,369 - INFO - Training set size: 15005 (90.86%) 2025-04-19 21:30:21,369 - INFO - Minimum Distance Statistics (km): 2025-04-19 21:30:21,369 - INFO - Mean: 5.0807 2025-04-19 21:30:21,369 - INFO - Median: 4.0846 2025-04-19 21:30:21,369 - INFO - Min: 0.4281 2025-04-19 21:30:21,369 - INFO - Max: 20.3992 2025-04-19 21:30:21,369 - INFO - Std: 3.2646 2025-04-19 21:30:21,369 - INFO - OC Distribution Statistics: 2025-04-19 21:30:21,369 - INFO - Validation Mean: 17.4920 2025-04-19 21:30:21,369 - INFO - Validation Std: 8.1639 2025-04-19 21:30:21,369 - INFO - Training Mean: 23.0331 2025-04-19 21:30:21,369 - INFO - Training Std: 20.4011 2025-04-19 21:30:21,369 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 21:30:21,369 - INFO - KS Statistic: 0.1446 2025-04-19 21:30:21,369 - INFO - P-value: 0.0000 2025-04-19 21:30:21,369 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 21:30:21,369 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 21:30:21,621 - INFO - Validation and Training Set Split Statistics 2025-04-19 21:30:21,621 - INFO - Timestamp: 2025-04-19 21:30:21 2025-04-19 21:30:21,621 - INFO - Validation set size: 1324 (8.02%) 2025-04-19 21:30:21,621 - INFO - Training set size: 15190 (91.98%) 2025-04-19 21:30:21,621 - INFO - Minimum Distance Statistics (km): 2025-04-19 21:30:21,621 - INFO - Mean: 4.7386 2025-04-19 21:30:21,621 - INFO - Median: 4.2672 2025-04-19 21:30:21,621 - INFO - Min: 0.3763 2025-04-19 21:30:21,621 - INFO - Max: 13.9571 2025-04-19 21:30:21,621 - INFO - Std: 2.4103 2025-04-19 21:30:21,621 - INFO - OC Distribution Statistics: 2025-04-19 21:30:21,621 - INFO - Validation Mean: 17.6698 2025-04-19 21:30:21,621 - INFO - Validation Std: 8.6342 2025-04-19 21:30:21,621 - INFO - Training Mean: 22.9501 2025-04-19 21:30:21,622 - INFO - Training Std: 20.2928 2025-04-19 21:30:21,622 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 21:30:21,622 - INFO - KS Statistic: 0.1409 2025-04-19 21:30:21,622 - INFO - P-value: 0.0000 2025-04-19 21:30:21,622 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 21:30:21,622 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 21:30:21,988 - INFO - Validation and Training Set Split Statistics 2025-04-19 21:30:21,988 - INFO - Timestamp: 2025-04-19 21:30:21 2025-04-19 21:30:21,988 - INFO - Validation set size: 1958 (11.86%) 2025-04-19 21:30:21,988 - INFO - Training set size: 14556 (88.14%) 2025-04-19 21:30:21,988 - INFO - Minimum Distance Statistics (km): 2025-04-19 21:30:21,988 - INFO - Mean: 4.8221 2025-04-19 21:30:21,988 - INFO - Median: 4.2253 2025-04-19 21:30:21,988 - INFO - Min: 0.0712 2025-04-19 21:30:21,988 - INFO - Max: 18.8528 2025-04-19 21:30:21,988 - INFO - Std: 2.8298 2025-04-19 21:30:21,988 - INFO - OC Distribution Statistics: 2025-04-19 21:30:21,988 - INFO - Validation Mean: 16.4043 2025-04-19 21:30:21,988 - INFO - Validation Std: 7.4433 2025-04-19 21:30:21,988 - INFO - Training Mean: 23.3503 2025-04-19 21:30:21,988 - INFO - Training Std: 20.6319 2025-04-19 21:30:21,988 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 21:30:21,988 - INFO - KS Statistic: 0.2173 2025-04-19 21:30:21,988 - INFO - P-value: 0.0000 2025-04-19 21:30:21,988 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 21:30:21,988 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 22:38:07,326 - INFO - Validation and Training Set Split Statistics 2025-04-19 22:38:07,327 - INFO - Timestamp: 2025-04-19 22:38:07 2025-04-19 22:38:07,327 - INFO - Validation set size: 1362 (8.25%) 2025-04-19 22:38:07,327 - INFO - Training set size: 15152 (91.75%) 2025-04-19 22:38:07,327 - INFO - Minimum Distance Statistics (km): 2025-04-19 22:38:07,327 - INFO - Mean: 4.5987 2025-04-19 22:38:07,327 - INFO - Median: 4.1378 2025-04-19 22:38:07,327 - INFO - Min: 0.0712 2025-04-19 22:38:07,327 - INFO - Max: 18.8528 2025-04-19 22:38:07,327 - INFO - Std: 2.7670 2025-04-19 22:38:07,327 - INFO - OC Distribution Statistics: 2025-04-19 22:38:07,327 - INFO - Validation Mean: 17.1828 2025-04-19 22:38:07,327 - INFO - Validation Std: 8.7365 2025-04-19 22:38:07,327 - INFO - Training Mean: 23.0072 2025-04-19 22:38:07,327 - INFO - Training Std: 20.2960 2025-04-19 22:38:07,327 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 22:38:07,327 - INFO - KS Statistic: 0.1438 2025-04-19 22:38:07,327 - INFO - P-value: 0.0000 2025-04-19 22:38:07,327 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 22:38:07,327 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 22:38:10,877 - INFO - Validation and Training Set Split Statistics 2025-04-19 22:38:10,877 - INFO - Timestamp: 2025-04-19 22:38:10 2025-04-19 22:38:10,877 - INFO - Validation set size: 1448 (8.77%) 2025-04-19 22:38:10,877 - INFO - Training set size: 15066 (91.23%) 2025-04-19 22:38:10,877 - INFO - Minimum Distance Statistics (km): 2025-04-19 22:38:10,877 - INFO - Mean: 4.5965 2025-04-19 22:38:10,877 - INFO - Median: 3.9768 2025-04-19 22:38:10,877 - INFO - Min: 0.3705 2025-04-19 22:38:10,877 - INFO - Max: 14.3959 2025-04-19 22:38:10,877 - INFO - Std: 2.7298 2025-04-19 22:38:10,877 - INFO - OC Distribution Statistics: 2025-04-19 22:38:10,878 - INFO - Validation Mean: 17.8779 2025-04-19 22:38:10,878 - INFO - Validation Std: 9.0486 2025-04-19 22:38:10,878 - INFO - Training Mean: 22.9736 2025-04-19 22:38:10,878 - INFO - Training Std: 20.3432 2025-04-19 22:38:10,878 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 22:38:10,878 - INFO - KS Statistic: 0.1395 2025-04-19 22:38:10,878 - INFO - P-value: 0.0000 2025-04-19 22:38:10,878 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 22:38:10,878 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 22:38:11,190 - INFO - Validation and Training Set Split Statistics 2025-04-19 22:38:11,190 - INFO - Timestamp: 2025-04-19 22:38:11 2025-04-19 22:38:11,190 - INFO - Validation set size: 1736 (10.51%) 2025-04-19 22:38:11,190 - INFO - Training set size: 14778 (89.49%) 2025-04-19 22:38:11,190 - INFO - Minimum Distance Statistics (km): 2025-04-19 22:38:11,190 - INFO - Mean: 4.9587 2025-04-19 22:38:11,190 - INFO - Median: 4.3057 2025-04-19 22:38:11,190 - INFO - Min: 0.3763 2025-04-19 22:38:11,190 - INFO - Max: 20.8290 2025-04-19 22:38:11,190 - INFO - Std: 2.9046 2025-04-19 22:38:11,190 - INFO - OC Distribution Statistics: 2025-04-19 22:38:11,190 - INFO - Validation Mean: 17.1643 2025-04-19 22:38:11,190 - INFO - Validation Std: 8.5592 2025-04-19 22:38:11,190 - INFO - Training Mean: 23.1567 2025-04-19 22:38:11,190 - INFO - Training Std: 20.4908 2025-04-19 22:38:11,190 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 22:38:11,190 - INFO - KS Statistic: 0.1660 2025-04-19 22:38:11,190 - INFO - P-value: 0.0000 2025-04-19 22:38:11,190 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 22:38:11,190 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-19 22:38:12,016 - INFO - Validation and Training Set Split Statistics 2025-04-19 22:38:12,016 - INFO - Timestamp: 2025-04-19 22:38:12 2025-04-19 22:38:12,016 - INFO - Validation set size: 1413 (8.56%) 2025-04-19 22:38:12,016 - INFO - Training set size: 15101 (91.44%) 2025-04-19 22:38:12,016 - INFO - Minimum Distance Statistics (km): 2025-04-19 22:38:12,016 - INFO - Mean: 4.8024 2025-04-19 22:38:12,016 - INFO - Median: 4.1592 2025-04-19 22:38:12,016 - INFO - Min: 0.3424 2025-04-19 22:38:12,016 - INFO - Max: 18.4150 2025-04-19 22:38:12,016 - INFO - Std: 2.8132 2025-04-19 22:38:12,016 - INFO - OC Distribution Statistics: 2025-04-19 22:38:12,016 - INFO - Validation Mean: 17.4360 2025-04-19 22:38:12,016 - INFO - Validation Std: 8.0347 2025-04-19 22:38:12,016 - INFO - Training Mean: 23.0031 2025-04-19 22:38:12,016 - INFO - Training Std: 20.3548 2025-04-19 22:38:12,016 - INFO - Kolmogorov-Smirnov Test: 2025-04-19 22:38:12,016 - INFO - KS Statistic: 0.1234 2025-04-19 22:38:12,016 - INFO - P-value: 0.0000 2025-04-19 22:38:12,016 - INFO - Distribution Fit: Inverse Gamma 2025-04-19 22:38:12,016 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 00:04:29,114 - INFO - Validation and Training Set Split Statistics 2025-04-20 00:04:29,115 - INFO - Timestamp: 2025-04-20 00:04:29 2025-04-20 00:04:29,115 - INFO - Validation set size: 1343 (8.13%) 2025-04-20 00:04:29,115 - INFO - Training set size: 15171 (91.87%) 2025-04-20 00:04:29,115 - INFO - Minimum Distance Statistics (km): 2025-04-20 00:04:29,115 - INFO - Mean: 4.5027 2025-04-20 00:04:29,115 - INFO - Median: 4.0184 2025-04-20 00:04:29,115 - INFO - Min: 0.0358 2025-04-20 00:04:29,115 - INFO - Max: 18.8528 2025-04-20 00:04:29,115 - INFO - Std: 2.6158 2025-04-20 00:04:29,115 - INFO - OC Distribution Statistics: 2025-04-20 00:04:29,115 - INFO - Validation Mean: 17.8298 2025-04-20 00:04:29,115 - INFO - Validation Std: 9.3717 2025-04-20 00:04:29,115 - INFO - Training Mean: 22.9426 2025-04-20 00:04:29,115 - INFO - Training Std: 20.2770 2025-04-20 00:04:29,115 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 00:04:29,115 - INFO - KS Statistic: 0.1355 2025-04-20 00:04:29,115 - INFO - P-value: 0.0000 2025-04-20 00:04:29,115 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 00:04:29,115 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 00:04:30,143 - INFO - Validation and Training Set Split Statistics 2025-04-20 00:04:30,144 - INFO - Timestamp: 2025-04-20 00:04:30 2025-04-20 00:04:30,144 - INFO - Validation set size: 1383 (8.37%) 2025-04-20 00:04:30,144 - INFO - Training set size: 15131 (91.63%) 2025-04-20 00:04:30,144 - INFO - Minimum Distance Statistics (km): 2025-04-20 00:04:30,144 - INFO - Mean: 4.6946 2025-04-20 00:04:30,144 - INFO - Median: 4.1795 2025-04-20 00:04:30,144 - INFO - Min: 0.3763 2025-04-20 00:04:30,144 - INFO - Max: 18.4150 2025-04-20 00:04:30,144 - INFO - Std: 2.6046 2025-04-20 00:04:30,144 - INFO - OC Distribution Statistics: 2025-04-20 00:04:30,144 - INFO - Validation Mean: 17.4145 2025-04-20 00:04:30,144 - INFO - Validation Std: 8.2781 2025-04-20 00:04:30,144 - INFO - Training Mean: 22.9941 2025-04-20 00:04:30,144 - INFO - Training Std: 20.3298 2025-04-20 00:04:30,144 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 00:04:30,144 - INFO - KS Statistic: 0.1506 2025-04-20 00:04:30,144 - INFO - P-value: 0.0000 2025-04-20 00:04:30,144 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 00:04:30,144 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 00:04:32,502 - INFO - Validation and Training Set Split Statistics 2025-04-20 00:04:32,502 - INFO - Timestamp: 2025-04-20 00:04:32 2025-04-20 00:04:32,502 - INFO - Validation set size: 1726 (10.45%) 2025-04-20 00:04:32,502 - INFO - Training set size: 14788 (89.55%) 2025-04-20 00:04:32,502 - INFO - Minimum Distance Statistics (km): 2025-04-20 00:04:32,502 - INFO - Mean: 5.1200 2025-04-20 00:04:32,502 - INFO - Median: 4.3765 2025-04-20 00:04:32,502 - INFO - Min: 0.0358 2025-04-20 00:04:32,502 - INFO - Max: 20.8657 2025-04-20 00:04:32,502 - INFO - Std: 2.9539 2025-04-20 00:04:32,502 - INFO - OC Distribution Statistics: 2025-04-20 00:04:32,502 - INFO - Validation Mean: 16.9745 2025-04-20 00:04:32,502 - INFO - Validation Std: 8.5677 2025-04-20 00:04:32,502 - INFO - Training Mean: 23.1748 2025-04-20 00:04:32,502 - INFO - Training Std: 20.4787 2025-04-20 00:04:32,502 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 00:04:32,502 - INFO - KS Statistic: 0.1781 2025-04-20 00:04:32,502 - INFO - P-value: 0.0000 2025-04-20 00:04:32,502 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 00:04:32,502 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 00:04:32,843 - INFO - Validation and Training Set Split Statistics 2025-04-20 00:04:32,843 - INFO - Timestamp: 2025-04-20 00:04:32 2025-04-20 00:04:32,843 - INFO - Validation set size: 1558 (9.43%) 2025-04-20 00:04:32,843 - INFO - Training set size: 14956 (90.57%) 2025-04-20 00:04:32,843 - INFO - Minimum Distance Statistics (km): 2025-04-20 00:04:32,843 - INFO - Mean: 4.9949 2025-04-20 00:04:32,843 - INFO - Median: 4.2677 2025-04-20 00:04:32,843 - INFO - Min: 0.4281 2025-04-20 00:04:32,843 - INFO - Max: 20.3992 2025-04-20 00:04:32,843 - INFO - Std: 2.9825 2025-04-20 00:04:32,843 - INFO - OC Distribution Statistics: 2025-04-20 00:04:32,843 - INFO - Validation Mean: 17.6962 2025-04-20 00:04:32,843 - INFO - Validation Std: 8.3530 2025-04-20 00:04:32,843 - INFO - Training Mean: 23.0300 2025-04-20 00:04:32,843 - INFO - Training Std: 20.4244 2025-04-20 00:04:32,843 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 00:04:32,843 - INFO - KS Statistic: 0.1332 2025-04-20 00:04:32,843 - INFO - P-value: 0.0000 2025-04-20 00:04:32,843 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 00:04:32,843 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 01:13:05,229 - INFO - Validation and Training Set Split Statistics 2025-04-20 01:13:05,229 - INFO - Timestamp: 2025-04-20 01:13:05 2025-04-20 01:13:05,229 - INFO - Validation set size: 1605 (9.72%) 2025-04-20 01:13:05,229 - INFO - Training set size: 14909 (90.28%) 2025-04-20 01:13:05,229 - INFO - Minimum Distance Statistics (km): 2025-04-20 01:13:05,230 - INFO - Mean: 5.1838 2025-04-20 01:13:05,230 - INFO - Median: 4.4875 2025-04-20 01:13:05,230 - INFO - Min: 0.0882 2025-04-20 01:13:05,230 - INFO - Max: 18.8528 2025-04-20 01:13:05,230 - INFO - Std: 2.8171 2025-04-20 01:13:05,230 - INFO - OC Distribution Statistics: 2025-04-20 01:13:05,230 - INFO - Validation Mean: 17.5648 2025-04-20 01:13:05,230 - INFO - Validation Std: 8.5821 2025-04-20 01:13:05,230 - INFO - Training Mean: 23.0610 2025-04-20 01:13:05,230 - INFO - Training Std: 20.4351 2025-04-20 01:13:05,230 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 01:13:05,230 - INFO - KS Statistic: 0.1453 2025-04-20 01:13:05,230 - INFO - P-value: 0.0000 2025-04-20 01:13:05,230 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 01:13:05,230 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 01:13:05,529 - INFO - Validation and Training Set Split Statistics 2025-04-20 01:13:05,529 - INFO - Timestamp: 2025-04-20 01:13:05 2025-04-20 01:13:05,529 - INFO - Validation set size: 1778 (10.77%) 2025-04-20 01:13:05,529 - INFO - Training set size: 14736 (89.23%) 2025-04-20 01:13:05,529 - INFO - Minimum Distance Statistics (km): 2025-04-20 01:13:05,530 - INFO - Mean: 5.0178 2025-04-20 01:13:05,530 - INFO - Median: 4.4671 2025-04-20 01:13:05,530 - INFO - Min: 0.0882 2025-04-20 01:13:05,530 - INFO - Max: 18.9132 2025-04-20 01:13:05,530 - INFO - Std: 3.0195 2025-04-20 01:13:05,530 - INFO - OC Distribution Statistics: 2025-04-20 01:13:05,530 - INFO - Validation Mean: 17.0342 2025-04-20 01:13:05,530 - INFO - Validation Std: 8.8828 2025-04-20 01:13:05,530 - INFO - Training Mean: 23.1895 2025-04-20 01:13:05,530 - INFO - Training Std: 20.4911 2025-04-20 01:13:05,530 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 01:13:05,530 - INFO - KS Statistic: 0.1731 2025-04-20 01:13:05,530 - INFO - P-value: 0.0000 2025-04-20 01:13:05,530 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 01:13:05,530 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 01:13:06,171 - INFO - Validation and Training Set Split Statistics 2025-04-20 01:13:06,171 - INFO - Timestamp: 2025-04-20 01:13:06 2025-04-20 01:13:06,171 - INFO - Validation set size: 1756 (10.63%) 2025-04-20 01:13:06,171 - INFO - Training set size: 14758 (89.37%) 2025-04-20 01:13:06,171 - INFO - Minimum Distance Statistics (km): 2025-04-20 01:13:06,171 - INFO - Mean: 4.8405 2025-04-20 01:13:06,171 - INFO - Median: 3.9975 2025-04-20 01:13:06,171 - INFO - Min: 0.0712 2025-04-20 01:13:06,171 - INFO - Max: 18.9773 2025-04-20 01:13:06,171 - INFO - Std: 3.0812 2025-04-20 01:13:06,171 - INFO - OC Distribution Statistics: 2025-04-20 01:13:06,171 - INFO - Validation Mean: 17.2808 2025-04-20 01:13:06,171 - INFO - Validation Std: 8.1762 2025-04-20 01:13:06,171 - INFO - Training Mean: 23.1510 2025-04-20 01:13:06,172 - INFO - Training Std: 20.5237 2025-04-20 01:13:06,172 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 01:13:06,172 - INFO - KS Statistic: 0.1615 2025-04-20 01:13:06,172 - INFO - P-value: 0.0000 2025-04-20 01:13:06,172 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 01:13:06,172 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 01:13:09,079 - INFO - Validation and Training Set Split Statistics 2025-04-20 01:13:09,080 - INFO - Timestamp: 2025-04-20 01:13:09 2025-04-20 01:13:09,080 - INFO - Validation set size: 1740 (10.54%) 2025-04-20 01:13:09,080 - INFO - Training set size: 14774 (89.46%) 2025-04-20 01:13:09,080 - INFO - Minimum Distance Statistics (km): 2025-04-20 01:13:09,080 - INFO - Mean: 4.5984 2025-04-20 01:13:09,080 - INFO - Median: 4.0432 2025-04-20 01:13:09,080 - INFO - Min: 0.1121 2025-04-20 01:13:09,080 - INFO - Max: 18.8528 2025-04-20 01:13:09,080 - INFO - Std: 2.4854 2025-04-20 01:13:09,080 - INFO - OC Distribution Statistics: 2025-04-20 01:13:09,080 - INFO - Validation Mean: 16.8684 2025-04-20 01:13:09,080 - INFO - Validation Std: 8.2183 2025-04-20 01:13:09,080 - INFO - Training Mean: 23.1932 2025-04-20 01:13:09,080 - INFO - Training Std: 20.4988 2025-04-20 01:13:09,080 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 01:13:09,080 - INFO - KS Statistic: 0.1778 2025-04-20 01:13:09,080 - INFO - P-value: 0.0000 2025-04-20 01:13:09,080 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 01:13:09,080 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 02:17:09,534 - INFO - Validation and Training Set Split Statistics 2025-04-20 02:17:09,534 - INFO - Timestamp: 2025-04-20 02:17:09 2025-04-20 02:17:09,534 - INFO - Validation set size: 1470 (8.90%) 2025-04-20 02:17:09,534 - INFO - Training set size: 15044 (91.10%) 2025-04-20 02:17:09,534 - INFO - Minimum Distance Statistics (km): 2025-04-20 02:17:09,534 - INFO - Mean: 5.0744 2025-04-20 02:17:09,534 - INFO - Median: 4.3793 2025-04-20 02:17:09,534 - INFO - Min: 0.4134 2025-04-20 02:17:09,534 - INFO - Max: 20.3992 2025-04-20 02:17:09,534 - INFO - Std: 3.1246 2025-04-20 02:17:09,534 - INFO - OC Distribution Statistics: 2025-04-20 02:17:09,534 - INFO - Validation Mean: 17.2751 2025-04-20 02:17:09,534 - INFO - Validation Std: 8.3453 2025-04-20 02:17:09,534 - INFO - Training Mean: 23.0399 2025-04-20 02:17:09,534 - INFO - Training Std: 20.3678 2025-04-20 02:17:09,534 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 02:17:09,534 - INFO - KS Statistic: 0.1514 2025-04-20 02:17:09,534 - INFO - P-value: 0.0000 2025-04-20 02:17:09,534 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 02:17:09,534 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 02:17:10,607 - INFO - Validation and Training Set Split Statistics 2025-04-20 02:17:10,607 - INFO - Timestamp: 2025-04-20 02:17:10 2025-04-20 02:17:10,607 - INFO - Validation set size: 1355 (8.21%) 2025-04-20 02:17:10,607 - INFO - Training set size: 15159 (91.79%) 2025-04-20 02:17:10,607 - INFO - Minimum Distance Statistics (km): 2025-04-20 02:17:10,607 - INFO - Mean: 5.0970 2025-04-20 02:17:10,607 - INFO - Median: 4.2214 2025-04-20 02:17:10,607 - INFO - Min: 0.3763 2025-04-20 02:17:10,607 - INFO - Max: 16.4385 2025-04-20 02:17:10,607 - INFO - Std: 2.8098 2025-04-20 02:17:10,607 - INFO - OC Distribution Statistics: 2025-04-20 02:17:10,607 - INFO - Validation Mean: 17.8006 2025-04-20 02:17:10,607 - INFO - Validation Std: 8.9621 2025-04-20 02:17:10,607 - INFO - Training Mean: 22.9492 2025-04-20 02:17:10,607 - INFO - Training Std: 20.2987 2025-04-20 02:17:10,607 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 02:17:10,607 - INFO - KS Statistic: 0.1440 2025-04-20 02:17:10,607 - INFO - P-value: 0.0000 2025-04-20 02:17:10,607 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 02:17:10,607 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 02:17:13,316 - INFO - Validation and Training Set Split Statistics 2025-04-20 02:17:13,316 - INFO - Timestamp: 2025-04-20 02:17:13 2025-04-20 02:17:13,316 - INFO - Validation set size: 1784 (10.80%) 2025-04-20 02:17:13,316 - INFO - Training set size: 14730 (89.20%) 2025-04-20 02:17:13,316 - INFO - Minimum Distance Statistics (km): 2025-04-20 02:17:13,316 - INFO - Mean: 5.0185 2025-04-20 02:17:13,316 - INFO - Median: 4.2088 2025-04-20 02:17:13,316 - INFO - Min: 0.3705 2025-04-20 02:17:13,316 - INFO - Max: 20.3992 2025-04-20 02:17:13,316 - INFO - Std: 3.0062 2025-04-20 02:17:13,316 - INFO - OC Distribution Statistics: 2025-04-20 02:17:13,316 - INFO - Validation Mean: 16.7472 2025-04-20 02:17:13,316 - INFO - Validation Std: 8.0501 2025-04-20 02:17:13,316 - INFO - Training Mean: 23.2268 2025-04-20 02:17:13,316 - INFO - Training Std: 20.5251 2025-04-20 02:17:13,316 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 02:17:13,316 - INFO - KS Statistic: 0.1769 2025-04-20 02:17:13,316 - INFO - P-value: 0.0000 2025-04-20 02:17:13,316 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 02:17:13,316 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 02:17:14,241 - INFO - Validation and Training Set Split Statistics 2025-04-20 02:17:14,241 - INFO - Timestamp: 2025-04-20 02:17:14 2025-04-20 02:17:14,241 - INFO - Validation set size: 1411 (8.54%) 2025-04-20 02:17:14,241 - INFO - Training set size: 15103 (91.46%) 2025-04-20 02:17:14,241 - INFO - Minimum Distance Statistics (km): 2025-04-20 02:17:14,241 - INFO - Mean: 4.9926 2025-04-20 02:17:14,241 - INFO - Median: 4.2359 2025-04-20 02:17:14,241 - INFO - Min: 0.3976 2025-04-20 02:17:14,241 - INFO - Max: 18.8528 2025-04-20 02:17:14,241 - INFO - Std: 3.0631 2025-04-20 02:17:14,241 - INFO - OC Distribution Statistics: 2025-04-20 02:17:14,241 - INFO - Validation Mean: 17.3157 2025-04-20 02:17:14,241 - INFO - Validation Std: 7.9914 2025-04-20 02:17:14,241 - INFO - Training Mean: 23.0136 2025-04-20 02:17:14,241 - INFO - Training Std: 20.3522 2025-04-20 02:17:14,241 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 02:17:14,241 - INFO - KS Statistic: 0.1509 2025-04-20 02:17:14,241 - INFO - P-value: 0.0000 2025-04-20 02:17:14,241 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 02:17:14,241 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 03:24:29,988 - INFO - Validation and Training Set Split Statistics 2025-04-20 03:24:29,988 - INFO - Timestamp: 2025-04-20 03:24:29 2025-04-20 03:24:29,988 - INFO - Validation set size: 1501 (9.09%) 2025-04-20 03:24:29,988 - INFO - Training set size: 15013 (90.91%) 2025-04-20 03:24:29,988 - INFO - Minimum Distance Statistics (km): 2025-04-20 03:24:29,988 - INFO - Mean: 5.3885 2025-04-20 03:24:29,988 - INFO - Median: 4.5705 2025-04-20 03:24:29,988 - INFO - Min: 0.3763 2025-04-20 03:24:29,988 - INFO - Max: 22.7826 2025-04-20 03:24:29,989 - INFO - Std: 3.0685 2025-04-20 03:24:29,989 - INFO - OC Distribution Statistics: 2025-04-20 03:24:29,989 - INFO - Validation Mean: 17.4877 2025-04-20 03:24:29,989 - INFO - Validation Std: 8.6160 2025-04-20 03:24:29,989 - INFO - Training Mean: 23.0306 2025-04-20 03:24:29,989 - INFO - Training Std: 20.3783 2025-04-20 03:24:29,989 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 03:24:29,989 - INFO - KS Statistic: 0.1602 2025-04-20 03:24:29,989 - INFO - P-value: 0.0000 2025-04-20 03:24:29,989 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 03:24:29,989 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 03:24:30,239 - INFO - Validation and Training Set Split Statistics 2025-04-20 03:24:30,239 - INFO - Timestamp: 2025-04-20 03:24:30 2025-04-20 03:24:30,239 - INFO - Validation set size: 1379 (8.35%) 2025-04-20 03:24:30,239 - INFO - Training set size: 15135 (91.65%) 2025-04-20 03:24:30,239 - INFO - Minimum Distance Statistics (km): 2025-04-20 03:24:30,239 - INFO - Mean: 5.0479 2025-04-20 03:24:30,239 - INFO - Median: 4.2598 2025-04-20 03:24:30,239 - INFO - Min: 0.4511 2025-04-20 03:24:30,239 - INFO - Max: 18.8528 2025-04-20 03:24:30,239 - INFO - Std: 3.0651 2025-04-20 03:24:30,239 - INFO - OC Distribution Statistics: 2025-04-20 03:24:30,239 - INFO - Validation Mean: 17.4132 2025-04-20 03:24:30,239 - INFO - Validation Std: 8.6382 2025-04-20 03:24:30,239 - INFO - Training Mean: 22.9927 2025-04-20 03:24:30,240 - INFO - Training Std: 20.3140 2025-04-20 03:24:30,240 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 03:24:30,240 - INFO - KS Statistic: 0.1424 2025-04-20 03:24:30,240 - INFO - P-value: 0.0000 2025-04-20 03:24:30,240 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 03:24:30,240 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 03:24:33,607 - INFO - Validation and Training Set Split Statistics 2025-04-20 03:24:33,607 - INFO - Timestamp: 2025-04-20 03:24:33 2025-04-20 03:24:33,607 - INFO - Validation set size: 1424 (8.62%) 2025-04-20 03:24:33,607 - INFO - Training set size: 15090 (91.38%) 2025-04-20 03:24:33,608 - INFO - Minimum Distance Statistics (km): 2025-04-20 03:24:33,608 - INFO - Mean: 4.8254 2025-04-20 03:24:33,608 - INFO - Median: 4.3625 2025-04-20 03:24:33,608 - INFO - Min: 0.3976 2025-04-20 03:24:33,608 - INFO - Max: 16.4391 2025-04-20 03:24:33,608 - INFO - Std: 2.7378 2025-04-20 03:24:33,608 - INFO - OC Distribution Statistics: 2025-04-20 03:24:33,608 - INFO - Validation Mean: 17.8840 2025-04-20 03:24:33,608 - INFO - Validation Std: 8.4841 2025-04-20 03:24:33,608 - INFO - Training Mean: 22.9649 2025-04-20 03:24:33,608 - INFO - Training Std: 20.3543 2025-04-20 03:24:33,608 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 03:24:33,608 - INFO - KS Statistic: 0.1110 2025-04-20 03:24:33,608 - INFO - P-value: 0.0000 2025-04-20 03:24:33,608 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 03:24:33,608 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 03:24:36,987 - INFO - Validation and Training Set Split Statistics 2025-04-20 03:24:36,987 - INFO - Timestamp: 2025-04-20 03:24:36 2025-04-20 03:24:36,987 - INFO - Validation set size: 1486 (9.00%) 2025-04-20 03:24:36,987 - INFO - Training set size: 15028 (91.00%) 2025-04-20 03:24:36,987 - INFO - Minimum Distance Statistics (km): 2025-04-20 03:24:36,987 - INFO - Mean: 4.8178 2025-04-20 03:24:36,987 - INFO - Median: 4.0588 2025-04-20 03:24:36,987 - INFO - Min: 0.3763 2025-04-20 03:24:36,987 - INFO - Max: 17.8824 2025-04-20 03:24:36,987 - INFO - Std: 2.8301 2025-04-20 03:24:36,987 - INFO - OC Distribution Statistics: 2025-04-20 03:24:36,987 - INFO - Validation Mean: 17.4779 2025-04-20 03:24:36,987 - INFO - Validation Std: 8.5085 2025-04-20 03:24:36,987 - INFO - Training Mean: 23.0260 2025-04-20 03:24:36,987 - INFO - Training Std: 20.3749 2025-04-20 03:24:36,987 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 03:24:36,987 - INFO - KS Statistic: 0.1484 2025-04-20 03:24:36,987 - INFO - P-value: 0.0000 2025-04-20 03:24:36,987 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 03:24:36,987 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 04:32:26,726 - INFO - Validation and Training Set Split Statistics 2025-04-20 04:32:26,727 - INFO - Timestamp: 2025-04-20 04:32:26 2025-04-20 04:32:26,727 - INFO - Validation set size: 1342 (8.13%) 2025-04-20 04:32:26,727 - INFO - Training set size: 15172 (91.87%) 2025-04-20 04:32:26,727 - INFO - Minimum Distance Statistics (km): 2025-04-20 04:32:26,727 - INFO - Mean: 4.8701 2025-04-20 04:32:26,727 - INFO - Median: 4.4374 2025-04-20 04:32:26,727 - INFO - Min: 0.6217 2025-04-20 04:32:26,727 - INFO - Max: 16.0917 2025-04-20 04:32:26,727 - INFO - Std: 2.6180 2025-04-20 04:32:26,727 - INFO - OC Distribution Statistics: 2025-04-20 04:32:26,727 - INFO - Validation Mean: 18.1110 2025-04-20 04:32:26,727 - INFO - Validation Std: 9.4689 2025-04-20 04:32:26,727 - INFO - Training Mean: 22.9174 2025-04-20 04:32:26,727 - INFO - Training Std: 20.2786 2025-04-20 04:32:26,727 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 04:32:26,727 - INFO - KS Statistic: 0.1023 2025-04-20 04:32:26,727 - INFO - P-value: 0.0000 2025-04-20 04:32:26,727 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 04:32:26,727 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 04:32:30,896 - INFO - Validation and Training Set Split Statistics 2025-04-20 04:32:30,896 - INFO - Timestamp: 2025-04-20 04:32:30 2025-04-20 04:32:30,896 - INFO - Validation set size: 1628 (9.86%) 2025-04-20 04:32:30,896 - INFO - Training set size: 14886 (90.14%) 2025-04-20 04:32:30,896 - INFO - Minimum Distance Statistics (km): 2025-04-20 04:32:30,896 - INFO - Mean: 4.7736 2025-04-20 04:32:30,896 - INFO - Median: 4.2009 2025-04-20 04:32:30,896 - INFO - Min: 0.3763 2025-04-20 04:32:30,896 - INFO - Max: 17.8414 2025-04-20 04:32:30,896 - INFO - Std: 2.7409 2025-04-20 04:32:30,896 - INFO - OC Distribution Statistics: 2025-04-20 04:32:30,896 - INFO - Validation Mean: 16.9865 2025-04-20 04:32:30,897 - INFO - Validation Std: 8.1871 2025-04-20 04:32:30,897 - INFO - Training Mean: 23.1327 2025-04-20 04:32:30,897 - INFO - Training Std: 20.4466 2025-04-20 04:32:30,897 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 04:32:30,897 - INFO - KS Statistic: 0.1690 2025-04-20 04:32:30,897 - INFO - P-value: 0.0000 2025-04-20 04:32:30,897 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 04:32:30,897 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 04:32:31,360 - INFO - Validation and Training Set Split Statistics 2025-04-20 04:32:31,360 - INFO - Timestamp: 2025-04-20 04:32:31 2025-04-20 04:32:31,361 - INFO - Validation set size: 1595 (9.66%) 2025-04-20 04:32:31,361 - INFO - Training set size: 14919 (90.34%) 2025-04-20 04:32:31,361 - INFO - Minimum Distance Statistics (km): 2025-04-20 04:32:31,361 - INFO - Mean: 5.0203 2025-04-20 04:32:31,361 - INFO - Median: 4.4602 2025-04-20 04:32:31,361 - INFO - Min: 0.3763 2025-04-20 04:32:31,361 - INFO - Max: 18.8528 2025-04-20 04:32:31,361 - INFO - Std: 2.6887 2025-04-20 04:32:31,361 - INFO - OC Distribution Statistics: 2025-04-20 04:32:31,361 - INFO - Validation Mean: 17.2924 2025-04-20 04:32:31,361 - INFO - Validation Std: 8.9142 2025-04-20 04:32:31,361 - INFO - Training Mean: 23.0864 2025-04-20 04:32:31,361 - INFO - Training Std: 20.4066 2025-04-20 04:32:31,361 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 04:32:31,361 - INFO - KS Statistic: 0.1551 2025-04-20 04:32:31,361 - INFO - P-value: 0.0000 2025-04-20 04:32:31,361 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 04:32:31,361 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 04:32:35,041 - INFO - Validation and Training Set Split Statistics 2025-04-20 04:32:35,042 - INFO - Timestamp: 2025-04-20 04:32:35 2025-04-20 04:32:35,042 - INFO - Validation set size: 1585 (9.60%) 2025-04-20 04:32:35,042 - INFO - Training set size: 14929 (90.40%) 2025-04-20 04:32:35,042 - INFO - Minimum Distance Statistics (km): 2025-04-20 04:32:35,042 - INFO - Mean: 5.0028 2025-04-20 04:32:35,042 - INFO - Median: 4.3484 2025-04-20 04:32:35,042 - INFO - Min: 0.3763 2025-04-20 04:32:35,042 - INFO - Max: 18.8528 2025-04-20 04:32:35,042 - INFO - Std: 3.1305 2025-04-20 04:32:35,042 - INFO - OC Distribution Statistics: 2025-04-20 04:32:35,042 - INFO - Validation Mean: 17.5444 2025-04-20 04:32:35,042 - INFO - Validation Std: 9.1511 2025-04-20 04:32:35,042 - INFO - Training Mean: 23.0558 2025-04-20 04:32:35,042 - INFO - Training Std: 20.3979 2025-04-20 04:32:35,042 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 04:32:35,042 - INFO - KS Statistic: 0.1543 2025-04-20 04:32:35,042 - INFO - P-value: 0.0000 2025-04-20 04:32:35,042 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 04:32:35,042 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 13:01:25,410 - INFO - Validation and Training Set Split Statistics 2025-04-20 13:01:25,410 - INFO - Timestamp: 2025-04-20 13:01:25 2025-04-20 13:01:25,410 - INFO - Validation set size: 1610 (9.75%) 2025-04-20 13:01:25,410 - INFO - Training set size: 14904 (90.25%) 2025-04-20 13:01:25,410 - INFO - Minimum Distance Statistics (km): 2025-04-20 13:01:25,410 - INFO - Mean: 4.8576 2025-04-20 13:01:25,410 - INFO - Median: 3.9884 2025-04-20 13:01:25,410 - INFO - Min: 0.4134 2025-04-20 13:01:25,410 - INFO - Max: 20.3992 2025-04-20 13:01:25,410 - INFO - Std: 2.7507 2025-04-20 13:01:25,410 - INFO - OC Distribution Statistics: 2025-04-20 13:01:25,410 - INFO - Validation Mean: 16.6843 2025-04-20 13:01:25,410 - INFO - Validation Std: 8.9255 2025-04-20 13:01:25,410 - INFO - Training Mean: 23.1579 2025-04-20 13:01:25,410 - INFO - Training Std: 20.3938 2025-04-20 13:01:25,410 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 13:01:25,410 - INFO - KS Statistic: 0.1983 2025-04-20 13:01:25,410 - INFO - P-value: 0.0000 2025-04-20 13:01:25,410 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 13:01:25,410 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 13:01:25,885 - INFO - Validation and Training Set Split Statistics 2025-04-20 13:01:25,885 - INFO - Timestamp: 2025-04-20 13:01:25 2025-04-20 13:01:25,885 - INFO - Validation set size: 1385 (8.39%) 2025-04-20 13:01:25,885 - INFO - Training set size: 15129 (91.61%) 2025-04-20 13:01:25,885 - INFO - Minimum Distance Statistics (km): 2025-04-20 13:01:25,885 - INFO - Mean: 5.0372 2025-04-20 13:01:25,885 - INFO - Median: 4.2807 2025-04-20 13:01:25,885 - INFO - Min: 0.3763 2025-04-20 13:01:25,885 - INFO - Max: 20.3992 2025-04-20 13:01:25,885 - INFO - Std: 3.0328 2025-04-20 13:01:25,885 - INFO - OC Distribution Statistics: 2025-04-20 13:01:25,885 - INFO - Validation Mean: 17.5074 2025-04-20 13:01:25,885 - INFO - Validation Std: 8.7109 2025-04-20 13:01:25,885 - INFO - Training Mean: 22.9863 2025-04-20 13:01:25,885 - INFO - Training Std: 20.3165 2025-04-20 13:01:25,885 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 13:01:25,885 - INFO - KS Statistic: 0.1299 2025-04-20 13:01:25,885 - INFO - P-value: 0.0000 2025-04-20 13:01:25,885 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 13:01:25,885 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 13:01:29,199 - INFO - Validation and Training Set Split Statistics 2025-04-20 13:01:29,199 - INFO - Timestamp: 2025-04-20 13:01:29 2025-04-20 13:01:29,199 - INFO - Validation set size: 1565 (9.48%) 2025-04-20 13:01:29,200 - INFO - Training set size: 14949 (90.52%) 2025-04-20 13:01:29,200 - INFO - Minimum Distance Statistics (km): 2025-04-20 13:01:29,200 - INFO - Mean: 5.0242 2025-04-20 13:01:29,200 - INFO - Median: 4.4530 2025-04-20 13:01:29,200 - INFO - Min: 0.0406 2025-04-20 13:01:29,200 - INFO - Max: 18.8528 2025-04-20 13:01:29,200 - INFO - Std: 2.7558 2025-04-20 13:01:29,200 - INFO - OC Distribution Statistics: 2025-04-20 13:01:29,200 - INFO - Validation Mean: 17.9527 2025-04-20 13:01:29,200 - INFO - Validation Std: 9.0352 2025-04-20 13:01:29,200 - INFO - Training Mean: 23.0056 2025-04-20 13:01:29,200 - INFO - Training Std: 20.4045 2025-04-20 13:01:29,200 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 13:01:29,200 - INFO - KS Statistic: 0.1358 2025-04-20 13:01:29,200 - INFO - P-value: 0.0000 2025-04-20 13:01:29,200 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 13:01:29,200 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 13:01:29,374 - INFO - Validation and Training Set Split Statistics 2025-04-20 13:01:29,374 - INFO - Timestamp: 2025-04-20 13:01:29 2025-04-20 13:01:29,374 - INFO - Validation set size: 1584 (9.59%) 2025-04-20 13:01:29,374 - INFO - Training set size: 14930 (90.41%) 2025-04-20 13:01:29,374 - INFO - Minimum Distance Statistics (km): 2025-04-20 13:01:29,374 - INFO - Mean: 5.0299 2025-04-20 13:01:29,374 - INFO - Median: 4.4671 2025-04-20 13:01:29,374 - INFO - Min: 0.3763 2025-04-20 13:01:29,374 - INFO - Max: 18.8528 2025-04-20 13:01:29,374 - INFO - Std: 3.0175 2025-04-20 13:01:29,374 - INFO - OC Distribution Statistics: 2025-04-20 13:01:29,374 - INFO - Validation Mean: 17.1062 2025-04-20 13:01:29,374 - INFO - Validation Std: 8.1121 2025-04-20 13:01:29,374 - INFO - Training Mean: 23.1019 2025-04-20 13:01:29,374 - INFO - Training Std: 20.4310 2025-04-20 13:01:29,374 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 13:01:29,374 - INFO - KS Statistic: 0.1533 2025-04-20 13:01:29,374 - INFO - P-value: 0.0000 2025-04-20 13:01:29,374 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 13:01:29,374 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 14:10:09,067 - INFO - Validation and Training Set Split Statistics 2025-04-20 14:10:09,068 - INFO - Timestamp: 2025-04-20 14:10:09 2025-04-20 14:10:09,068 - INFO - Validation set size: 1363 (8.25%) 2025-04-20 14:10:09,068 - INFO - Training set size: 15151 (91.75%) 2025-04-20 14:10:09,068 - INFO - Minimum Distance Statistics (km): 2025-04-20 14:10:09,068 - INFO - Mean: 4.7252 2025-04-20 14:10:09,068 - INFO - Median: 4.2512 2025-04-20 14:10:09,068 - INFO - Min: 0.0358 2025-04-20 14:10:09,068 - INFO - Max: 14.1436 2025-04-20 14:10:09,068 - INFO - Std: 2.5519 2025-04-20 14:10:09,068 - INFO - OC Distribution Statistics: 2025-04-20 14:10:09,068 - INFO - Validation Mean: 17.1003 2025-04-20 14:10:09,068 - INFO - Validation Std: 8.3069 2025-04-20 14:10:09,068 - INFO - Training Mean: 23.0150 2025-04-20 14:10:09,068 - INFO - Training Std: 20.3105 2025-04-20 14:10:09,068 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 14:10:09,068 - INFO - KS Statistic: 0.1651 2025-04-20 14:10:09,068 - INFO - P-value: 0.0000 2025-04-20 14:10:09,068 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 14:10:09,068 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 14:10:09,249 - INFO - Validation and Training Set Split Statistics 2025-04-20 14:10:09,249 - INFO - Timestamp: 2025-04-20 14:10:09 2025-04-20 14:10:09,249 - INFO - Validation set size: 1378 (8.34%) 2025-04-20 14:10:09,249 - INFO - Training set size: 15136 (91.66%) 2025-04-20 14:10:09,249 - INFO - Minimum Distance Statistics (km): 2025-04-20 14:10:09,249 - INFO - Mean: 4.7579 2025-04-20 14:10:09,249 - INFO - Median: 4.2081 2025-04-20 14:10:09,249 - INFO - Min: 0.3763 2025-04-20 14:10:09,249 - INFO - Max: 17.8824 2025-04-20 14:10:09,249 - INFO - Std: 2.7897 2025-04-20 14:10:09,249 - INFO - OC Distribution Statistics: 2025-04-20 14:10:09,249 - INFO - Validation Mean: 17.9489 2025-04-20 14:10:09,249 - INFO - Validation Std: 9.2869 2025-04-20 14:10:09,249 - INFO - Training Mean: 22.9436 2025-04-20 14:10:09,249 - INFO - Training Std: 20.3002 2025-04-20 14:10:09,249 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 14:10:09,249 - INFO - KS Statistic: 0.1078 2025-04-20 14:10:09,249 - INFO - P-value: 0.0000 2025-04-20 14:10:09,249 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 14:10:09,249 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 14:10:12,904 - INFO - Validation and Training Set Split Statistics 2025-04-20 14:10:12,904 - INFO - Timestamp: 2025-04-20 14:10:12 2025-04-20 14:10:12,904 - INFO - Validation set size: 1408 (8.53%) 2025-04-20 14:10:12,904 - INFO - Training set size: 15106 (91.47%) 2025-04-20 14:10:12,904 - INFO - Minimum Distance Statistics (km): 2025-04-20 14:10:12,904 - INFO - Mean: 4.8231 2025-04-20 14:10:12,904 - INFO - Median: 4.3979 2025-04-20 14:10:12,904 - INFO - Min: 0.3763 2025-04-20 14:10:12,904 - INFO - Max: 18.4135 2025-04-20 14:10:12,904 - INFO - Std: 2.6735 2025-04-20 14:10:12,904 - INFO - OC Distribution Statistics: 2025-04-20 14:10:12,904 - INFO - Validation Mean: 17.7883 2025-04-20 14:10:12,904 - INFO - Validation Std: 8.6157 2025-04-20 14:10:12,904 - INFO - Training Mean: 22.9684 2025-04-20 14:10:12,904 - INFO - Training Std: 20.3387 2025-04-20 14:10:12,904 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 14:10:12,904 - INFO - KS Statistic: 0.1163 2025-04-20 14:10:12,904 - INFO - P-value: 0.0000 2025-04-20 14:10:12,904 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 14:10:12,904 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 14:10:13,538 - INFO - Validation and Training Set Split Statistics 2025-04-20 14:10:13,538 - INFO - Timestamp: 2025-04-20 14:10:13 2025-04-20 14:10:13,538 - INFO - Validation set size: 1435 (8.69%) 2025-04-20 14:10:13,538 - INFO - Training set size: 15079 (91.31%) 2025-04-20 14:10:13,538 - INFO - Minimum Distance Statistics (km): 2025-04-20 14:10:13,538 - INFO - Mean: 4.6360 2025-04-20 14:10:13,538 - INFO - Median: 4.1251 2025-04-20 14:10:13,538 - INFO - Min: 0.4281 2025-04-20 14:10:13,539 - INFO - Max: 15.1878 2025-04-20 14:10:13,539 - INFO - Std: 2.5717 2025-04-20 14:10:13,539 - INFO - OC Distribution Statistics: 2025-04-20 14:10:13,539 - INFO - Validation Mean: 17.6771 2025-04-20 14:10:13,539 - INFO - Validation Std: 9.3328 2025-04-20 14:10:13,539 - INFO - Training Mean: 22.9883 2025-04-20 14:10:13,539 - INFO - Training Std: 20.3196 2025-04-20 14:10:13,539 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 14:10:13,539 - INFO - KS Statistic: 0.1336 2025-04-20 14:10:13,539 - INFO - P-value: 0.0000 2025-04-20 14:10:13,539 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 14:10:13,539 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 15:15:43,132 - INFO - Validation and Training Set Split Statistics 2025-04-20 15:15:43,132 - INFO - Timestamp: 2025-04-20 15:15:43 2025-04-20 15:15:43,132 - INFO - Validation set size: 1338 (8.10%) 2025-04-20 15:15:43,132 - INFO - Training set size: 15176 (91.90%) 2025-04-20 15:15:43,132 - INFO - Minimum Distance Statistics (km): 2025-04-20 15:15:43,132 - INFO - Mean: 5.3312 2025-04-20 15:15:43,132 - INFO - Median: 4.4606 2025-04-20 15:15:43,132 - INFO - Min: 0.0565 2025-04-20 15:15:43,132 - INFO - Max: 18.8528 2025-04-20 15:15:43,132 - INFO - Std: 3.3579 2025-04-20 15:15:43,132 - INFO - OC Distribution Statistics: 2025-04-20 15:15:43,132 - INFO - Validation Mean: 17.7556 2025-04-20 15:15:43,132 - INFO - Validation Std: 8.8919 2025-04-20 15:15:43,132 - INFO - Training Mean: 22.9474 2025-04-20 15:15:43,132 - INFO - Training Std: 20.2919 2025-04-20 15:15:43,132 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 15:15:43,132 - INFO - KS Statistic: 0.1149 2025-04-20 15:15:43,132 - INFO - P-value: 0.0000 2025-04-20 15:15:43,132 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 15:15:43,132 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 15:15:43,331 - INFO - Validation and Training Set Split Statistics 2025-04-20 15:15:43,331 - INFO - Timestamp: 2025-04-20 15:15:43 2025-04-20 15:15:43,331 - INFO - Validation set size: 1352 (8.19%) 2025-04-20 15:15:43,331 - INFO - Training set size: 15162 (91.81%) 2025-04-20 15:15:43,331 - INFO - Minimum Distance Statistics (km): 2025-04-20 15:15:43,331 - INFO - Mean: 5.1057 2025-04-20 15:15:43,331 - INFO - Median: 4.4695 2025-04-20 15:15:43,331 - INFO - Min: 0.4134 2025-04-20 15:15:43,331 - INFO - Max: 18.8528 2025-04-20 15:15:43,331 - INFO - Std: 2.8395 2025-04-20 15:15:43,331 - INFO - OC Distribution Statistics: 2025-04-20 15:15:43,331 - INFO - Validation Mean: 18.0521 2025-04-20 15:15:43,331 - INFO - Validation Std: 8.6316 2025-04-20 15:15:43,331 - INFO - Training Mean: 22.9258 2025-04-20 15:15:43,331 - INFO - Training Std: 20.3155 2025-04-20 15:15:43,331 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 15:15:43,331 - INFO - KS Statistic: 0.1219 2025-04-20 15:15:43,331 - INFO - P-value: 0.0000 2025-04-20 15:15:43,331 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 15:15:43,331 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 15:15:46,866 - INFO - Validation and Training Set Split Statistics 2025-04-20 15:15:46,867 - INFO - Timestamp: 2025-04-20 15:15:46 2025-04-20 15:15:46,867 - INFO - Validation set size: 1608 (9.74%) 2025-04-20 15:15:46,867 - INFO - Training set size: 14906 (90.26%) 2025-04-20 15:15:46,867 - INFO - Minimum Distance Statistics (km): 2025-04-20 15:15:46,867 - INFO - Mean: 4.9130 2025-04-20 15:15:46,867 - INFO - Median: 4.1281 2025-04-20 15:15:46,867 - INFO - Min: 0.0406 2025-04-20 15:15:46,867 - INFO - Max: 21.4000 2025-04-20 15:15:46,867 - INFO - Std: 3.1347 2025-04-20 15:15:46,867 - INFO - OC Distribution Statistics: 2025-04-20 15:15:46,867 - INFO - Validation Mean: 17.4282 2025-04-20 15:15:46,867 - INFO - Validation Std: 7.9482 2025-04-20 15:15:46,867 - INFO - Training Mean: 23.0768 2025-04-20 15:15:46,867 - INFO - Training Std: 20.4602 2025-04-20 15:15:46,867 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 15:15:46,867 - INFO - KS Statistic: 0.1596 2025-04-20 15:15:46,867 - INFO - P-value: 0.0000 2025-04-20 15:15:46,867 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 15:15:46,867 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 15:15:47,579 - INFO - Validation and Training Set Split Statistics 2025-04-20 15:15:47,579 - INFO - Timestamp: 2025-04-20 15:15:47 2025-04-20 15:15:47,579 - INFO - Validation set size: 1380 (8.36%) 2025-04-20 15:15:47,579 - INFO - Training set size: 15134 (91.64%) 2025-04-20 15:15:47,579 - INFO - Minimum Distance Statistics (km): 2025-04-20 15:15:47,579 - INFO - Mean: 5.0328 2025-04-20 15:15:47,579 - INFO - Median: 4.4799 2025-04-20 15:15:47,579 - INFO - Min: 0.3705 2025-04-20 15:15:47,579 - INFO - Max: 26.6740 2025-04-20 15:15:47,579 - INFO - Std: 2.9857 2025-04-20 15:15:47,579 - INFO - OC Distribution Statistics: 2025-04-20 15:15:47,579 - INFO - Validation Mean: 17.6714 2025-04-20 15:15:47,579 - INFO - Validation Std: 9.1103 2025-04-20 15:15:47,579 - INFO - Training Mean: 22.9695 2025-04-20 15:15:47,579 - INFO - Training Std: 20.3020 2025-04-20 15:15:47,579 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 15:15:47,579 - INFO - KS Statistic: 0.1432 2025-04-20 15:15:47,579 - INFO - P-value: 0.0000 2025-04-20 15:15:47,579 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 15:15:47,579 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 16:23:09,180 - INFO - Validation and Training Set Split Statistics 2025-04-20 16:23:09,181 - INFO - Timestamp: 2025-04-20 16:23:09 2025-04-20 16:23:09,181 - INFO - Validation set size: 1384 (8.38%) 2025-04-20 16:23:09,181 - INFO - Training set size: 15130 (91.62%) 2025-04-20 16:23:09,181 - INFO - Minimum Distance Statistics (km): 2025-04-20 16:23:09,181 - INFO - Mean: 4.6217 2025-04-20 16:23:09,181 - INFO - Median: 4.0282 2025-04-20 16:23:09,181 - INFO - Min: 0.0712 2025-04-20 16:23:09,181 - INFO - Max: 16.1156 2025-04-20 16:23:09,181 - INFO - Std: 2.7424 2025-04-20 16:23:09,181 - INFO - OC Distribution Statistics: 2025-04-20 16:23:09,181 - INFO - Validation Mean: 17.7888 2025-04-20 16:23:09,181 - INFO - Validation Std: 9.1516 2025-04-20 16:23:09,181 - INFO - Training Mean: 22.9602 2025-04-20 16:23:09,181 - INFO - Training Std: 20.3051 2025-04-20 16:23:09,181 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 16:23:09,181 - INFO - KS Statistic: 0.1478 2025-04-20 16:23:09,181 - INFO - P-value: 0.0000 2025-04-20 16:23:09,181 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 16:23:09,181 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 16:23:12,603 - INFO - Validation and Training Set Split Statistics 2025-04-20 16:23:12,603 - INFO - Timestamp: 2025-04-20 16:23:12 2025-04-20 16:23:12,603 - INFO - Validation set size: 1525 (9.23%) 2025-04-20 16:23:12,603 - INFO - Training set size: 14989 (90.77%) 2025-04-20 16:23:12,603 - INFO - Minimum Distance Statistics (km): 2025-04-20 16:23:12,603 - INFO - Mean: 4.9232 2025-04-20 16:23:12,603 - INFO - Median: 4.3127 2025-04-20 16:23:12,603 - INFO - Min: 0.0712 2025-04-20 16:23:12,603 - INFO - Max: 20.3992 2025-04-20 16:23:12,603 - INFO - Std: 2.9960 2025-04-20 16:23:12,603 - INFO - OC Distribution Statistics: 2025-04-20 16:23:12,603 - INFO - Validation Mean: 17.8306 2025-04-20 16:23:12,603 - INFO - Validation Std: 8.7281 2025-04-20 16:23:12,603 - INFO - Training Mean: 23.0046 2025-04-20 16:23:12,603 - INFO - Training Std: 20.3948 2025-04-20 16:23:12,603 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 16:23:12,603 - INFO - KS Statistic: 0.1308 2025-04-20 16:23:12,603 - INFO - P-value: 0.0000 2025-04-20 16:23:12,603 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 16:23:12,603 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 16:23:13,674 - INFO - Validation and Training Set Split Statistics 2025-04-20 16:23:13,674 - INFO - Timestamp: 2025-04-20 16:23:13 2025-04-20 16:23:13,674 - INFO - Validation set size: 1573 (9.53%) 2025-04-20 16:23:13,674 - INFO - Training set size: 14941 (90.47%) 2025-04-20 16:23:13,674 - INFO - Minimum Distance Statistics (km): 2025-04-20 16:23:13,674 - INFO - Mean: 4.7220 2025-04-20 16:23:13,674 - INFO - Median: 4.2801 2025-04-20 16:23:13,674 - INFO - Min: 0.3976 2025-04-20 16:23:13,674 - INFO - Max: 18.8528 2025-04-20 16:23:13,674 - INFO - Std: 2.7303 2025-04-20 16:23:13,674 - INFO - OC Distribution Statistics: 2025-04-20 16:23:13,674 - INFO - Validation Mean: 17.6998 2025-04-20 16:23:13,674 - INFO - Validation Std: 9.2662 2025-04-20 16:23:13,674 - INFO - Training Mean: 23.0350 2025-04-20 16:23:13,674 - INFO - Training Std: 20.3909 2025-04-20 16:23:13,674 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 16:23:13,674 - INFO - KS Statistic: 0.1321 2025-04-20 16:23:13,674 - INFO - P-value: 0.0000 2025-04-20 16:23:13,674 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 16:23:13,674 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 16:23:17,219 - INFO - Validation and Training Set Split Statistics 2025-04-20 16:23:17,219 - INFO - Timestamp: 2025-04-20 16:23:17 2025-04-20 16:23:17,219 - INFO - Validation set size: 1601 (9.69%) 2025-04-20 16:23:17,219 - INFO - Training set size: 14913 (90.31%) 2025-04-20 16:23:17,219 - INFO - Minimum Distance Statistics (km): 2025-04-20 16:23:17,219 - INFO - Mean: 4.8988 2025-04-20 16:23:17,219 - INFO - Median: 4.4530 2025-04-20 16:23:17,219 - INFO - Min: 0.3763 2025-04-20 16:23:17,219 - INFO - Max: 26.6740 2025-04-20 16:23:17,219 - INFO - Std: 3.0049 2025-04-20 16:23:17,219 - INFO - OC Distribution Statistics: 2025-04-20 16:23:17,219 - INFO - Validation Mean: 16.8163 2025-04-20 16:23:17,219 - INFO - Validation Std: 8.1386 2025-04-20 16:23:17,219 - INFO - Training Mean: 23.1398 2025-04-20 16:23:17,219 - INFO - Training Std: 20.4292 2025-04-20 16:23:17,219 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 16:23:17,220 - INFO - KS Statistic: 0.1896 2025-04-20 16:23:17,220 - INFO - P-value: 0.0000 2025-04-20 16:23:17,220 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 16:23:17,220 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 17:32:58,815 - INFO - Validation and Training Set Split Statistics 2025-04-20 17:32:58,815 - INFO - Timestamp: 2025-04-20 17:32:58 2025-04-20 17:32:58,815 - INFO - Validation set size: 1625 (9.84%) 2025-04-20 17:32:58,815 - INFO - Training set size: 14889 (90.16%) 2025-04-20 17:32:58,815 - INFO - Minimum Distance Statistics (km): 2025-04-20 17:32:58,815 - INFO - Mean: 4.4314 2025-04-20 17:32:58,815 - INFO - Median: 3.8005 2025-04-20 17:32:58,815 - INFO - Min: 0.3763 2025-04-20 17:32:58,815 - INFO - Max: 20.3992 2025-04-20 17:32:58,815 - INFO - Std: 2.7074 2025-04-20 17:32:58,815 - INFO - OC Distribution Statistics: 2025-04-20 17:32:58,815 - INFO - Validation Mean: 17.5217 2025-04-20 17:32:58,815 - INFO - Validation Std: 8.4147 2025-04-20 17:32:58,815 - INFO - Training Mean: 23.0730 2025-04-20 17:32:58,815 - INFO - Training Std: 20.4517 2025-04-20 17:32:58,816 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 17:32:58,816 - INFO - KS Statistic: 0.1254 2025-04-20 17:32:58,816 - INFO - P-value: 0.0000 2025-04-20 17:32:58,816 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 17:32:58,816 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 17:32:59,161 - INFO - Validation and Training Set Split Statistics 2025-04-20 17:32:59,162 - INFO - Timestamp: 2025-04-20 17:32:59 2025-04-20 17:32:59,162 - INFO - Validation set size: 1752 (10.61%) 2025-04-20 17:32:59,162 - INFO - Training set size: 14762 (89.39%) 2025-04-20 17:32:59,162 - INFO - Minimum Distance Statistics (km): 2025-04-20 17:32:59,162 - INFO - Mean: 5.0854 2025-04-20 17:32:59,162 - INFO - Median: 4.2320 2025-04-20 17:32:59,162 - INFO - Min: 0.3763 2025-04-20 17:32:59,162 - INFO - Max: 20.3992 2025-04-20 17:32:59,162 - INFO - Std: 2.9891 2025-04-20 17:32:59,162 - INFO - OC Distribution Statistics: 2025-04-20 17:32:59,162 - INFO - Validation Mean: 17.2754 2025-04-20 17:32:59,162 - INFO - Validation Std: 8.3674 2025-04-20 17:32:59,162 - INFO - Training Mean: 23.1500 2025-04-20 17:32:59,162 - INFO - Training Std: 20.5122 2025-04-20 17:32:59,162 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 17:32:59,162 - INFO - KS Statistic: 0.1557 2025-04-20 17:32:59,162 - INFO - P-value: 0.0000 2025-04-20 17:32:59,162 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 17:32:59,162 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 17:32:59,258 - INFO - Validation and Training Set Split Statistics 2025-04-20 17:32:59,258 - INFO - Timestamp: 2025-04-20 17:32:59 2025-04-20 17:32:59,258 - INFO - Validation set size: 1832 (11.09%) 2025-04-20 17:32:59,258 - INFO - Training set size: 14682 (88.91%) 2025-04-20 17:32:59,258 - INFO - Minimum Distance Statistics (km): 2025-04-20 17:32:59,258 - INFO - Mean: 4.7595 2025-04-20 17:32:59,258 - INFO - Median: 4.3997 2025-04-20 17:32:59,258 - INFO - Min: 0.3763 2025-04-20 17:32:59,258 - INFO - Max: 18.4150 2025-04-20 17:32:59,258 - INFO - Std: 2.7800 2025-04-20 17:32:59,258 - INFO - OC Distribution Statistics: 2025-04-20 17:32:59,258 - INFO - Validation Mean: 17.2343 2025-04-20 17:32:59,258 - INFO - Validation Std: 8.1086 2025-04-20 17:32:59,258 - INFO - Training Mean: 23.1872 2025-04-20 17:32:59,258 - INFO - Training Std: 20.5656 2025-04-20 17:32:59,258 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 17:32:59,258 - INFO - KS Statistic: 0.1800 2025-04-20 17:32:59,258 - INFO - P-value: 0.0000 2025-04-20 17:32:59,258 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 17:32:59,258 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 17:32:59,908 - INFO - Validation and Training Set Split Statistics 2025-04-20 17:32:59,908 - INFO - Timestamp: 2025-04-20 17:32:59 2025-04-20 17:32:59,908 - INFO - Validation set size: 1343 (8.13%) 2025-04-20 17:32:59,908 - INFO - Training set size: 15171 (91.87%) 2025-04-20 17:32:59,908 - INFO - Minimum Distance Statistics (km): 2025-04-20 17:32:59,908 - INFO - Mean: 4.8474 2025-04-20 17:32:59,908 - INFO - Median: 4.0191 2025-04-20 17:32:59,908 - INFO - Min: 0.0712 2025-04-20 17:32:59,908 - INFO - Max: 23.3270 2025-04-20 17:32:59,908 - INFO - Std: 3.1443 2025-04-20 17:32:59,908 - INFO - OC Distribution Statistics: 2025-04-20 17:32:59,908 - INFO - Validation Mean: 17.5737 2025-04-20 17:32:59,908 - INFO - Validation Std: 8.7974 2025-04-20 17:32:59,908 - INFO - Training Mean: 22.9653 2025-04-20 17:32:59,908 - INFO - Training Std: 20.2939 2025-04-20 17:32:59,908 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 17:32:59,908 - INFO - KS Statistic: 0.1352 2025-04-20 17:32:59,908 - INFO - P-value: 0.0000 2025-04-20 17:32:59,909 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 17:32:59,909 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 23:20:00,327 - INFO - Validation and Training Set Split Statistics 2025-04-20 23:20:00,327 - INFO - Timestamp: 2025-04-20 23:20:00 2025-04-20 23:20:00,328 - INFO - Validation set size: 1348 (8.16%) 2025-04-20 23:20:00,328 - INFO - Training set size: 15166 (91.84%) 2025-04-20 23:20:00,328 - INFO - Minimum Distance Statistics (km): 2025-04-20 23:20:00,328 - INFO - Mean: 4.8966 2025-04-20 23:20:00,328 - INFO - Median: 4.0352 2025-04-20 23:20:00,328 - INFO - Min: 0.3424 2025-04-20 23:20:00,328 - INFO - Max: 17.1898 2025-04-20 23:20:00,328 - INFO - Std: 2.9343 2025-04-20 23:20:00,328 - INFO - OC Distribution Statistics: 2025-04-20 23:20:00,328 - INFO - Validation Mean: 17.2109 2025-04-20 23:20:00,328 - INFO - Validation Std: 8.3515 2025-04-20 23:20:00,328 - INFO - Training Mean: 22.9993 2025-04-20 23:20:00,328 - INFO - Training Std: 20.3042 2025-04-20 23:20:00,328 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 23:20:00,328 - INFO - KS Statistic: 0.1608 2025-04-20 23:20:00,328 - INFO - P-value: 0.0000 2025-04-20 23:20:00,328 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 23:20:00,328 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 23:20:01,516 - INFO - Validation and Training Set Split Statistics 2025-04-20 23:20:01,516 - INFO - Timestamp: 2025-04-20 23:20:01 2025-04-20 23:20:01,517 - INFO - Validation set size: 1364 (8.26%) 2025-04-20 23:20:01,517 - INFO - Training set size: 15150 (91.74%) 2025-04-20 23:20:01,517 - INFO - Minimum Distance Statistics (km): 2025-04-20 23:20:01,517 - INFO - Mean: 4.8411 2025-04-20 23:20:01,517 - INFO - Median: 3.9312 2025-04-20 23:20:01,517 - INFO - Min: 0.0219 2025-04-20 23:20:01,517 - INFO - Max: 17.1898 2025-04-20 23:20:01,517 - INFO - Std: 3.1809 2025-04-20 23:20:01,517 - INFO - OC Distribution Statistics: 2025-04-20 23:20:01,517 - INFO - Validation Mean: 18.1538 2025-04-20 23:20:01,517 - INFO - Validation Std: 9.3310 2025-04-20 23:20:01,517 - INFO - Training Mean: 22.9205 2025-04-20 23:20:01,517 - INFO - Training Std: 20.2959 2025-04-20 23:20:01,517 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 23:20:01,517 - INFO - KS Statistic: 0.1073 2025-04-20 23:20:01,517 - INFO - P-value: 0.0000 2025-04-20 23:20:01,517 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 23:20:01,517 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 23:20:03,576 - INFO - Validation and Training Set Split Statistics 2025-04-20 23:20:03,576 - INFO - Timestamp: 2025-04-20 23:20:03 2025-04-20 23:20:03,576 - INFO - Validation set size: 1554 (9.41%) 2025-04-20 23:20:03,576 - INFO - Training set size: 14960 (90.59%) 2025-04-20 23:20:03,576 - INFO - Minimum Distance Statistics (km): 2025-04-20 23:20:03,576 - INFO - Mean: 4.7096 2025-04-20 23:20:03,576 - INFO - Median: 3.8154 2025-04-20 23:20:03,576 - INFO - Min: 0.3705 2025-04-20 23:20:03,576 - INFO - Max: 18.4150 2025-04-20 23:20:03,576 - INFO - Std: 3.1502 2025-04-20 23:20:03,576 - INFO - OC Distribution Statistics: 2025-04-20 23:20:03,576 - INFO - Validation Mean: 17.2812 2025-04-20 23:20:03,577 - INFO - Validation Std: 8.5726 2025-04-20 23:20:03,577 - INFO - Training Mean: 23.0717 2025-04-20 23:20:03,577 - INFO - Training Std: 20.4011 2025-04-20 23:20:03,577 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 23:20:03,577 - INFO - KS Statistic: 0.1554 2025-04-20 23:20:03,577 - INFO - P-value: 0.0000 2025-04-20 23:20:03,577 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 23:20:03,577 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-20 23:20:03,796 - INFO - Validation and Training Set Split Statistics 2025-04-20 23:20:03,796 - INFO - Timestamp: 2025-04-20 23:20:03 2025-04-20 23:20:03,796 - INFO - Validation set size: 1562 (9.46%) 2025-04-20 23:20:03,796 - INFO - Training set size: 14952 (90.54%) 2025-04-20 23:20:03,796 - INFO - Minimum Distance Statistics (km): 2025-04-20 23:20:03,796 - INFO - Mean: 4.8106 2025-04-20 23:20:03,796 - INFO - Median: 4.2533 2025-04-20 23:20:03,796 - INFO - Min: 0.0819 2025-04-20 23:20:03,796 - INFO - Max: 18.9773 2025-04-20 23:20:03,796 - INFO - Std: 2.8678 2025-04-20 23:20:03,796 - INFO - OC Distribution Statistics: 2025-04-20 23:20:03,796 - INFO - Validation Mean: 17.3744 2025-04-20 23:20:03,796 - INFO - Validation Std: 8.6397 2025-04-20 23:20:03,796 - INFO - Training Mean: 23.0650 2025-04-20 23:20:03,796 - INFO - Training Std: 20.4050 2025-04-20 23:20:03,796 - INFO - Kolmogorov-Smirnov Test: 2025-04-20 23:20:03,796 - INFO - KS Statistic: 0.1589 2025-04-20 23:20:03,796 - INFO - P-value: 0.0000 2025-04-20 23:20:03,796 - INFO - Distribution Fit: Inverse Gamma 2025-04-20 23:20:03,796 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:23:43,250 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:23:43,251 - INFO - Timestamp: 2025-04-21 00:23:43 2025-04-21 00:23:43,251 - INFO - Validation set size: 1484 (8.99%) 2025-04-21 00:23:43,251 - INFO - Training set size: 15030 (91.01%) 2025-04-21 00:23:43,251 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:23:43,251 - INFO - Mean: 5.0474 2025-04-21 00:23:43,251 - INFO - Median: 4.4895 2025-04-21 00:23:43,251 - INFO - Min: 0.0219 2025-04-21 00:23:43,251 - INFO - Max: 20.3992 2025-04-21 00:23:43,251 - INFO - Std: 2.9602 2025-04-21 00:23:43,251 - INFO - OC Distribution Statistics: 2025-04-21 00:23:43,251 - INFO - Validation Mean: 17.4610 2025-04-21 00:23:43,251 - INFO - Validation Std: 8.8749 2025-04-21 00:23:43,251 - INFO - Training Mean: 23.0270 2025-04-21 00:23:43,251 - INFO - Training Std: 20.3579 2025-04-21 00:23:43,251 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:23:43,251 - INFO - KS Statistic: 0.1271 2025-04-21 00:23:43,251 - INFO - P-value: 0.0000 2025-04-21 00:23:43,251 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:23:43,251 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:23:43,409 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:23:43,409 - INFO - Timestamp: 2025-04-21 00:23:43 2025-04-21 00:23:43,409 - INFO - Validation set size: 1539 (9.32%) 2025-04-21 00:23:43,409 - INFO - Training set size: 14975 (90.68%) 2025-04-21 00:23:43,409 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:23:43,409 - INFO - Mean: 4.9437 2025-04-21 00:23:43,409 - INFO - Median: 4.3127 2025-04-21 00:23:43,409 - INFO - Min: 0.0406 2025-04-21 00:23:43,409 - INFO - Max: 20.3992 2025-04-21 00:23:43,409 - INFO - Std: 3.0905 2025-04-21 00:23:43,409 - INFO - OC Distribution Statistics: 2025-04-21 00:23:43,409 - INFO - Validation Mean: 17.6956 2025-04-21 00:23:43,409 - INFO - Validation Std: 8.7063 2025-04-21 00:23:43,409 - INFO - Training Mean: 23.0233 2025-04-21 00:23:43,409 - INFO - Training Std: 20.3993 2025-04-21 00:23:43,409 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:23:43,409 - INFO - KS Statistic: 0.1119 2025-04-21 00:23:43,409 - INFO - P-value: 0.0000 2025-04-21 00:23:43,409 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:23:43,409 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:23:43,661 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:23:43,662 - INFO - Timestamp: 2025-04-21 00:23:43 2025-04-21 00:23:43,662 - INFO - Validation set size: 1581 (9.57%) 2025-04-21 00:23:43,662 - INFO - Training set size: 14933 (90.43%) 2025-04-21 00:23:43,662 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:23:43,662 - INFO - Mean: 4.8819 2025-04-21 00:23:43,662 - INFO - Median: 4.2214 2025-04-21 00:23:43,662 - INFO - Min: 0.0655 2025-04-21 00:23:43,662 - INFO - Max: 20.8290 2025-04-21 00:23:43,662 - INFO - Std: 2.8816 2025-04-21 00:23:43,662 - INFO - OC Distribution Statistics: 2025-04-21 00:23:43,662 - INFO - Validation Mean: 17.9111 2025-04-21 00:23:43,662 - INFO - Validation Std: 9.1277 2025-04-21 00:23:43,662 - INFO - Training Mean: 23.0155 2025-04-21 00:23:43,662 - INFO - Training Std: 20.4072 2025-04-21 00:23:43,662 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:23:43,662 - INFO - KS Statistic: 0.1367 2025-04-21 00:23:43,662 - INFO - P-value: 0.0000 2025-04-21 00:23:43,662 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:23:43,662 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:23:44,082 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:23:44,082 - INFO - Timestamp: 2025-04-21 00:23:44 2025-04-21 00:23:44,082 - INFO - Validation set size: 1443 (8.74%) 2025-04-21 00:23:44,082 - INFO - Training set size: 15071 (91.26%) 2025-04-21 00:23:44,082 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:23:44,082 - INFO - Mean: 5.4381 2025-04-21 00:23:44,082 - INFO - Median: 4.4602 2025-04-21 00:23:44,082 - INFO - Min: 0.4134 2025-04-21 00:23:44,082 - INFO - Max: 26.6740 2025-04-21 00:23:44,082 - INFO - Std: 3.2942 2025-04-21 00:23:44,082 - INFO - OC Distribution Statistics: 2025-04-21 00:23:44,083 - INFO - Validation Mean: 17.3597 2025-04-21 00:23:44,083 - INFO - Validation Std: 8.5073 2025-04-21 00:23:44,083 - INFO - Training Mean: 23.0215 2025-04-21 00:23:44,083 - INFO - Training Std: 20.3499 2025-04-21 00:23:44,083 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:23:44,083 - INFO - KS Statistic: 0.1670 2025-04-21 00:23:44,083 - INFO - P-value: 0.0000 2025-04-21 00:23:44,083 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:23:44,083 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:58:01,285 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:58:01,285 - INFO - Timestamp: 2025-04-21 00:58:01 2025-04-21 00:58:01,285 - INFO - Validation set size: 1370 (8.30%) 2025-04-21 00:58:01,285 - INFO - Training set size: 15144 (91.70%) 2025-04-21 00:58:01,285 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:58:01,285 - INFO - Mean: 4.8126 2025-04-21 00:58:01,285 - INFO - Median: 4.3484 2025-04-21 00:58:01,285 - INFO - Min: 0.4134 2025-04-21 00:58:01,285 - INFO - Max: 18.8528 2025-04-21 00:58:01,285 - INFO - Std: 2.8140 2025-04-21 00:58:01,285 - INFO - OC Distribution Statistics: 2025-04-21 00:58:01,285 - INFO - Validation Mean: 18.0476 2025-04-21 00:58:01,285 - INFO - Validation Std: 9.4825 2025-04-21 00:58:01,285 - INFO - Training Mean: 22.9320 2025-04-21 00:58:01,285 - INFO - Training Std: 20.2902 2025-04-21 00:58:01,285 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:58:01,285 - INFO - KS Statistic: 0.1142 2025-04-21 00:58:01,285 - INFO - P-value: 0.0000 2025-04-21 00:58:01,285 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:58:01,285 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:58:05,315 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:58:05,315 - INFO - Timestamp: 2025-04-21 00:58:05 2025-04-21 00:58:05,315 - INFO - Validation set size: 1622 (9.82%) 2025-04-21 00:58:05,315 - INFO - Training set size: 14892 (90.18%) 2025-04-21 00:58:05,315 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:58:05,315 - INFO - Mean: 5.1304 2025-04-21 00:58:05,315 - INFO - Median: 4.4690 2025-04-21 00:58:05,315 - INFO - Min: 0.0358 2025-04-21 00:58:05,315 - INFO - Max: 18.8528 2025-04-21 00:58:05,315 - INFO - Std: 2.9674 2025-04-21 00:58:05,315 - INFO - OC Distribution Statistics: 2025-04-21 00:58:05,315 - INFO - Validation Mean: 17.7292 2025-04-21 00:58:05,315 - INFO - Validation Std: 8.8058 2025-04-21 00:58:05,315 - INFO - Training Mean: 23.0493 2025-04-21 00:58:05,315 - INFO - Training Std: 20.4382 2025-04-21 00:58:05,315 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:58:05,315 - INFO - KS Statistic: 0.1312 2025-04-21 00:58:05,315 - INFO - P-value: 0.0000 2025-04-21 00:58:05,315 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:58:05,316 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:58:05,617 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:58:05,617 - INFO - Timestamp: 2025-04-21 00:58:05 2025-04-21 00:58:05,617 - INFO - Validation set size: 1708 (10.34%) 2025-04-21 00:58:05,617 - INFO - Training set size: 14806 (89.66%) 2025-04-21 00:58:05,617 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:58:05,617 - INFO - Mean: 4.7864 2025-04-21 00:58:05,617 - INFO - Median: 4.2382 2025-04-21 00:58:05,617 - INFO - Min: 0.0655 2025-04-21 00:58:05,617 - INFO - Max: 16.4391 2025-04-21 00:58:05,617 - INFO - Std: 2.8026 2025-04-21 00:58:05,617 - INFO - OC Distribution Statistics: 2025-04-21 00:58:05,617 - INFO - Validation Mean: 17.0716 2025-04-21 00:58:05,618 - INFO - Validation Std: 8.5681 2025-04-21 00:58:05,618 - INFO - Training Mean: 23.1561 2025-04-21 00:58:05,618 - INFO - Training Std: 20.4729 2025-04-21 00:58:05,618 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:58:05,618 - INFO - KS Statistic: 0.1703 2025-04-21 00:58:05,618 - INFO - P-value: 0.0000 2025-04-21 00:58:05,618 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:58:05,618 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 00:58:19,159 - INFO - Validation and Training Set Split Statistics 2025-04-21 00:58:19,160 - INFO - Timestamp: 2025-04-21 00:58:19 2025-04-21 00:58:19,160 - INFO - Validation set size: 1385 (8.39%) 2025-04-21 00:58:19,160 - INFO - Training set size: 15129 (91.61%) 2025-04-21 00:58:19,160 - INFO - Minimum Distance Statistics (km): 2025-04-21 00:58:19,160 - INFO - Mean: 4.7208 2025-04-21 00:58:19,160 - INFO - Median: 4.2801 2025-04-21 00:58:19,160 - INFO - Min: 0.0406 2025-04-21 00:58:19,160 - INFO - Max: 18.8528 2025-04-21 00:58:19,160 - INFO - Std: 2.5195 2025-04-21 00:58:19,160 - INFO - OC Distribution Statistics: 2025-04-21 00:58:19,160 - INFO - Validation Mean: 17.6834 2025-04-21 00:58:19,160 - INFO - Validation Std: 8.4582 2025-04-21 00:58:19,160 - INFO - Training Mean: 22.9702 2025-04-21 00:58:19,160 - INFO - Training Std: 20.3306 2025-04-21 00:58:19,160 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 00:58:19,160 - INFO - KS Statistic: 0.1303 2025-04-21 00:58:19,160 - INFO - P-value: 0.0000 2025-04-21 00:58:19,160 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 00:58:19,160 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 02:07:18,266 - INFO - Validation and Training Set Split Statistics 2025-04-21 02:07:18,266 - INFO - Timestamp: 2025-04-21 02:07:18 2025-04-21 02:07:18,266 - INFO - Validation set size: 1387 (8.40%) 2025-04-21 02:07:18,267 - INFO - Training set size: 15127 (91.60%) 2025-04-21 02:07:18,267 - INFO - Minimum Distance Statistics (km): 2025-04-21 02:07:18,267 - INFO - Mean: 5.1085 2025-04-21 02:07:18,267 - INFO - Median: 4.4375 2025-04-21 02:07:18,267 - INFO - Min: 0.3763 2025-04-21 02:07:18,267 - INFO - Max: 16.4391 2025-04-21 02:07:18,267 - INFO - Std: 2.6804 2025-04-21 02:07:18,267 - INFO - OC Distribution Statistics: 2025-04-21 02:07:18,267 - INFO - Validation Mean: 16.6458 2025-04-21 02:07:18,267 - INFO - Validation Std: 7.2938 2025-04-21 02:07:18,267 - INFO - Training Mean: 23.0660 2025-04-21 02:07:18,267 - INFO - Training Std: 20.3456 2025-04-21 02:07:18,267 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 02:07:18,267 - INFO - KS Statistic: 0.1821 2025-04-21 02:07:18,267 - INFO - P-value: 0.0000 2025-04-21 02:07:18,267 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 02:07:18,267 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 02:07:20,904 - INFO - Validation and Training Set Split Statistics 2025-04-21 02:07:20,905 - INFO - Timestamp: 2025-04-21 02:07:20 2025-04-21 02:07:20,905 - INFO - Validation set size: 1823 (11.04%) 2025-04-21 02:07:20,905 - INFO - Training set size: 14691 (88.96%) 2025-04-21 02:07:20,905 - INFO - Minimum Distance Statistics (km): 2025-04-21 02:07:20,905 - INFO - Mean: 4.6788 2025-04-21 02:07:20,905 - INFO - Median: 3.9027 2025-04-21 02:07:20,905 - INFO - Min: 0.0712 2025-04-21 02:07:20,905 - INFO - Max: 18.8528 2025-04-21 02:07:20,905 - INFO - Std: 3.0015 2025-04-21 02:07:20,905 - INFO - OC Distribution Statistics: 2025-04-21 02:07:20,905 - INFO - Validation Mean: 17.0075 2025-04-21 02:07:20,905 - INFO - Validation Std: 9.0628 2025-04-21 02:07:20,905 - INFO - Training Mean: 23.2117 2025-04-21 02:07:20,905 - INFO - Training Std: 20.5030 2025-04-21 02:07:20,905 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 02:07:20,905 - INFO - KS Statistic: 0.1731 2025-04-21 02:07:20,905 - INFO - P-value: 0.0000 2025-04-21 02:07:20,905 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 02:07:20,905 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 02:07:21,175 - INFO - Validation and Training Set Split Statistics 2025-04-21 02:07:21,175 - INFO - Timestamp: 2025-04-21 02:07:21 2025-04-21 02:07:21,175 - INFO - Validation set size: 1632 (9.88%) 2025-04-21 02:07:21,175 - INFO - Training set size: 14882 (90.12%) 2025-04-21 02:07:21,175 - INFO - Minimum Distance Statistics (km): 2025-04-21 02:07:21,175 - INFO - Mean: 4.8322 2025-04-21 02:07:21,175 - INFO - Median: 4.3625 2025-04-21 02:07:21,175 - INFO - Min: 0.3705 2025-04-21 02:07:21,175 - INFO - Max: 18.8528 2025-04-21 02:07:21,175 - INFO - Std: 2.7831 2025-04-21 02:07:21,175 - INFO - OC Distribution Statistics: 2025-04-21 02:07:21,175 - INFO - Validation Mean: 17.1144 2025-04-21 02:07:21,175 - INFO - Validation Std: 8.7079 2025-04-21 02:07:21,175 - INFO - Training Mean: 23.1203 2025-04-21 02:07:21,175 - INFO - Training Std: 20.4292 2025-04-21 02:07:21,175 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 02:07:21,175 - INFO - KS Statistic: 0.1623 2025-04-21 02:07:21,175 - INFO - P-value: 0.0000 2025-04-21 02:07:21,175 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 02:07:21,175 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 02:07:39,777 - INFO - Validation and Training Set Split Statistics 2025-04-21 02:07:39,777 - INFO - Timestamp: 2025-04-21 02:07:39 2025-04-21 02:07:39,777 - INFO - Validation set size: 1501 (9.09%) 2025-04-21 02:07:39,777 - INFO - Training set size: 15013 (90.91%) 2025-04-21 02:07:39,777 - INFO - Minimum Distance Statistics (km): 2025-04-21 02:07:39,777 - INFO - Mean: 4.7464 2025-04-21 02:07:39,777 - INFO - Median: 4.0653 2025-04-21 02:07:39,777 - INFO - Min: 0.0519 2025-04-21 02:07:39,777 - INFO - Max: 18.8528 2025-04-21 02:07:39,777 - INFO - Std: 2.8561 2025-04-21 02:07:39,777 - INFO - OC Distribution Statistics: 2025-04-21 02:07:39,777 - INFO - Validation Mean: 17.3850 2025-04-21 02:07:39,777 - INFO - Validation Std: 8.7608 2025-04-21 02:07:39,777 - INFO - Training Mean: 23.0409 2025-04-21 02:07:39,777 - INFO - Training Std: 20.3693 2025-04-21 02:07:39,777 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 02:07:39,777 - INFO - KS Statistic: 0.1504 2025-04-21 02:07:39,777 - INFO - P-value: 0.0000 2025-04-21 02:07:39,777 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 02:07:39,777 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 15:25:08,626 - INFO - Validation and Training Set Split Statistics 2025-04-21 15:25:08,626 - INFO - Timestamp: 2025-04-21 15:25:08 2025-04-21 15:25:08,626 - INFO - Validation set size: 1349 (8.17%) 2025-04-21 15:25:08,626 - INFO - Training set size: 15165 (91.83%) 2025-04-21 15:25:08,626 - INFO - Minimum Distance Statistics (km): 2025-04-21 15:25:08,626 - INFO - Mean: 5.5980 2025-04-21 15:25:08,626 - INFO - Median: 5.2044 2025-04-21 15:25:08,626 - INFO - Min: 0.3763 2025-04-21 15:25:08,626 - INFO - Max: 18.8528 2025-04-21 15:25:08,626 - INFO - Std: 3.0572 2025-04-21 15:25:08,626 - INFO - OC Distribution Statistics: 2025-04-21 15:25:08,627 - INFO - Validation Mean: 17.1680 2025-04-21 15:25:08,627 - INFO - Validation Std: 8.1987 2025-04-21 15:25:08,627 - INFO - Training Mean: 23.0035 2025-04-21 15:25:08,627 - INFO - Training Std: 20.3092 2025-04-21 15:25:08,627 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 15:25:08,627 - INFO - KS Statistic: 0.1368 2025-04-21 15:25:08,627 - INFO - P-value: 0.0000 2025-04-21 15:25:08,627 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 15:25:08,627 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 15:25:13,163 - INFO - Validation and Training Set Split Statistics 2025-04-21 15:25:13,163 - INFO - Timestamp: 2025-04-21 15:25:13 2025-04-21 15:25:13,163 - INFO - Validation set size: 1528 (9.25%) 2025-04-21 15:25:13,163 - INFO - Training set size: 14986 (90.75%) 2025-04-21 15:25:13,163 - INFO - Minimum Distance Statistics (km): 2025-04-21 15:25:13,163 - INFO - Mean: 4.8043 2025-04-21 15:25:13,163 - INFO - Median: 4.1302 2025-04-21 15:25:13,163 - INFO - Min: 0.3705 2025-04-21 15:25:13,163 - INFO - Max: 20.3992 2025-04-21 15:25:13,164 - INFO - Std: 2.8213 2025-04-21 15:25:13,164 - INFO - OC Distribution Statistics: 2025-04-21 15:25:13,164 - INFO - Validation Mean: 17.5714 2025-04-21 15:25:13,164 - INFO - Validation Std: 9.1471 2025-04-21 15:25:13,164 - INFO - Training Mean: 23.0320 2025-04-21 15:25:13,164 - INFO - Training Std: 20.3707 2025-04-21 15:25:13,164 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 15:25:13,164 - INFO - KS Statistic: 0.1655 2025-04-21 15:25:13,164 - INFO - P-value: 0.0000 2025-04-21 15:25:13,164 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 15:25:13,164 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 15:25:13,478 - INFO - Validation and Training Set Split Statistics 2025-04-21 15:25:13,478 - INFO - Timestamp: 2025-04-21 15:25:13 2025-04-21 15:25:13,478 - INFO - Validation set size: 1693 (10.25%) 2025-04-21 15:25:13,478 - INFO - Training set size: 14821 (89.75%) 2025-04-21 15:25:13,478 - INFO - Minimum Distance Statistics (km): 2025-04-21 15:25:13,478 - INFO - Mean: 5.0695 2025-04-21 15:25:13,478 - INFO - Median: 4.4245 2025-04-21 15:25:13,478 - INFO - Min: 0.3705 2025-04-21 15:25:13,478 - INFO - Max: 16.4391 2025-04-21 15:25:13,478 - INFO - Std: 2.8680 2025-04-21 15:25:13,478 - INFO - OC Distribution Statistics: 2025-04-21 15:25:13,478 - INFO - Validation Mean: 17.6899 2025-04-21 15:25:13,478 - INFO - Validation Std: 8.9997 2025-04-21 15:25:13,478 - INFO - Training Mean: 23.0793 2025-04-21 15:25:13,478 - INFO - Training Std: 20.4639 2025-04-21 15:25:13,478 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 15:25:13,478 - INFO - KS Statistic: 0.1379 2025-04-21 15:25:13,479 - INFO - P-value: 0.0000 2025-04-21 15:25:13,479 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 15:25:13,479 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-21 15:25:14,583 - INFO - Validation and Training Set Split Statistics 2025-04-21 15:25:14,583 - INFO - Timestamp: 2025-04-21 15:25:14 2025-04-21 15:25:14,583 - INFO - Validation set size: 1499 (9.08%) 2025-04-21 15:25:14,583 - INFO - Training set size: 15015 (90.92%) 2025-04-21 15:25:14,583 - INFO - Minimum Distance Statistics (km): 2025-04-21 15:25:14,583 - INFO - Mean: 4.8553 2025-04-21 15:25:14,583 - INFO - Median: 4.3127 2025-04-21 15:25:14,583 - INFO - Min: 0.0712 2025-04-21 15:25:14,583 - INFO - Max: 17.8824 2025-04-21 15:25:14,583 - INFO - Std: 2.9486 2025-04-21 15:25:14,583 - INFO - OC Distribution Statistics: 2025-04-21 15:25:14,583 - INFO - Validation Mean: 16.9803 2025-04-21 15:25:14,583 - INFO - Validation Std: 8.7560 2025-04-21 15:25:14,583 - INFO - Training Mean: 23.0805 2025-04-21 15:25:14,583 - INFO - Training Std: 20.3568 2025-04-21 15:25:14,583 - INFO - Kolmogorov-Smirnov Test: 2025-04-21 15:25:14,583 - INFO - KS Statistic: 0.1592 2025-04-21 15:25:14,583 - INFO - P-value: 0.0000 2025-04-21 15:25:14,583 - INFO - Distribution Fit: Inverse Gamma 2025-04-21 15:25:14,583 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:21,443 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:21,443 - INFO - Timestamp: 2025-04-22 10:30:21 2025-04-22 10:30:21,443 - INFO - Validation set size: 1365 (8.27%) 2025-04-22 10:30:21,443 - INFO - Training set size: 15149 (91.73%) 2025-04-22 10:30:21,443 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:21,443 - INFO - Mean: 5.1066 2025-04-22 10:30:21,443 - INFO - Median: 4.4306 2025-04-22 10:30:21,443 - INFO - Min: 0.4134 2025-04-22 10:30:21,443 - INFO - Max: 18.8528 2025-04-22 10:30:21,443 - INFO - Std: 2.9939 2025-04-22 10:30:21,443 - INFO - OC Distribution Statistics: 2025-04-22 10:30:21,443 - INFO - Validation Mean: 17.6593 2025-04-22 10:30:21,443 - INFO - Validation Std: 8.2611 2025-04-22 10:30:21,443 - INFO - Training Mean: 22.9654 2025-04-22 10:30:21,444 - INFO - Training Std: 20.3271 2025-04-22 10:30:21,444 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:21,444 - INFO - KS Statistic: 0.1206 2025-04-22 10:30:21,444 - INFO - P-value: 0.0000 2025-04-22 10:30:21,444 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:21,444 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:24,995 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:24,995 - INFO - Timestamp: 2025-04-22 10:30:24 2025-04-22 10:30:24,995 - INFO - Validation set size: 1504 (9.11%) 2025-04-22 10:30:24,995 - INFO - Training set size: 15010 (90.89%) 2025-04-22 10:30:24,995 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:24,995 - INFO - Mean: 4.9028 2025-04-22 10:30:24,995 - INFO - Median: 4.2551 2025-04-22 10:30:24,995 - INFO - Min: 0.3763 2025-04-22 10:30:24,995 - INFO - Max: 20.3992 2025-04-22 10:30:24,995 - INFO - Std: 3.0186 2025-04-22 10:30:24,995 - INFO - OC Distribution Statistics: 2025-04-22 10:30:24,995 - INFO - Validation Mean: 17.5883 2025-04-22 10:30:24,995 - INFO - Validation Std: 8.6667 2025-04-22 10:30:24,995 - INFO - Training Mean: 23.0216 2025-04-22 10:30:24,995 - INFO - Training Std: 20.3803 2025-04-22 10:30:24,995 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:24,995 - INFO - KS Statistic: 0.1325 2025-04-22 10:30:24,995 - INFO - P-value: 0.0000 2025-04-22 10:30:24,995 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:24,995 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:25,074 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:25,074 - INFO - Timestamp: 2025-04-22 10:30:25 2025-04-22 10:30:25,074 - INFO - Validation set size: 1584 (9.59%) 2025-04-22 10:30:25,074 - INFO - Training set size: 14930 (90.41%) 2025-04-22 10:30:25,074 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:25,074 - INFO - Mean: 5.0301 2025-04-22 10:30:25,074 - INFO - Median: 4.3765 2025-04-22 10:30:25,074 - INFO - Min: 0.3763 2025-04-22 10:30:25,074 - INFO - Max: 20.8657 2025-04-22 10:30:25,074 - INFO - Std: 3.1060 2025-04-22 10:30:25,074 - INFO - OC Distribution Statistics: 2025-04-22 10:30:25,074 - INFO - Validation Mean: 17.2535 2025-04-22 10:30:25,074 - INFO - Validation Std: 7.9594 2025-04-22 10:30:25,074 - INFO - Training Mean: 23.0863 2025-04-22 10:30:25,074 - INFO - Training Std: 20.4418 2025-04-22 10:30:25,074 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:25,074 - INFO - KS Statistic: 0.1540 2025-04-22 10:30:25,074 - INFO - P-value: 0.0000 2025-04-22 10:30:25,074 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:25,074 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:25,382 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:25,382 - INFO - Timestamp: 2025-04-22 10:30:25 2025-04-22 10:30:25,382 - INFO - Validation set size: 1967 (11.91%) 2025-04-22 10:30:25,382 - INFO - Training set size: 14547 (88.09%) 2025-04-22 10:30:25,382 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:25,382 - INFO - Mean: 4.9214 2025-04-22 10:30:25,382 - INFO - Median: 4.4202 2025-04-22 10:30:25,382 - INFO - Min: 0.0712 2025-04-22 10:30:25,382 - INFO - Max: 26.6740 2025-04-22 10:30:25,382 - INFO - Std: 3.0978 2025-04-22 10:30:25,382 - INFO - OC Distribution Statistics: 2025-04-22 10:30:25,382 - INFO - Validation Mean: 16.5157 2025-04-22 10:30:25,382 - INFO - Validation Std: 7.5641 2025-04-22 10:30:25,382 - INFO - Training Mean: 23.3396 2025-04-22 10:30:25,382 - INFO - Training Std: 20.6358 2025-04-22 10:30:25,382 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:25,382 - INFO - KS Statistic: 0.2062 2025-04-22 10:30:25,382 - INFO - P-value: 0.0000 2025-04-22 10:30:25,382 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:25,382 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:25,779 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:25,780 - INFO - Timestamp: 2025-04-22 10:30:25 2025-04-22 10:30:25,780 - INFO - Validation set size: 1476 (8.94%) 2025-04-22 10:30:25,780 - INFO - Training set size: 15038 (91.06%) 2025-04-22 10:30:25,780 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:25,780 - INFO - Mean: 4.9871 2025-04-22 10:30:25,780 - INFO - Median: 4.3765 2025-04-22 10:30:25,780 - INFO - Min: 0.0358 2025-04-22 10:30:25,780 - INFO - Max: 22.8404 2025-04-22 10:30:25,780 - INFO - Std: 3.0652 2025-04-22 10:30:25,780 - INFO - OC Distribution Statistics: 2025-04-22 10:30:25,780 - INFO - Validation Mean: 17.7163 2025-04-22 10:30:25,780 - INFO - Validation Std: 8.7820 2025-04-22 10:30:25,780 - INFO - Training Mean: 22.9989 2025-04-22 10:30:25,780 - INFO - Training Std: 20.3646 2025-04-22 10:30:25,780 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:25,780 - INFO - KS Statistic: 0.1311 2025-04-22 10:30:25,780 - INFO - P-value: 0.0000 2025-04-22 10:30:25,780 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:25,780 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:25,842 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:25,842 - INFO - Timestamp: 2025-04-22 10:30:25 2025-04-22 10:30:25,842 - INFO - Validation set size: 1824 (11.05%) 2025-04-22 10:30:25,842 - INFO - Training set size: 14690 (88.95%) 2025-04-22 10:30:25,842 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:25,842 - INFO - Mean: 4.7175 2025-04-22 10:30:25,842 - INFO - Median: 4.3420 2025-04-22 10:30:25,842 - INFO - Min: 0.0665 2025-04-22 10:30:25,842 - INFO - Max: 20.3992 2025-04-22 10:30:25,842 - INFO - Std: 2.8331 2025-04-22 10:30:25,842 - INFO - OC Distribution Statistics: 2025-04-22 10:30:25,842 - INFO - Validation Mean: 17.3310 2025-04-22 10:30:25,842 - INFO - Validation Std: 8.4872 2025-04-22 10:30:25,842 - INFO - Training Mean: 23.1719 2025-04-22 10:30:25,842 - INFO - Training Std: 20.5458 2025-04-22 10:30:25,842 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:25,842 - INFO - KS Statistic: 0.1747 2025-04-22 10:30:25,842 - INFO - P-value: 0.0000 2025-04-22 10:30:25,842 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:25,842 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:26,450 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:26,451 - INFO - Timestamp: 2025-04-22 10:30:26 2025-04-22 10:30:26,451 - INFO - Validation set size: 1750 (10.60%) 2025-04-22 10:30:26,451 - INFO - Training set size: 14764 (89.40%) 2025-04-22 10:30:26,451 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:26,451 - INFO - Mean: 4.9083 2025-04-22 10:30:26,451 - INFO - Median: 4.4190 2025-04-22 10:30:26,451 - INFO - Min: 0.0712 2025-04-22 10:30:26,451 - INFO - Max: 18.8528 2025-04-22 10:30:26,451 - INFO - Std: 2.7821 2025-04-22 10:30:26,451 - INFO - OC Distribution Statistics: 2025-04-22 10:30:26,451 - INFO - Validation Mean: 17.3330 2025-04-22 10:30:26,451 - INFO - Validation Std: 7.9068 2025-04-22 10:30:26,451 - INFO - Training Mean: 23.1424 2025-04-22 10:30:26,452 - INFO - Training Std: 20.5348 2025-04-22 10:30:26,452 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:26,452 - INFO - KS Statistic: 0.1545 2025-04-22 10:30:26,452 - INFO - P-value: 0.0000 2025-04-22 10:30:26,452 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:26,452 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 10:30:27,193 - INFO - Validation and Training Set Split Statistics 2025-04-22 10:30:27,193 - INFO - Timestamp: 2025-04-22 10:30:27 2025-04-22 10:30:27,193 - INFO - Validation set size: 1419 (8.59%) 2025-04-22 10:30:27,193 - INFO - Training set size: 15095 (91.41%) 2025-04-22 10:30:27,193 - INFO - Minimum Distance Statistics (km): 2025-04-22 10:30:27,193 - INFO - Mean: 4.8545 2025-04-22 10:30:27,193 - INFO - Median: 4.1623 2025-04-22 10:30:27,193 - INFO - Min: 0.3705 2025-04-22 10:30:27,193 - INFO - Max: 20.3992 2025-04-22 10:30:27,193 - INFO - Std: 2.9972 2025-04-22 10:30:27,193 - INFO - OC Distribution Statistics: 2025-04-22 10:30:27,193 - INFO - Validation Mean: 17.8485 2025-04-22 10:30:27,193 - INFO - Validation Std: 8.3146 2025-04-22 10:30:27,193 - INFO - Training Mean: 22.9666 2025-04-22 10:30:27,193 - INFO - Training Std: 20.3575 2025-04-22 10:30:27,193 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 10:30:27,193 - INFO - KS Statistic: 0.1251 2025-04-22 10:30:27,193 - INFO - P-value: 0.0000 2025-04-22 10:30:27,193 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 10:30:27,193 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:06,344 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:06,345 - INFO - Timestamp: 2025-04-22 11:36:06 2025-04-22 11:36:06,345 - INFO - Validation set size: 1385 (8.39%) 2025-04-22 11:36:06,345 - INFO - Training set size: 15129 (91.61%) 2025-04-22 11:36:06,345 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:06,345 - INFO - Mean: 4.5649 2025-04-22 11:36:06,345 - INFO - Median: 3.7773 2025-04-22 11:36:06,345 - INFO - Min: 0.4134 2025-04-22 11:36:06,345 - INFO - Max: 18.8528 2025-04-22 11:36:06,345 - INFO - Std: 2.7226 2025-04-22 11:36:06,345 - INFO - OC Distribution Statistics: 2025-04-22 11:36:06,345 - INFO - Validation Mean: 17.4142 2025-04-22 11:36:06,345 - INFO - Validation Std: 8.2419 2025-04-22 11:36:06,345 - INFO - Training Mean: 22.9948 2025-04-22 11:36:06,345 - INFO - Training Std: 20.3321 2025-04-22 11:36:06,345 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:06,345 - INFO - KS Statistic: 0.1490 2025-04-22 11:36:06,345 - INFO - P-value: 0.0000 2025-04-22 11:36:06,345 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:06,345 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:06,777 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:06,777 - INFO - Timestamp: 2025-04-22 11:36:06 2025-04-22 11:36:06,777 - INFO - Validation set size: 1595 (9.66%) 2025-04-22 11:36:06,777 - INFO - Training set size: 14919 (90.34%) 2025-04-22 11:36:06,778 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:06,778 - INFO - Mean: 5.0353 2025-04-22 11:36:06,778 - INFO - Median: 4.5005 2025-04-22 11:36:06,778 - INFO - Min: 0.3763 2025-04-22 11:36:06,778 - INFO - Max: 17.8824 2025-04-22 11:36:06,778 - INFO - Std: 2.7564 2025-04-22 11:36:06,778 - INFO - OC Distribution Statistics: 2025-04-22 11:36:06,778 - INFO - Validation Mean: 17.1368 2025-04-22 11:36:06,778 - INFO - Validation Std: 8.3206 2025-04-22 11:36:06,778 - INFO - Training Mean: 23.1030 2025-04-22 11:36:06,778 - INFO - Training Std: 20.4286 2025-04-22 11:36:06,778 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:06,778 - INFO - KS Statistic: 0.1752 2025-04-22 11:36:06,778 - INFO - P-value: 0.0000 2025-04-22 11:36:06,778 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:06,778 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:10,121 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:10,121 - INFO - Timestamp: 2025-04-22 11:36:10 2025-04-22 11:36:10,121 - INFO - Validation set size: 1355 (8.21%) 2025-04-22 11:36:10,121 - INFO - Training set size: 15159 (91.79%) 2025-04-22 11:36:10,121 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:10,121 - INFO - Mean: 4.4683 2025-04-22 11:36:10,121 - INFO - Median: 3.8089 2025-04-22 11:36:10,121 - INFO - Min: 0.3424 2025-04-22 11:36:10,121 - INFO - Max: 18.8528 2025-04-22 11:36:10,121 - INFO - Std: 2.8051 2025-04-22 11:36:10,121 - INFO - OC Distribution Statistics: 2025-04-22 11:36:10,121 - INFO - Validation Mean: 17.8273 2025-04-22 11:36:10,121 - INFO - Validation Std: 8.3130 2025-04-22 11:36:10,121 - INFO - Training Mean: 22.9469 2025-04-22 11:36:10,121 - INFO - Training Std: 20.3239 2025-04-22 11:36:10,121 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:10,121 - INFO - KS Statistic: 0.1113 2025-04-22 11:36:10,121 - INFO - P-value: 0.0000 2025-04-22 11:36:10,121 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:10,121 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:10,458 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:10,458 - INFO - Timestamp: 2025-04-22 11:36:10 2025-04-22 11:36:10,458 - INFO - Validation set size: 1658 (10.04%) 2025-04-22 11:36:10,458 - INFO - Training set size: 14856 (89.96%) 2025-04-22 11:36:10,458 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:10,458 - INFO - Mean: 4.7103 2025-04-22 11:36:10,459 - INFO - Median: 4.2359 2025-04-22 11:36:10,459 - INFO - Min: 0.0712 2025-04-22 11:36:10,459 - INFO - Max: 18.8528 2025-04-22 11:36:10,459 - INFO - Std: 2.7871 2025-04-22 11:36:10,459 - INFO - OC Distribution Statistics: 2025-04-22 11:36:10,459 - INFO - Validation Mean: 17.2706 2025-04-22 11:36:10,459 - INFO - Validation Std: 8.7513 2025-04-22 11:36:10,459 - INFO - Training Mean: 23.1134 2025-04-22 11:36:10,459 - INFO - Training Std: 20.4453 2025-04-22 11:36:10,459 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:10,459 - INFO - KS Statistic: 0.1694 2025-04-22 11:36:10,459 - INFO - P-value: 0.0000 2025-04-22 11:36:10,459 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:10,459 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:10,743 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:10,743 - INFO - Timestamp: 2025-04-22 11:36:10 2025-04-22 11:36:10,743 - INFO - Validation set size: 1696 (10.27%) 2025-04-22 11:36:10,743 - INFO - Training set size: 14818 (89.73%) 2025-04-22 11:36:10,744 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:10,744 - INFO - Mean: 5.1129 2025-04-22 11:36:10,744 - INFO - Median: 4.4595 2025-04-22 11:36:10,744 - INFO - Min: 0.0219 2025-04-22 11:36:10,744 - INFO - Max: 26.6740 2025-04-22 11:36:10,744 - INFO - Std: 3.2474 2025-04-22 11:36:10,744 - INFO - OC Distribution Statistics: 2025-04-22 11:36:10,744 - INFO - Validation Mean: 17.2472 2025-04-22 11:36:10,744 - INFO - Validation Std: 9.1305 2025-04-22 11:36:10,744 - INFO - Training Mean: 23.1311 2025-04-22 11:36:10,744 - INFO - Training Std: 20.4448 2025-04-22 11:36:10,744 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:10,744 - INFO - KS Statistic: 0.1527 2025-04-22 11:36:10,744 - INFO - P-value: 0.0000 2025-04-22 11:36:10,744 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:10,744 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:10,832 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:10,832 - INFO - Timestamp: 2025-04-22 11:36:10 2025-04-22 11:36:10,833 - INFO - Validation set size: 1554 (9.41%) 2025-04-22 11:36:10,833 - INFO - Training set size: 14960 (90.59%) 2025-04-22 11:36:10,833 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:10,833 - INFO - Mean: 4.6388 2025-04-22 11:36:10,833 - INFO - Median: 3.8554 2025-04-22 11:36:10,833 - INFO - Min: 0.0293 2025-04-22 11:36:10,833 - INFO - Max: 20.8290 2025-04-22 11:36:10,833 - INFO - Std: 2.8372 2025-04-22 11:36:10,833 - INFO - OC Distribution Statistics: 2025-04-22 11:36:10,833 - INFO - Validation Mean: 17.8345 2025-04-22 11:36:10,833 - INFO - Validation Std: 9.4651 2025-04-22 11:36:10,833 - INFO - Training Mean: 23.0142 2025-04-22 11:36:10,833 - INFO - Training Std: 20.3756 2025-04-22 11:36:10,833 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:10,833 - INFO - KS Statistic: 0.1452 2025-04-22 11:36:10,833 - INFO - P-value: 0.0000 2025-04-22 11:36:10,833 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:10,833 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:10,904 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:10,904 - INFO - Timestamp: 2025-04-22 11:36:10 2025-04-22 11:36:10,904 - INFO - Validation set size: 1823 (11.04%) 2025-04-22 11:36:10,904 - INFO - Training set size: 14691 (88.96%) 2025-04-22 11:36:10,904 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:10,904 - INFO - Mean: 5.3570 2025-04-22 11:36:10,904 - INFO - Median: 4.6902 2025-04-22 11:36:10,904 - INFO - Min: 0.3976 2025-04-22 11:36:10,904 - INFO - Max: 20.3992 2025-04-22 11:36:10,904 - INFO - Std: 2.8383 2025-04-22 11:36:10,904 - INFO - OC Distribution Statistics: 2025-04-22 11:36:10,904 - INFO - Validation Mean: 17.1449 2025-04-22 11:36:10,904 - INFO - Validation Std: 8.4758 2025-04-22 11:36:10,904 - INFO - Training Mean: 23.1946 2025-04-22 11:36:10,904 - INFO - Training Std: 20.5392 2025-04-22 11:36:10,904 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:10,904 - INFO - KS Statistic: 0.1755 2025-04-22 11:36:10,904 - INFO - P-value: 0.0000 2025-04-22 11:36:10,904 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:10,904 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 11:36:11,134 - INFO - Validation and Training Set Split Statistics 2025-04-22 11:36:11,134 - INFO - Timestamp: 2025-04-22 11:36:11 2025-04-22 11:36:11,135 - INFO - Validation set size: 1418 (8.59%) 2025-04-22 11:36:11,135 - INFO - Training set size: 15096 (91.41%) 2025-04-22 11:36:11,135 - INFO - Minimum Distance Statistics (km): 2025-04-22 11:36:11,135 - INFO - Mean: 4.7429 2025-04-22 11:36:11,135 - INFO - Median: 4.1366 2025-04-22 11:36:11,135 - INFO - Min: 0.3898 2025-04-22 11:36:11,135 - INFO - Max: 26.6740 2025-04-22 11:36:11,135 - INFO - Std: 2.8637 2025-04-22 11:36:11,135 - INFO - OC Distribution Statistics: 2025-04-22 11:36:11,135 - INFO - Validation Mean: 17.9801 2025-04-22 11:36:11,135 - INFO - Validation Std: 9.1581 2025-04-22 11:36:11,135 - INFO - Training Mean: 22.9539 2025-04-22 11:36:11,135 - INFO - Training Std: 20.3260 2025-04-22 11:36:11,135 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 11:36:11,135 - INFO - KS Statistic: 0.1204 2025-04-22 11:36:11,135 - INFO - P-value: 0.0000 2025-04-22 11:36:11,135 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 11:36:11,135 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:15,830 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:15,830 - INFO - Timestamp: 2025-04-22 12:44:15 2025-04-22 12:44:15,831 - INFO - Validation set size: 1575 (9.54%) 2025-04-22 12:44:15,831 - INFO - Training set size: 14939 (90.46%) 2025-04-22 12:44:15,831 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:15,831 - INFO - Mean: 4.8959 2025-04-22 12:44:15,831 - INFO - Median: 4.2241 2025-04-22 12:44:15,831 - INFO - Min: 0.0293 2025-04-22 12:44:15,831 - INFO - Max: 20.3992 2025-04-22 12:44:15,831 - INFO - Std: 2.8041 2025-04-22 12:44:15,831 - INFO - OC Distribution Statistics: 2025-04-22 12:44:15,831 - INFO - Validation Mean: 17.3093 2025-04-22 12:44:15,831 - INFO - Validation Std: 8.8984 2025-04-22 12:44:15,831 - INFO - Training Mean: 23.0769 2025-04-22 12:44:15,831 - INFO - Training Std: 20.3979 2025-04-22 12:44:15,831 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:15,831 - INFO - KS Statistic: 0.1808 2025-04-22 12:44:15,831 - INFO - P-value: 0.0000 2025-04-22 12:44:15,831 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:15,831 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:16,198 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:16,198 - INFO - Timestamp: 2025-04-22 12:44:16 2025-04-22 12:44:16,198 - INFO - Validation set size: 1407 (8.52%) 2025-04-22 12:44:16,199 - INFO - Training set size: 15107 (91.48%) 2025-04-22 12:44:16,199 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:16,199 - INFO - Mean: 5.1120 2025-04-22 12:44:16,199 - INFO - Median: 4.3596 2025-04-22 12:44:16,199 - INFO - Min: 0.0406 2025-04-22 12:44:16,199 - INFO - Max: 24.0895 2025-04-22 12:44:16,199 - INFO - Std: 3.3775 2025-04-22 12:44:16,199 - INFO - OC Distribution Statistics: 2025-04-22 12:44:16,199 - INFO - Validation Mean: 17.8751 2025-04-22 12:44:16,199 - INFO - Validation Std: 8.5307 2025-04-22 12:44:16,199 - INFO - Training Mean: 22.9600 2025-04-22 12:44:16,199 - INFO - Training Std: 20.3435 2025-04-22 12:44:16,199 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:16,199 - INFO - KS Statistic: 0.1302 2025-04-22 12:44:16,199 - INFO - P-value: 0.0000 2025-04-22 12:44:16,199 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:16,199 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:19,776 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:19,776 - INFO - Timestamp: 2025-04-22 12:44:19 2025-04-22 12:44:19,776 - INFO - Validation set size: 1674 (10.14%) 2025-04-22 12:44:19,776 - INFO - Training set size: 14840 (89.86%) 2025-04-22 12:44:19,776 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:19,776 - INFO - Mean: 4.7246 2025-04-22 12:44:19,776 - INFO - Median: 3.9882 2025-04-22 12:44:19,776 - INFO - Min: 0.0406 2025-04-22 12:44:19,776 - INFO - Max: 21.4000 2025-04-22 12:44:19,776 - INFO - Std: 2.9719 2025-04-22 12:44:19,776 - INFO - OC Distribution Statistics: 2025-04-22 12:44:19,776 - INFO - Validation Mean: 17.3141 2025-04-22 12:44:19,776 - INFO - Validation Std: 8.6533 2025-04-22 12:44:19,776 - INFO - Training Mean: 23.1148 2025-04-22 12:44:19,776 - INFO - Training Std: 20.4595 2025-04-22 12:44:19,776 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:19,776 - INFO - KS Statistic: 0.1467 2025-04-22 12:44:19,776 - INFO - P-value: 0.0000 2025-04-22 12:44:19,776 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:19,776 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:20,000 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:20,000 - INFO - Timestamp: 2025-04-22 12:44:19 2025-04-22 12:44:20,000 - INFO - Validation set size: 1510 (9.14%) 2025-04-22 12:44:20,000 - INFO - Training set size: 15004 (90.86%) 2025-04-22 12:44:20,000 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:20,000 - INFO - Mean: 4.9440 2025-04-22 12:44:20,000 - INFO - Median: 4.3420 2025-04-22 12:44:20,000 - INFO - Min: 0.0819 2025-04-22 12:44:20,000 - INFO - Max: 18.8528 2025-04-22 12:44:20,000 - INFO - Std: 2.9846 2025-04-22 12:44:20,000 - INFO - OC Distribution Statistics: 2025-04-22 12:44:20,000 - INFO - Validation Mean: 17.2289 2025-04-22 12:44:20,000 - INFO - Validation Std: 8.2896 2025-04-22 12:44:20,000 - INFO - Training Mean: 23.0600 2025-04-22 12:44:20,000 - INFO - Training Std: 20.3892 2025-04-22 12:44:20,000 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:20,000 - INFO - KS Statistic: 0.1554 2025-04-22 12:44:20,000 - INFO - P-value: 0.0000 2025-04-22 12:44:20,000 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:20,000 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:20,095 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:20,095 - INFO - Timestamp: 2025-04-22 12:44:20 2025-04-22 12:44:20,095 - INFO - Validation set size: 1384 (8.38%) 2025-04-22 12:44:20,095 - INFO - Training set size: 15130 (91.62%) 2025-04-22 12:44:20,095 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:20,095 - INFO - Mean: 5.1736 2025-04-22 12:44:20,095 - INFO - Median: 4.4190 2025-04-22 12:44:20,095 - INFO - Min: 0.3763 2025-04-22 12:44:20,095 - INFO - Max: 20.3992 2025-04-22 12:44:20,095 - INFO - Std: 3.1244 2025-04-22 12:44:20,095 - INFO - OC Distribution Statistics: 2025-04-22 12:44:20,095 - INFO - Validation Mean: 17.7641 2025-04-22 12:44:20,095 - INFO - Validation Std: 8.1347 2025-04-22 12:44:20,095 - INFO - Training Mean: 22.9624 2025-04-22 12:44:20,095 - INFO - Training Std: 20.3440 2025-04-22 12:44:20,095 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:20,095 - INFO - KS Statistic: 0.1261 2025-04-22 12:44:20,096 - INFO - P-value: 0.0000 2025-04-22 12:44:20,096 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:20,096 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:20,180 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:20,181 - INFO - Timestamp: 2025-04-22 12:44:20 2025-04-22 12:44:20,181 - INFO - Validation set size: 1654 (10.02%) 2025-04-22 12:44:20,181 - INFO - Training set size: 14860 (89.98%) 2025-04-22 12:44:20,181 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:20,181 - INFO - Mean: 4.9751 2025-04-22 12:44:20,181 - INFO - Median: 4.4306 2025-04-22 12:44:20,181 - INFO - Min: 0.3763 2025-04-22 12:44:20,181 - INFO - Max: 18.8528 2025-04-22 12:44:20,181 - INFO - Std: 2.8576 2025-04-22 12:44:20,181 - INFO - OC Distribution Statistics: 2025-04-22 12:44:20,181 - INFO - Validation Mean: 16.9644 2025-04-22 12:44:20,181 - INFO - Validation Std: 8.8216 2025-04-22 12:44:20,181 - INFO - Training Mean: 23.1459 2025-04-22 12:44:20,181 - INFO - Training Std: 20.4299 2025-04-22 12:44:20,181 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:20,181 - INFO - KS Statistic: 0.2019 2025-04-22 12:44:20,181 - INFO - P-value: 0.0000 2025-04-22 12:44:20,181 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:20,181 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:20,717 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:20,717 - INFO - Timestamp: 2025-04-22 12:44:20 2025-04-22 12:44:20,717 - INFO - Validation set size: 1664 (10.08%) 2025-04-22 12:44:20,717 - INFO - Training set size: 14850 (89.92%) 2025-04-22 12:44:20,717 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:20,717 - INFO - Mean: 4.9072 2025-04-22 12:44:20,717 - INFO - Median: 4.3179 2025-04-22 12:44:20,717 - INFO - Min: 0.0712 2025-04-22 12:44:20,717 - INFO - Max: 18.9132 2025-04-22 12:44:20,717 - INFO - Std: 3.0756 2025-04-22 12:44:20,717 - INFO - OC Distribution Statistics: 2025-04-22 12:44:20,717 - INFO - Validation Mean: 17.0479 2025-04-22 12:44:20,717 - INFO - Validation Std: 8.4486 2025-04-22 12:44:20,717 - INFO - Training Mean: 23.1407 2025-04-22 12:44:20,717 - INFO - Training Std: 20.4553 2025-04-22 12:44:20,718 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:20,718 - INFO - KS Statistic: 0.1733 2025-04-22 12:44:20,718 - INFO - P-value: 0.0000 2025-04-22 12:44:20,718 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:20,718 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 12:44:24,485 - INFO - Validation and Training Set Split Statistics 2025-04-22 12:44:24,485 - INFO - Timestamp: 2025-04-22 12:44:24 2025-04-22 12:44:24,485 - INFO - Validation set size: 1659 (10.05%) 2025-04-22 12:44:24,485 - INFO - Training set size: 14855 (89.95%) 2025-04-22 12:44:24,485 - INFO - Minimum Distance Statistics (km): 2025-04-22 12:44:24,485 - INFO - Mean: 4.7426 2025-04-22 12:44:24,485 - INFO - Median: 4.4338 2025-04-22 12:44:24,485 - INFO - Min: 0.0665 2025-04-22 12:44:24,485 - INFO - Max: 18.8528 2025-04-22 12:44:24,485 - INFO - Std: 2.5808 2025-04-22 12:44:24,485 - INFO - OC Distribution Statistics: 2025-04-22 12:44:24,485 - INFO - Validation Mean: 17.1495 2025-04-22 12:44:24,485 - INFO - Validation Std: 9.1284 2025-04-22 12:44:24,485 - INFO - Training Mean: 23.1273 2025-04-22 12:44:24,485 - INFO - Training Std: 20.4235 2025-04-22 12:44:24,485 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 12:44:24,485 - INFO - KS Statistic: 0.1700 2025-04-22 12:44:24,485 - INFO - P-value: 0.0000 2025-04-22 12:44:24,485 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 12:44:24,485 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:49:03,597 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:49:03,597 - INFO - Timestamp: 2025-04-22 13:49:03 2025-04-22 13:49:03,597 - INFO - Validation set size: 1400 (8.48%) 2025-04-22 13:49:03,597 - INFO - Training set size: 15114 (91.52%) 2025-04-22 13:49:03,597 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:49:03,597 - INFO - Mean: 4.6532 2025-04-22 13:49:03,597 - INFO - Median: 4.2005 2025-04-22 13:49:03,597 - INFO - Min: 0.3763 2025-04-22 13:49:03,597 - INFO - Max: 14.5627 2025-04-22 13:49:03,597 - INFO - Std: 2.8082 2025-04-22 13:49:03,597 - INFO - OC Distribution Statistics: 2025-04-22 13:49:03,597 - INFO - Validation Mean: 17.3601 2025-04-22 13:49:03,597 - INFO - Validation Std: 8.5497 2025-04-22 13:49:03,597 - INFO - Training Mean: 23.0054 2025-04-22 13:49:03,597 - INFO - Training Std: 20.3266 2025-04-22 13:49:03,597 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:49:03,597 - INFO - KS Statistic: 0.1378 2025-04-22 13:49:03,597 - INFO - P-value: 0.0000 2025-04-22 13:49:03,597 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:49:03,597 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:49:07,598 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:49:07,598 - INFO - Timestamp: 2025-04-22 13:49:07 2025-04-22 13:49:07,599 - INFO - Validation set size: 1678 (10.16%) 2025-04-22 13:49:07,599 - INFO - Training set size: 14836 (89.84%) 2025-04-22 13:49:07,599 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:49:07,599 - INFO - Mean: 4.8573 2025-04-22 13:49:07,599 - INFO - Median: 4.2850 2025-04-22 13:49:07,599 - INFO - Min: 0.0819 2025-04-22 13:49:07,599 - INFO - Max: 26.6740 2025-04-22 13:49:07,599 - INFO - Std: 3.2714 2025-04-22 13:49:07,599 - INFO - OC Distribution Statistics: 2025-04-22 13:49:07,599 - INFO - Validation Mean: 17.2259 2025-04-22 13:49:07,599 - INFO - Validation Std: 9.0592 2025-04-22 13:49:07,599 - INFO - Training Mean: 23.1263 2025-04-22 13:49:07,599 - INFO - Training Std: 20.4388 2025-04-22 13:49:07,599 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:49:07,599 - INFO - KS Statistic: 0.1719 2025-04-22 13:49:07,599 - INFO - P-value: 0.0000 2025-04-22 13:49:07,599 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:49:07,599 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:49:08,333 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:49:08,333 - INFO - Timestamp: 2025-04-22 13:49:08 2025-04-22 13:49:08,333 - INFO - Validation set size: 1506 (9.12%) 2025-04-22 13:49:08,333 - INFO - Training set size: 15008 (90.88%) 2025-04-22 13:49:08,333 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:49:08,333 - INFO - Mean: 4.5233 2025-04-22 13:49:08,333 - INFO - Median: 3.8909 2025-04-22 13:49:08,333 - INFO - Min: 0.3424 2025-04-22 13:49:08,333 - INFO - Max: 18.8528 2025-04-22 13:49:08,333 - INFO - Std: 2.8464 2025-04-22 13:49:08,333 - INFO - OC Distribution Statistics: 2025-04-22 13:49:08,333 - INFO - Validation Mean: 17.0086 2025-04-22 13:49:08,333 - INFO - Validation Std: 8.2170 2025-04-22 13:49:08,333 - INFO - Training Mean: 23.0805 2025-04-22 13:49:08,333 - INFO - Training Std: 20.3836 2025-04-22 13:49:08,333 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:49:08,333 - INFO - KS Statistic: 0.1427 2025-04-22 13:49:08,333 - INFO - P-value: 0.0000 2025-04-22 13:49:08,333 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:49:08,333 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:49:11,909 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:49:11,909 - INFO - Timestamp: 2025-04-22 13:49:11 2025-04-22 13:49:11,910 - INFO - Validation set size: 1361 (8.24%) 2025-04-22 13:49:11,910 - INFO - Training set size: 15153 (91.76%) 2025-04-22 13:49:11,910 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:49:11,910 - INFO - Mean: 4.7479 2025-04-22 13:49:11,910 - INFO - Median: 4.0870 2025-04-22 13:49:11,910 - INFO - Min: 0.3763 2025-04-22 13:49:11,910 - INFO - Max: 22.8404 2025-04-22 13:49:11,910 - INFO - Std: 2.8973 2025-04-22 13:49:11,910 - INFO - OC Distribution Statistics: 2025-04-22 13:49:11,910 - INFO - Validation Mean: 17.4456 2025-04-22 13:49:11,910 - INFO - Validation Std: 8.8802 2025-04-22 13:49:11,910 - INFO - Training Mean: 22.9832 2025-04-22 13:49:11,910 - INFO - Training Std: 20.2965 2025-04-22 13:49:11,910 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:49:11,910 - INFO - KS Statistic: 0.1548 2025-04-22 13:49:11,910 - INFO - P-value: 0.0000 2025-04-22 13:49:11,910 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:49:11,910 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:04,071 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:04,071 - INFO - Timestamp: 2025-04-22 13:56:04 2025-04-22 13:56:04,071 - INFO - Validation set size: 1378 (8.34%) 2025-04-22 13:56:04,071 - INFO - Training set size: 15136 (91.66%) 2025-04-22 13:56:04,071 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:04,071 - INFO - Mean: 4.9555 2025-04-22 13:56:04,071 - INFO - Median: 4.3979 2025-04-22 13:56:04,071 - INFO - Min: 0.3763 2025-04-22 13:56:04,071 - INFO - Max: 17.8414 2025-04-22 13:56:04,071 - INFO - Std: 2.9063 2025-04-22 13:56:04,071 - INFO - OC Distribution Statistics: 2025-04-22 13:56:04,071 - INFO - Validation Mean: 17.5256 2025-04-22 13:56:04,071 - INFO - Validation Std: 8.4882 2025-04-22 13:56:04,071 - INFO - Training Mean: 22.9821 2025-04-22 13:56:04,071 - INFO - Training Std: 20.3221 2025-04-22 13:56:04,071 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:04,071 - INFO - KS Statistic: 0.1411 2025-04-22 13:56:04,071 - INFO - P-value: 0.0000 2025-04-22 13:56:04,071 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:04,071 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:04,124 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:04,124 - INFO - Timestamp: 2025-04-22 13:56:04 2025-04-22 13:56:04,124 - INFO - Validation set size: 1396 (8.45%) 2025-04-22 13:56:04,124 - INFO - Training set size: 15118 (91.55%) 2025-04-22 13:56:04,124 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:04,124 - INFO - Mean: 4.7825 2025-04-22 13:56:04,124 - INFO - Median: 4.1795 2025-04-22 13:56:04,124 - INFO - Min: 0.3976 2025-04-22 13:56:04,124 - INFO - Max: 26.6740 2025-04-22 13:56:04,124 - INFO - Std: 2.9008 2025-04-22 13:56:04,124 - INFO - OC Distribution Statistics: 2025-04-22 13:56:04,124 - INFO - Validation Mean: 17.8100 2025-04-22 13:56:04,124 - INFO - Validation Std: 9.0527 2025-04-22 13:56:04,124 - INFO - Training Mean: 22.9623 2025-04-22 13:56:04,124 - INFO - Training Std: 20.3155 2025-04-22 13:56:04,124 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:04,124 - INFO - KS Statistic: 0.1215 2025-04-22 13:56:04,124 - INFO - P-value: 0.0000 2025-04-22 13:56:04,124 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:04,124 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:04,559 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:04,559 - INFO - Timestamp: 2025-04-22 13:56:04 2025-04-22 13:56:04,559 - INFO - Validation set size: 1611 (9.76%) 2025-04-22 13:56:04,559 - INFO - Training set size: 14903 (90.24%) 2025-04-22 13:56:04,559 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:04,559 - INFO - Mean: 4.8453 2025-04-22 13:56:04,559 - INFO - Median: 4.3831 2025-04-22 13:56:04,559 - INFO - Min: 0.0712 2025-04-22 13:56:04,559 - INFO - Max: 18.8528 2025-04-22 13:56:04,559 - INFO - Std: 2.8258 2025-04-22 13:56:04,559 - INFO - OC Distribution Statistics: 2025-04-22 13:56:04,559 - INFO - Validation Mean: 16.7390 2025-04-22 13:56:04,560 - INFO - Validation Std: 8.0133 2025-04-22 13:56:04,560 - INFO - Training Mean: 23.1524 2025-04-22 13:56:04,560 - INFO - Training Std: 20.4371 2025-04-22 13:56:04,560 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:04,560 - INFO - KS Statistic: 0.1787 2025-04-22 13:56:04,560 - INFO - P-value: 0.0000 2025-04-22 13:56:04,560 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:04,560 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:04,741 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:04,741 - INFO - Timestamp: 2025-04-22 13:56:04 2025-04-22 13:56:04,741 - INFO - Validation set size: 1541 (9.33%) 2025-04-22 13:56:04,741 - INFO - Training set size: 14973 (90.67%) 2025-04-22 13:56:04,741 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:04,741 - INFO - Mean: 5.1449 2025-04-22 13:56:04,741 - INFO - Median: 4.5955 2025-04-22 13:56:04,741 - INFO - Min: 0.3763 2025-04-22 13:56:04,741 - INFO - Max: 18.8528 2025-04-22 13:56:04,741 - INFO - Std: 2.8299 2025-04-22 13:56:04,741 - INFO - OC Distribution Statistics: 2025-04-22 13:56:04,741 - INFO - Validation Mean: 16.7738 2025-04-22 13:56:04,741 - INFO - Validation Std: 8.1607 2025-04-22 13:56:04,741 - INFO - Training Mean: 23.1189 2025-04-22 13:56:04,741 - INFO - Training Std: 20.3964 2025-04-22 13:56:04,741 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:04,741 - INFO - KS Statistic: 0.2040 2025-04-22 13:56:04,741 - INFO - P-value: 0.0000 2025-04-22 13:56:04,741 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:04,741 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:04,982 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:04,982 - INFO - Timestamp: 2025-04-22 13:56:04 2025-04-22 13:56:04,982 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 13:56:04,982 - INFO - Training set size: 15123 (91.58%) 2025-04-22 13:56:04,982 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:04,982 - INFO - Mean: 4.8627 2025-04-22 13:56:04,982 - INFO - Median: 4.1633 2025-04-22 13:56:04,982 - INFO - Min: 0.3763 2025-04-22 13:56:04,982 - INFO - Max: 18.8528 2025-04-22 13:56:04,982 - INFO - Std: 2.8853 2025-04-22 13:56:04,982 - INFO - OC Distribution Statistics: 2025-04-22 13:56:04,983 - INFO - Validation Mean: 17.6090 2025-04-22 13:56:04,983 - INFO - Validation Std: 8.3406 2025-04-22 13:56:04,983 - INFO - Training Mean: 22.9791 2025-04-22 13:56:04,983 - INFO - Training Std: 20.3363 2025-04-22 13:56:04,983 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:04,983 - INFO - KS Statistic: 0.1228 2025-04-22 13:56:04,983 - INFO - P-value: 0.0000 2025-04-22 13:56:04,983 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:04,983 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:08,318 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:08,318 - INFO - Timestamp: 2025-04-22 13:56:08 2025-04-22 13:56:08,318 - INFO - Validation set size: 1704 (10.32%) 2025-04-22 13:56:08,318 - INFO - Training set size: 14810 (89.68%) 2025-04-22 13:56:08,318 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:08,318 - INFO - Mean: 5.3616 2025-04-22 13:56:08,318 - INFO - Median: 4.7083 2025-04-22 13:56:08,318 - INFO - Min: 0.3705 2025-04-22 13:56:08,318 - INFO - Max: 22.7461 2025-04-22 13:56:08,318 - INFO - Std: 2.9767 2025-04-22 13:56:08,318 - INFO - OC Distribution Statistics: 2025-04-22 13:56:08,318 - INFO - Validation Mean: 17.4924 2025-04-22 13:56:08,318 - INFO - Validation Std: 8.4372 2025-04-22 13:56:08,318 - INFO - Training Mean: 23.1060 2025-04-22 13:56:08,318 - INFO - Training Std: 20.4909 2025-04-22 13:56:08,318 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:08,318 - INFO - KS Statistic: 0.1390 2025-04-22 13:56:08,318 - INFO - P-value: 0.0000 2025-04-22 13:56:08,318 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:08,318 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:08,728 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:08,728 - INFO - Timestamp: 2025-04-22 13:56:08 2025-04-22 13:56:08,728 - INFO - Validation set size: 1876 (11.36%) 2025-04-22 13:56:08,728 - INFO - Training set size: 14638 (88.64%) 2025-04-22 13:56:08,728 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:08,728 - INFO - Mean: 5.0239 2025-04-22 13:56:08,728 - INFO - Median: 4.4530 2025-04-22 13:56:08,728 - INFO - Min: 0.3557 2025-04-22 13:56:08,728 - INFO - Max: 16.0699 2025-04-22 13:56:08,728 - INFO - Std: 2.6615 2025-04-22 13:56:08,728 - INFO - OC Distribution Statistics: 2025-04-22 13:56:08,728 - INFO - Validation Mean: 16.6110 2025-04-22 13:56:08,728 - INFO - Validation Std: 7.6467 2025-04-22 13:56:08,728 - INFO - Training Mean: 23.2849 2025-04-22 13:56:08,728 - INFO - Training Std: 20.5872 2025-04-22 13:56:08,728 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:08,728 - INFO - KS Statistic: 0.1954 2025-04-22 13:56:08,728 - INFO - P-value: 0.0000 2025-04-22 13:56:08,728 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:08,729 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 13:56:12,789 - INFO - Validation and Training Set Split Statistics 2025-04-22 13:56:12,789 - INFO - Timestamp: 2025-04-22 13:56:12 2025-04-22 13:56:12,789 - INFO - Validation set size: 1612 (9.76%) 2025-04-22 13:56:12,789 - INFO - Training set size: 14902 (90.24%) 2025-04-22 13:56:12,789 - INFO - Minimum Distance Statistics (km): 2025-04-22 13:56:12,789 - INFO - Mean: 4.9605 2025-04-22 13:56:12,789 - INFO - Median: 4.2798 2025-04-22 13:56:12,789 - INFO - Min: 0.0358 2025-04-22 13:56:12,789 - INFO - Max: 18.8528 2025-04-22 13:56:12,789 - INFO - Std: 3.0077 2025-04-22 13:56:12,789 - INFO - OC Distribution Statistics: 2025-04-22 13:56:12,789 - INFO - Validation Mean: 17.0449 2025-04-22 13:56:12,789 - INFO - Validation Std: 7.8858 2025-04-22 13:56:12,789 - INFO - Training Mean: 23.1198 2025-04-22 13:56:12,789 - INFO - Training Std: 20.4531 2025-04-22 13:56:12,789 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 13:56:12,789 - INFO - KS Statistic: 0.1631 2025-04-22 13:56:12,789 - INFO - P-value: 0.0000 2025-04-22 13:56:12,789 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 13:56:12,789 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 14:05:55,704 - INFO - Validation and Training Set Split Statistics 2025-04-22 14:05:55,705 - INFO - Timestamp: 2025-04-22 14:05:55 2025-04-22 14:05:55,705 - INFO - Validation set size: 1516 (9.18%) 2025-04-22 14:05:55,705 - INFO - Training set size: 14998 (90.82%) 2025-04-22 14:05:55,705 - INFO - Minimum Distance Statistics (km): 2025-04-22 14:05:55,705 - INFO - Mean: 4.6898 2025-04-22 14:05:55,705 - INFO - Median: 3.9877 2025-04-22 14:05:55,705 - INFO - Min: 0.3763 2025-04-22 14:05:55,705 - INFO - Max: 21.4000 2025-04-22 14:05:55,705 - INFO - Std: 2.7768 2025-04-22 14:05:55,705 - INFO - OC Distribution Statistics: 2025-04-22 14:05:55,705 - INFO - Validation Mean: 18.2154 2025-04-22 14:05:55,705 - INFO - Validation Std: 9.0944 2025-04-22 14:05:55,705 - INFO - Training Mean: 22.9626 2025-04-22 14:05:55,705 - INFO - Training Std: 20.3834 2025-04-22 14:05:55,705 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 14:05:55,705 - INFO - KS Statistic: 0.1186 2025-04-22 14:05:55,705 - INFO - P-value: 0.0000 2025-04-22 14:05:55,705 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 14:05:55,705 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 14:11:17,509 - INFO - Validation and Training Set Split Statistics 2025-04-22 14:11:17,510 - INFO - Timestamp: 2025-04-22 14:11:17 2025-04-22 14:11:17,510 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 14:11:17,510 - INFO - Training set size: 15123 (91.58%) 2025-04-22 14:11:17,510 - INFO - Minimum Distance Statistics (km): 2025-04-22 14:11:17,510 - INFO - Mean: 4.7899 2025-04-22 14:11:17,510 - INFO - Median: 4.2255 2025-04-22 14:11:17,510 - INFO - Min: 0.3763 2025-04-22 14:11:17,510 - INFO - Max: 18.8528 2025-04-22 14:11:17,510 - INFO - Std: 2.8893 2025-04-22 14:11:17,510 - INFO - OC Distribution Statistics: 2025-04-22 14:11:17,510 - INFO - Validation Mean: 17.3772 2025-04-22 14:11:17,510 - INFO - Validation Std: 8.9271 2025-04-22 14:11:17,510 - INFO - Training Mean: 23.0004 2025-04-22 14:11:17,510 - INFO - Training Std: 20.3076 2025-04-22 14:11:17,510 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 14:11:17,510 - INFO - KS Statistic: 0.1538 2025-04-22 14:11:17,510 - INFO - P-value: 0.0000 2025-04-22 14:11:17,510 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 14:11:17,510 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 14:11:17,940 - INFO - Validation and Training Set Split Statistics 2025-04-22 14:11:17,940 - INFO - Timestamp: 2025-04-22 14:11:17 2025-04-22 14:11:17,940 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 14:11:17,940 - INFO - Training set size: 15123 (91.58%) 2025-04-22 14:11:17,940 - INFO - Minimum Distance Statistics (km): 2025-04-22 14:11:17,940 - INFO - Mean: 4.7899 2025-04-22 14:11:17,940 - INFO - Median: 4.2255 2025-04-22 14:11:17,940 - INFO - Min: 0.3763 2025-04-22 14:11:17,940 - INFO - Max: 18.8528 2025-04-22 14:11:17,940 - INFO - Std: 2.8893 2025-04-22 14:11:17,940 - INFO - OC Distribution Statistics: 2025-04-22 14:11:17,940 - INFO - Validation Mean: 17.3772 2025-04-22 14:11:17,940 - INFO - Validation Std: 8.9271 2025-04-22 14:11:17,940 - INFO - Training Mean: 23.0004 2025-04-22 14:11:17,940 - INFO - Training Std: 20.3076 2025-04-22 14:11:17,940 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 14:11:17,940 - INFO - KS Statistic: 0.1538 2025-04-22 14:11:17,940 - INFO - P-value: 0.0000 2025-04-22 14:11:17,940 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 14:11:17,940 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 14:11:29,106 - INFO - Validation and Training Set Split Statistics 2025-04-22 14:11:29,106 - INFO - Timestamp: 2025-04-22 14:11:29 2025-04-22 14:11:29,106 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 14:11:29,106 - INFO - Training set size: 15123 (91.58%) 2025-04-22 14:11:29,106 - INFO - Minimum Distance Statistics (km): 2025-04-22 14:11:29,106 - INFO - Mean: 4.7899 2025-04-22 14:11:29,106 - INFO - Median: 4.2255 2025-04-22 14:11:29,106 - INFO - Min: 0.3763 2025-04-22 14:11:29,106 - INFO - Max: 18.8528 2025-04-22 14:11:29,106 - INFO - Std: 2.8893 2025-04-22 14:11:29,106 - INFO - OC Distribution Statistics: 2025-04-22 14:11:29,106 - INFO - Validation Mean: 17.3772 2025-04-22 14:11:29,106 - INFO - Validation Std: 8.9271 2025-04-22 14:11:29,106 - INFO - Training Mean: 23.0004 2025-04-22 14:11:29,106 - INFO - Training Std: 20.3076 2025-04-22 14:11:29,106 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 14:11:29,106 - INFO - KS Statistic: 0.1538 2025-04-22 14:11:29,106 - INFO - P-value: 0.0000 2025-04-22 14:11:29,106 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 14:11:29,106 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 14:12:01,580 - INFO - Validation and Training Set Split Statistics 2025-04-22 14:12:01,581 - INFO - Timestamp: 2025-04-22 14:12:01 2025-04-22 14:12:01,581 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 14:12:01,581 - INFO - Training set size: 15123 (91.58%) 2025-04-22 14:12:01,581 - INFO - Minimum Distance Statistics (km): 2025-04-22 14:12:01,581 - INFO - Mean: 4.7899 2025-04-22 14:12:01,581 - INFO - Median: 4.2255 2025-04-22 14:12:01,581 - INFO - Min: 0.3763 2025-04-22 14:12:01,581 - INFO - Max: 18.8528 2025-04-22 14:12:01,581 - INFO - Std: 2.8893 2025-04-22 14:12:01,581 - INFO - OC Distribution Statistics: 2025-04-22 14:12:01,581 - INFO - Validation Mean: 17.3772 2025-04-22 14:12:01,581 - INFO - Validation Std: 8.9271 2025-04-22 14:12:01,581 - INFO - Training Mean: 23.0004 2025-04-22 14:12:01,581 - INFO - Training Std: 20.3076 2025-04-22 14:12:01,581 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 14:12:01,581 - INFO - KS Statistic: 0.1538 2025-04-22 14:12:01,581 - INFO - P-value: 0.0000 2025-04-22 14:12:01,581 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 14:12:01,581 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 15:17:46,131 - INFO - Validation and Training Set Split Statistics 2025-04-22 15:17:46,131 - INFO - Timestamp: 2025-04-22 15:17:46 2025-04-22 15:17:46,131 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 15:17:46,131 - INFO - Training set size: 15123 (91.58%) 2025-04-22 15:17:46,131 - INFO - Minimum Distance Statistics (km): 2025-04-22 15:17:46,131 - INFO - Mean: 4.7899 2025-04-22 15:17:46,131 - INFO - Median: 4.2255 2025-04-22 15:17:46,131 - INFO - Min: 0.3763 2025-04-22 15:17:46,131 - INFO - Max: 18.8528 2025-04-22 15:17:46,131 - INFO - Std: 2.8893 2025-04-22 15:17:46,131 - INFO - OC Distribution Statistics: 2025-04-22 15:17:46,131 - INFO - Validation Mean: 17.3772 2025-04-22 15:17:46,131 - INFO - Validation Std: 8.9271 2025-04-22 15:17:46,131 - INFO - Training Mean: 23.0004 2025-04-22 15:17:46,131 - INFO - Training Std: 20.3076 2025-04-22 15:17:46,131 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 15:17:46,132 - INFO - KS Statistic: 0.1538 2025-04-22 15:17:46,132 - INFO - P-value: 0.0000 2025-04-22 15:17:46,132 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 15:17:46,132 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 15:17:53,534 - INFO - Validation and Training Set Split Statistics 2025-04-22 15:17:53,534 - INFO - Timestamp: 2025-04-22 15:17:53 2025-04-22 15:17:53,534 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 15:17:53,534 - INFO - Training set size: 15123 (91.58%) 2025-04-22 15:17:53,534 - INFO - Minimum Distance Statistics (km): 2025-04-22 15:17:53,534 - INFO - Mean: 4.7899 2025-04-22 15:17:53,534 - INFO - Median: 4.2255 2025-04-22 15:17:53,534 - INFO - Min: 0.3763 2025-04-22 15:17:53,534 - INFO - Max: 18.8528 2025-04-22 15:17:53,534 - INFO - Std: 2.8893 2025-04-22 15:17:53,534 - INFO - OC Distribution Statistics: 2025-04-22 15:17:53,534 - INFO - Validation Mean: 17.3772 2025-04-22 15:17:53,534 - INFO - Validation Std: 8.9271 2025-04-22 15:17:53,534 - INFO - Training Mean: 23.0004 2025-04-22 15:17:53,534 - INFO - Training Std: 20.3076 2025-04-22 15:17:53,534 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 15:17:53,534 - INFO - KS Statistic: 0.1538 2025-04-22 15:17:53,534 - INFO - P-value: 0.0000 2025-04-22 15:17:53,534 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 15:17:53,535 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 15:17:59,191 - INFO - Validation and Training Set Split Statistics 2025-04-22 15:17:59,191 - INFO - Timestamp: 2025-04-22 15:17:59 2025-04-22 15:17:59,191 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 15:17:59,191 - INFO - Training set size: 15123 (91.58%) 2025-04-22 15:17:59,191 - INFO - Minimum Distance Statistics (km): 2025-04-22 15:17:59,191 - INFO - Mean: 4.7899 2025-04-22 15:17:59,191 - INFO - Median: 4.2255 2025-04-22 15:17:59,191 - INFO - Min: 0.3763 2025-04-22 15:17:59,191 - INFO - Max: 18.8528 2025-04-22 15:17:59,191 - INFO - Std: 2.8893 2025-04-22 15:17:59,191 - INFO - OC Distribution Statistics: 2025-04-22 15:17:59,191 - INFO - Validation Mean: 17.3772 2025-04-22 15:17:59,191 - INFO - Validation Std: 8.9271 2025-04-22 15:17:59,191 - INFO - Training Mean: 23.0004 2025-04-22 15:17:59,191 - INFO - Training Std: 20.3076 2025-04-22 15:17:59,191 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 15:17:59,191 - INFO - KS Statistic: 0.1538 2025-04-22 15:17:59,191 - INFO - P-value: 0.0000 2025-04-22 15:17:59,191 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 15:17:59,191 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 15:18:14,969 - INFO - Validation and Training Set Split Statistics 2025-04-22 15:18:14,969 - INFO - Timestamp: 2025-04-22 15:18:14 2025-04-22 15:18:14,969 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 15:18:14,969 - INFO - Training set size: 15123 (91.58%) 2025-04-22 15:18:14,969 - INFO - Minimum Distance Statistics (km): 2025-04-22 15:18:14,969 - INFO - Mean: 4.7899 2025-04-22 15:18:14,969 - INFO - Median: 4.2255 2025-04-22 15:18:14,969 - INFO - Min: 0.3763 2025-04-22 15:18:14,969 - INFO - Max: 18.8528 2025-04-22 15:18:14,969 - INFO - Std: 2.8893 2025-04-22 15:18:14,969 - INFO - OC Distribution Statistics: 2025-04-22 15:18:14,969 - INFO - Validation Mean: 17.3772 2025-04-22 15:18:14,969 - INFO - Validation Std: 8.9271 2025-04-22 15:18:14,969 - INFO - Training Mean: 23.0004 2025-04-22 15:18:14,969 - INFO - Training Std: 20.3076 2025-04-22 15:18:14,969 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 15:18:14,969 - INFO - KS Statistic: 0.1538 2025-04-22 15:18:14,969 - INFO - P-value: 0.0000 2025-04-22 15:18:14,969 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 15:18:14,969 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:28,724 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:28,724 - INFO - Timestamp: 2025-04-22 16:19:28 2025-04-22 16:19:28,724 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:28,724 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:28,724 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:28,724 - INFO - Mean: 4.7899 2025-04-22 16:19:28,724 - INFO - Median: 4.2255 2025-04-22 16:19:28,724 - INFO - Min: 0.3763 2025-04-22 16:19:28,724 - INFO - Max: 18.8528 2025-04-22 16:19:28,724 - INFO - Std: 2.8893 2025-04-22 16:19:28,724 - INFO - OC Distribution Statistics: 2025-04-22 16:19:28,724 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:28,724 - INFO - Validation Std: 8.9271 2025-04-22 16:19:28,724 - INFO - Training Mean: 23.0004 2025-04-22 16:19:28,724 - INFO - Training Std: 20.3076 2025-04-22 16:19:28,724 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:28,724 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:28,724 - INFO - P-value: 0.0000 2025-04-22 16:19:28,724 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:28,724 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:31,320 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:31,320 - INFO - Timestamp: 2025-04-22 16:19:31 2025-04-22 16:19:31,320 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:31,320 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:31,320 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:31,320 - INFO - Mean: 4.7899 2025-04-22 16:19:31,320 - INFO - Median: 4.2255 2025-04-22 16:19:31,320 - INFO - Min: 0.3763 2025-04-22 16:19:31,320 - INFO - Max: 18.8528 2025-04-22 16:19:31,320 - INFO - Std: 2.8893 2025-04-22 16:19:31,320 - INFO - OC Distribution Statistics: 2025-04-22 16:19:31,320 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:31,321 - INFO - Validation Std: 8.9271 2025-04-22 16:19:31,321 - INFO - Training Mean: 23.0004 2025-04-22 16:19:31,321 - INFO - Training Std: 20.3076 2025-04-22 16:19:31,321 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:31,321 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:31,321 - INFO - P-value: 0.0000 2025-04-22 16:19:31,321 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:31,321 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:32,167 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:32,167 - INFO - Timestamp: 2025-04-22 16:19:32 2025-04-22 16:19:32,167 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:32,167 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:32,167 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:32,167 - INFO - Mean: 4.7899 2025-04-22 16:19:32,167 - INFO - Median: 4.2255 2025-04-22 16:19:32,167 - INFO - Min: 0.3763 2025-04-22 16:19:32,167 - INFO - Max: 18.8528 2025-04-22 16:19:32,167 - INFO - Std: 2.8893 2025-04-22 16:19:32,167 - INFO - OC Distribution Statistics: 2025-04-22 16:19:32,167 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:32,167 - INFO - Validation Std: 8.9271 2025-04-22 16:19:32,167 - INFO - Training Mean: 23.0004 2025-04-22 16:19:32,167 - INFO - Training Std: 20.3076 2025-04-22 16:19:32,168 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:32,168 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:32,168 - INFO - P-value: 0.0000 2025-04-22 16:19:32,168 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:32,168 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:33,472 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:33,473 - INFO - Timestamp: 2025-04-22 16:19:33 2025-04-22 16:19:33,473 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:33,473 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:33,473 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:33,473 - INFO - Mean: 4.7899 2025-04-22 16:19:33,473 - INFO - Median: 4.2255 2025-04-22 16:19:33,473 - INFO - Min: 0.3763 2025-04-22 16:19:33,473 - INFO - Max: 18.8528 2025-04-22 16:19:33,473 - INFO - Std: 2.8893 2025-04-22 16:19:33,473 - INFO - OC Distribution Statistics: 2025-04-22 16:19:33,473 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:33,473 - INFO - Validation Std: 8.9271 2025-04-22 16:19:33,473 - INFO - Training Mean: 23.0004 2025-04-22 16:19:33,473 - INFO - Training Std: 20.3076 2025-04-22 16:19:33,473 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:33,473 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:33,473 - INFO - P-value: 0.0000 2025-04-22 16:19:33,473 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:33,473 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:33,666 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:33,667 - INFO - Timestamp: 2025-04-22 16:19:33 2025-04-22 16:19:33,667 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:33,667 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:33,667 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:33,667 - INFO - Mean: 4.7899 2025-04-22 16:19:33,667 - INFO - Median: 4.2255 2025-04-22 16:19:33,667 - INFO - Min: 0.3763 2025-04-22 16:19:33,667 - INFO - Max: 18.8528 2025-04-22 16:19:33,667 - INFO - Std: 2.8893 2025-04-22 16:19:33,667 - INFO - OC Distribution Statistics: 2025-04-22 16:19:33,667 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:33,667 - INFO - Validation Std: 8.9271 2025-04-22 16:19:33,667 - INFO - Training Mean: 23.0004 2025-04-22 16:19:33,667 - INFO - Training Std: 20.3076 2025-04-22 16:19:33,667 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:33,667 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:33,667 - INFO - P-value: 0.0000 2025-04-22 16:19:33,667 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:33,667 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:36,276 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:36,277 - INFO - Timestamp: 2025-04-22 16:19:36 2025-04-22 16:19:36,277 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:36,277 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:36,277 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:36,277 - INFO - Mean: 4.7899 2025-04-22 16:19:36,277 - INFO - Median: 4.2255 2025-04-22 16:19:36,277 - INFO - Min: 0.3763 2025-04-22 16:19:36,277 - INFO - Max: 18.8528 2025-04-22 16:19:36,277 - INFO - Std: 2.8893 2025-04-22 16:19:36,277 - INFO - OC Distribution Statistics: 2025-04-22 16:19:36,277 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:36,277 - INFO - Validation Std: 8.9271 2025-04-22 16:19:36,277 - INFO - Training Mean: 23.0004 2025-04-22 16:19:36,277 - INFO - Training Std: 20.3076 2025-04-22 16:19:36,277 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:36,277 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:36,277 - INFO - P-value: 0.0000 2025-04-22 16:19:36,277 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:36,277 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:36,451 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:36,451 - INFO - Timestamp: 2025-04-22 16:19:36 2025-04-22 16:19:36,451 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:36,451 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:36,451 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:36,451 - INFO - Mean: 4.7899 2025-04-22 16:19:36,451 - INFO - Median: 4.2255 2025-04-22 16:19:36,451 - INFO - Min: 0.3763 2025-04-22 16:19:36,451 - INFO - Max: 18.8528 2025-04-22 16:19:36,451 - INFO - Std: 2.8893 2025-04-22 16:19:36,451 - INFO - OC Distribution Statistics: 2025-04-22 16:19:36,451 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:36,451 - INFO - Validation Std: 8.9271 2025-04-22 16:19:36,451 - INFO - Training Mean: 23.0004 2025-04-22 16:19:36,451 - INFO - Training Std: 20.3076 2025-04-22 16:19:36,451 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:36,451 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:36,451 - INFO - P-value: 0.0000 2025-04-22 16:19:36,451 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:36,451 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:19:36,560 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:19:36,560 - INFO - Timestamp: 2025-04-22 16:19:36 2025-04-22 16:19:36,560 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:19:36,560 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:19:36,560 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:19:36,560 - INFO - Mean: 4.7899 2025-04-22 16:19:36,560 - INFO - Median: 4.2255 2025-04-22 16:19:36,560 - INFO - Min: 0.3763 2025-04-22 16:19:36,560 - INFO - Max: 18.8528 2025-04-22 16:19:36,560 - INFO - Std: 2.8893 2025-04-22 16:19:36,560 - INFO - OC Distribution Statistics: 2025-04-22 16:19:36,560 - INFO - Validation Mean: 17.3772 2025-04-22 16:19:36,560 - INFO - Validation Std: 8.9271 2025-04-22 16:19:36,560 - INFO - Training Mean: 23.0004 2025-04-22 16:19:36,560 - INFO - Training Std: 20.3076 2025-04-22 16:19:36,560 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:19:36,560 - INFO - KS Statistic: 0.1538 2025-04-22 16:19:36,560 - INFO - P-value: 0.0000 2025-04-22 16:19:36,560 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:19:36,560 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:30:10,971 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:30:10,971 - INFO - Timestamp: 2025-04-22 16:30:10 2025-04-22 16:30:10,971 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:30:10,971 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:30:10,971 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:30:10,971 - INFO - Mean: 4.7899 2025-04-22 16:30:10,971 - INFO - Median: 4.2255 2025-04-22 16:30:10,971 - INFO - Min: 0.3763 2025-04-22 16:30:10,971 - INFO - Max: 18.8528 2025-04-22 16:30:10,971 - INFO - Std: 2.8893 2025-04-22 16:30:10,971 - INFO - OC Distribution Statistics: 2025-04-22 16:30:10,971 - INFO - Validation Mean: 17.3772 2025-04-22 16:30:10,971 - INFO - Validation Std: 8.9271 2025-04-22 16:30:10,971 - INFO - Training Mean: 23.0004 2025-04-22 16:30:10,971 - INFO - Training Std: 20.3076 2025-04-22 16:30:10,971 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:30:10,971 - INFO - KS Statistic: 0.1538 2025-04-22 16:30:10,971 - INFO - P-value: 0.0000 2025-04-22 16:30:10,971 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:30:10,971 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:30:13,026 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:30:13,026 - INFO - Timestamp: 2025-04-22 16:30:13 2025-04-22 16:30:13,026 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:30:13,026 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:30:13,026 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:30:13,026 - INFO - Mean: 4.7899 2025-04-22 16:30:13,026 - INFO - Median: 4.2255 2025-04-22 16:30:13,026 - INFO - Min: 0.3763 2025-04-22 16:30:13,026 - INFO - Max: 18.8528 2025-04-22 16:30:13,026 - INFO - Std: 2.8893 2025-04-22 16:30:13,026 - INFO - OC Distribution Statistics: 2025-04-22 16:30:13,026 - INFO - Validation Mean: 17.3772 2025-04-22 16:30:13,026 - INFO - Validation Std: 8.9271 2025-04-22 16:30:13,026 - INFO - Training Mean: 23.0004 2025-04-22 16:30:13,026 - INFO - Training Std: 20.3076 2025-04-22 16:30:13,026 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:30:13,026 - INFO - KS Statistic: 0.1538 2025-04-22 16:30:13,026 - INFO - P-value: 0.0000 2025-04-22 16:30:13,026 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:30:13,026 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:30:19,988 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:30:19,988 - INFO - Timestamp: 2025-04-22 16:30:19 2025-04-22 16:30:19,988 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:30:19,988 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:30:19,988 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:30:19,988 - INFO - Mean: 4.7899 2025-04-22 16:30:19,988 - INFO - Median: 4.2255 2025-04-22 16:30:19,988 - INFO - Min: 0.3763 2025-04-22 16:30:19,989 - INFO - Max: 18.8528 2025-04-22 16:30:19,989 - INFO - Std: 2.8893 2025-04-22 16:30:19,989 - INFO - OC Distribution Statistics: 2025-04-22 16:30:19,989 - INFO - Validation Mean: 17.3772 2025-04-22 16:30:19,989 - INFO - Validation Std: 8.9271 2025-04-22 16:30:19,989 - INFO - Training Mean: 23.0004 2025-04-22 16:30:19,989 - INFO - Training Std: 20.3076 2025-04-22 16:30:19,989 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:30:19,989 - INFO - KS Statistic: 0.1538 2025-04-22 16:30:19,989 - INFO - P-value: 0.0000 2025-04-22 16:30:19,989 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:30:19,989 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 16:30:41,494 - INFO - Validation and Training Set Split Statistics 2025-04-22 16:30:41,494 - INFO - Timestamp: 2025-04-22 16:30:41 2025-04-22 16:30:41,494 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 16:30:41,494 - INFO - Training set size: 15123 (91.58%) 2025-04-22 16:30:41,494 - INFO - Minimum Distance Statistics (km): 2025-04-22 16:30:41,494 - INFO - Mean: 4.7899 2025-04-22 16:30:41,494 - INFO - Median: 4.2255 2025-04-22 16:30:41,494 - INFO - Min: 0.3763 2025-04-22 16:30:41,494 - INFO - Max: 18.8528 2025-04-22 16:30:41,494 - INFO - Std: 2.8893 2025-04-22 16:30:41,494 - INFO - OC Distribution Statistics: 2025-04-22 16:30:41,494 - INFO - Validation Mean: 17.3772 2025-04-22 16:30:41,494 - INFO - Validation Std: 8.9271 2025-04-22 16:30:41,494 - INFO - Training Mean: 23.0004 2025-04-22 16:30:41,494 - INFO - Training Std: 20.3076 2025-04-22 16:30:41,494 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 16:30:41,494 - INFO - KS Statistic: 0.1538 2025-04-22 16:30:41,494 - INFO - P-value: 0.0000 2025-04-22 16:30:41,494 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 16:30:41,494 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:28:58,892 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:28:58,892 - INFO - Timestamp: 2025-04-22 17:28:58 2025-04-22 17:28:58,892 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:28:58,892 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:28:58,892 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:28:58,892 - INFO - Mean: 4.7899 2025-04-22 17:28:58,892 - INFO - Median: 4.2255 2025-04-22 17:28:58,892 - INFO - Min: 0.3763 2025-04-22 17:28:58,892 - INFO - Max: 18.8528 2025-04-22 17:28:58,892 - INFO - Std: 2.8893 2025-04-22 17:28:58,892 - INFO - OC Distribution Statistics: 2025-04-22 17:28:58,892 - INFO - Validation Mean: 17.3772 2025-04-22 17:28:58,892 - INFO - Validation Std: 8.9271 2025-04-22 17:28:58,892 - INFO - Training Mean: 23.0004 2025-04-22 17:28:58,892 - INFO - Training Std: 20.3076 2025-04-22 17:28:58,892 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:28:58,892 - INFO - KS Statistic: 0.1538 2025-04-22 17:28:58,892 - INFO - P-value: 0.0000 2025-04-22 17:28:58,892 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:28:58,892 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:28:59,120 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:28:59,120 - INFO - Timestamp: 2025-04-22 17:28:59 2025-04-22 17:28:59,120 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:28:59,120 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:28:59,120 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:28:59,120 - INFO - Mean: 4.7899 2025-04-22 17:28:59,120 - INFO - Median: 4.2255 2025-04-22 17:28:59,120 - INFO - Min: 0.3763 2025-04-22 17:28:59,120 - INFO - Max: 18.8528 2025-04-22 17:28:59,120 - INFO - Std: 2.8893 2025-04-22 17:28:59,120 - INFO - OC Distribution Statistics: 2025-04-22 17:28:59,120 - INFO - Validation Mean: 17.3772 2025-04-22 17:28:59,120 - INFO - Validation Std: 8.9271 2025-04-22 17:28:59,120 - INFO - Training Mean: 23.0004 2025-04-22 17:28:59,120 - INFO - Training Std: 20.3076 2025-04-22 17:28:59,120 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:28:59,120 - INFO - KS Statistic: 0.1538 2025-04-22 17:28:59,120 - INFO - P-value: 0.0000 2025-04-22 17:28:59,120 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:28:59,120 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:29:00,042 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:29:00,043 - INFO - Timestamp: 2025-04-22 17:29:00 2025-04-22 17:29:00,043 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:29:00,043 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:29:00,043 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:29:00,043 - INFO - Mean: 4.7899 2025-04-22 17:29:00,043 - INFO - Median: 4.2255 2025-04-22 17:29:00,043 - INFO - Min: 0.3763 2025-04-22 17:29:00,043 - INFO - Max: 18.8528 2025-04-22 17:29:00,043 - INFO - Std: 2.8893 2025-04-22 17:29:00,043 - INFO - OC Distribution Statistics: 2025-04-22 17:29:00,043 - INFO - Validation Mean: 17.3772 2025-04-22 17:29:00,043 - INFO - Validation Std: 8.9271 2025-04-22 17:29:00,043 - INFO - Training Mean: 23.0004 2025-04-22 17:29:00,043 - INFO - Training Std: 20.3076 2025-04-22 17:29:00,043 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:29:00,043 - INFO - KS Statistic: 0.1538 2025-04-22 17:29:00,043 - INFO - P-value: 0.0000 2025-04-22 17:29:00,043 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:29:00,043 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:29:00,121 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:29:00,122 - INFO - Timestamp: 2025-04-22 17:29:00 2025-04-22 17:29:00,122 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:29:00,122 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:29:00,122 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:29:00,122 - INFO - Mean: 4.7899 2025-04-22 17:29:00,122 - INFO - Median: 4.2255 2025-04-22 17:29:00,122 - INFO - Min: 0.3763 2025-04-22 17:29:00,122 - INFO - Max: 18.8528 2025-04-22 17:29:00,122 - INFO - Std: 2.8893 2025-04-22 17:29:00,122 - INFO - OC Distribution Statistics: 2025-04-22 17:29:00,122 - INFO - Validation Mean: 17.3772 2025-04-22 17:29:00,122 - INFO - Validation Std: 8.9271 2025-04-22 17:29:00,122 - INFO - Training Mean: 23.0004 2025-04-22 17:29:00,122 - INFO - Training Std: 20.3076 2025-04-22 17:29:00,122 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:29:00,122 - INFO - KS Statistic: 0.1538 2025-04-22 17:29:00,122 - INFO - P-value: 0.0000 2025-04-22 17:29:00,122 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:29:00,122 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:29:00,308 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:29:00,309 - INFO - Timestamp: 2025-04-22 17:29:00 2025-04-22 17:29:00,309 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:29:00,309 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:29:00,309 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:29:00,309 - INFO - Mean: 4.7899 2025-04-22 17:29:00,309 - INFO - Median: 4.2255 2025-04-22 17:29:00,309 - INFO - Min: 0.3763 2025-04-22 17:29:00,309 - INFO - Max: 18.8528 2025-04-22 17:29:00,309 - INFO - Std: 2.8893 2025-04-22 17:29:00,309 - INFO - OC Distribution Statistics: 2025-04-22 17:29:00,309 - INFO - Validation Mean: 17.3772 2025-04-22 17:29:00,309 - INFO - Validation Std: 8.9271 2025-04-22 17:29:00,309 - INFO - Training Mean: 23.0004 2025-04-22 17:29:00,309 - INFO - Training Std: 20.3076 2025-04-22 17:29:00,309 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:29:00,309 - INFO - KS Statistic: 0.1538 2025-04-22 17:29:00,309 - INFO - P-value: 0.0000 2025-04-22 17:29:00,309 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:29:00,309 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:29:03,378 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:29:03,378 - INFO - Timestamp: 2025-04-22 17:29:03 2025-04-22 17:29:03,378 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:29:03,378 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:29:03,378 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:29:03,378 - INFO - Mean: 4.7899 2025-04-22 17:29:03,378 - INFO - Median: 4.2255 2025-04-22 17:29:03,378 - INFO - Min: 0.3763 2025-04-22 17:29:03,378 - INFO - Max: 18.8528 2025-04-22 17:29:03,378 - INFO - Std: 2.8893 2025-04-22 17:29:03,378 - INFO - OC Distribution Statistics: 2025-04-22 17:29:03,378 - INFO - Validation Mean: 17.3772 2025-04-22 17:29:03,378 - INFO - Validation Std: 8.9271 2025-04-22 17:29:03,378 - INFO - Training Mean: 23.0004 2025-04-22 17:29:03,378 - INFO - Training Std: 20.3076 2025-04-22 17:29:03,379 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:29:03,379 - INFO - KS Statistic: 0.1538 2025-04-22 17:29:03,379 - INFO - P-value: 0.0000 2025-04-22 17:29:03,379 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:29:03,379 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:29:05,036 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:29:05,036 - INFO - Timestamp: 2025-04-22 17:29:05 2025-04-22 17:29:05,036 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:29:05,036 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:29:05,036 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:29:05,036 - INFO - Mean: 4.7899 2025-04-22 17:29:05,036 - INFO - Median: 4.2255 2025-04-22 17:29:05,036 - INFO - Min: 0.3763 2025-04-22 17:29:05,036 - INFO - Max: 18.8528 2025-04-22 17:29:05,036 - INFO - Std: 2.8893 2025-04-22 17:29:05,036 - INFO - OC Distribution Statistics: 2025-04-22 17:29:05,036 - INFO - Validation Mean: 17.3772 2025-04-22 17:29:05,036 - INFO - Validation Std: 8.9271 2025-04-22 17:29:05,036 - INFO - Training Mean: 23.0004 2025-04-22 17:29:05,036 - INFO - Training Std: 20.3076 2025-04-22 17:29:05,036 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:29:05,036 - INFO - KS Statistic: 0.1538 2025-04-22 17:29:05,036 - INFO - P-value: 0.0000 2025-04-22 17:29:05,036 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:29:05,036 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:29:05,726 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:29:05,726 - INFO - Timestamp: 2025-04-22 17:29:05 2025-04-22 17:29:05,726 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:29:05,726 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:29:05,726 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:29:05,726 - INFO - Mean: 4.7899 2025-04-22 17:29:05,726 - INFO - Median: 4.2255 2025-04-22 17:29:05,726 - INFO - Min: 0.3763 2025-04-22 17:29:05,726 - INFO - Max: 18.8528 2025-04-22 17:29:05,726 - INFO - Std: 2.8893 2025-04-22 17:29:05,726 - INFO - OC Distribution Statistics: 2025-04-22 17:29:05,726 - INFO - Validation Mean: 17.3772 2025-04-22 17:29:05,726 - INFO - Validation Std: 8.9271 2025-04-22 17:29:05,726 - INFO - Training Mean: 23.0004 2025-04-22 17:29:05,726 - INFO - Training Std: 20.3076 2025-04-22 17:29:05,726 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:29:05,726 - INFO - KS Statistic: 0.1538 2025-04-22 17:29:05,726 - INFO - P-value: 0.0000 2025-04-22 17:29:05,726 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:29:05,726 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:43:58,659 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:43:58,660 - INFO - Timestamp: 2025-04-22 17:43:58 2025-04-22 17:43:58,660 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:43:58,660 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:43:58,660 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:43:58,660 - INFO - Mean: 4.7899 2025-04-22 17:43:58,660 - INFO - Median: 4.2255 2025-04-22 17:43:58,660 - INFO - Min: 0.3763 2025-04-22 17:43:58,660 - INFO - Max: 18.8528 2025-04-22 17:43:58,660 - INFO - Std: 2.8893 2025-04-22 17:43:58,660 - INFO - OC Distribution Statistics: 2025-04-22 17:43:58,660 - INFO - Validation Mean: 17.3772 2025-04-22 17:43:58,660 - INFO - Validation Std: 8.9271 2025-04-22 17:43:58,660 - INFO - Training Mean: 23.0004 2025-04-22 17:43:58,660 - INFO - Training Std: 20.3076 2025-04-22 17:43:58,660 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:43:58,660 - INFO - KS Statistic: 0.1538 2025-04-22 17:43:58,660 - INFO - P-value: 0.0000 2025-04-22 17:43:58,660 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:43:58,660 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:44:02,782 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:44:02,782 - INFO - Timestamp: 2025-04-22 17:44:02 2025-04-22 17:44:02,782 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:44:02,782 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:44:02,782 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:44:02,782 - INFO - Mean: 4.7899 2025-04-22 17:44:02,782 - INFO - Median: 4.2255 2025-04-22 17:44:02,782 - INFO - Min: 0.3763 2025-04-22 17:44:02,782 - INFO - Max: 18.8528 2025-04-22 17:44:02,782 - INFO - Std: 2.8893 2025-04-22 17:44:02,782 - INFO - OC Distribution Statistics: 2025-04-22 17:44:02,782 - INFO - Validation Mean: 17.3772 2025-04-22 17:44:02,782 - INFO - Validation Std: 8.9271 2025-04-22 17:44:02,782 - INFO - Training Mean: 23.0004 2025-04-22 17:44:02,782 - INFO - Training Std: 20.3076 2025-04-22 17:44:02,782 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:44:02,782 - INFO - KS Statistic: 0.1538 2025-04-22 17:44:02,782 - INFO - P-value: 0.0000 2025-04-22 17:44:02,782 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:44:02,782 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:44:10,985 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:44:10,986 - INFO - Timestamp: 2025-04-22 17:44:10 2025-04-22 17:44:10,986 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:44:10,986 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:44:10,986 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:44:10,986 - INFO - Mean: 4.7899 2025-04-22 17:44:10,986 - INFO - Median: 4.2255 2025-04-22 17:44:10,986 - INFO - Min: 0.3763 2025-04-22 17:44:10,986 - INFO - Max: 18.8528 2025-04-22 17:44:10,986 - INFO - Std: 2.8893 2025-04-22 17:44:10,986 - INFO - OC Distribution Statistics: 2025-04-22 17:44:10,986 - INFO - Validation Mean: 17.3772 2025-04-22 17:44:10,986 - INFO - Validation Std: 8.9271 2025-04-22 17:44:10,986 - INFO - Training Mean: 23.0004 2025-04-22 17:44:10,986 - INFO - Training Std: 20.3076 2025-04-22 17:44:10,986 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:44:10,986 - INFO - KS Statistic: 0.1538 2025-04-22 17:44:10,986 - INFO - P-value: 0.0000 2025-04-22 17:44:10,986 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:44:10,986 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 17:44:33,558 - INFO - Validation and Training Set Split Statistics 2025-04-22 17:44:33,558 - INFO - Timestamp: 2025-04-22 17:44:33 2025-04-22 17:44:33,558 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 17:44:33,558 - INFO - Training set size: 15123 (91.58%) 2025-04-22 17:44:33,558 - INFO - Minimum Distance Statistics (km): 2025-04-22 17:44:33,558 - INFO - Mean: 4.7899 2025-04-22 17:44:33,558 - INFO - Median: 4.2255 2025-04-22 17:44:33,558 - INFO - Min: 0.3763 2025-04-22 17:44:33,558 - INFO - Max: 18.8528 2025-04-22 17:44:33,558 - INFO - Std: 2.8893 2025-04-22 17:44:33,558 - INFO - OC Distribution Statistics: 2025-04-22 17:44:33,558 - INFO - Validation Mean: 17.3772 2025-04-22 17:44:33,558 - INFO - Validation Std: 8.9271 2025-04-22 17:44:33,558 - INFO - Training Mean: 23.0004 2025-04-22 17:44:33,558 - INFO - Training Std: 20.3076 2025-04-22 17:44:33,558 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 17:44:33,558 - INFO - KS Statistic: 0.1538 2025-04-22 17:44:33,558 - INFO - P-value: 0.0000 2025-04-22 17:44:33,558 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 17:44:33,558 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:10,813 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:10,813 - INFO - Timestamp: 2025-04-22 18:38:10 2025-04-22 18:38:10,813 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:10,813 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:10,813 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:10,813 - INFO - Mean: 4.7899 2025-04-22 18:38:10,813 - INFO - Median: 4.2255 2025-04-22 18:38:10,813 - INFO - Min: 0.3763 2025-04-22 18:38:10,814 - INFO - Max: 18.8528 2025-04-22 18:38:10,814 - INFO - Std: 2.8893 2025-04-22 18:38:10,814 - INFO - OC Distribution Statistics: 2025-04-22 18:38:10,814 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:10,814 - INFO - Validation Std: 8.9271 2025-04-22 18:38:10,814 - INFO - Training Mean: 23.0004 2025-04-22 18:38:10,814 - INFO - Training Std: 20.3076 2025-04-22 18:38:10,814 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:10,814 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:10,814 - INFO - P-value: 0.0000 2025-04-22 18:38:10,814 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:10,814 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:12,476 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:12,476 - INFO - Timestamp: 2025-04-22 18:38:12 2025-04-22 18:38:12,476 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:12,476 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:12,476 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:12,476 - INFO - Mean: 4.7899 2025-04-22 18:38:12,476 - INFO - Median: 4.2255 2025-04-22 18:38:12,476 - INFO - Min: 0.3763 2025-04-22 18:38:12,477 - INFO - Max: 18.8528 2025-04-22 18:38:12,477 - INFO - Std: 2.8893 2025-04-22 18:38:12,477 - INFO - OC Distribution Statistics: 2025-04-22 18:38:12,477 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:12,477 - INFO - Validation Std: 8.9271 2025-04-22 18:38:12,477 - INFO - Training Mean: 23.0004 2025-04-22 18:38:12,477 - INFO - Training Std: 20.3076 2025-04-22 18:38:12,477 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:12,477 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:12,477 - INFO - P-value: 0.0000 2025-04-22 18:38:12,477 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:12,477 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:12,769 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:12,769 - INFO - Timestamp: 2025-04-22 18:38:12 2025-04-22 18:38:12,769 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:12,769 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:12,769 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:12,769 - INFO - Mean: 4.7899 2025-04-22 18:38:12,769 - INFO - Median: 4.2255 2025-04-22 18:38:12,769 - INFO - Min: 0.3763 2025-04-22 18:38:12,769 - INFO - Max: 18.8528 2025-04-22 18:38:12,769 - INFO - Std: 2.8893 2025-04-22 18:38:12,769 - INFO - OC Distribution Statistics: 2025-04-22 18:38:12,769 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:12,769 - INFO - Validation Std: 8.9271 2025-04-22 18:38:12,769 - INFO - Training Mean: 23.0004 2025-04-22 18:38:12,769 - INFO - Training Std: 20.3076 2025-04-22 18:38:12,769 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:12,769 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:12,769 - INFO - P-value: 0.0000 2025-04-22 18:38:12,769 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:12,769 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:13,316 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:13,317 - INFO - Timestamp: 2025-04-22 18:38:13 2025-04-22 18:38:13,317 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:13,317 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:13,317 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:13,317 - INFO - Mean: 4.7899 2025-04-22 18:38:13,317 - INFO - Median: 4.2255 2025-04-22 18:38:13,317 - INFO - Min: 0.3763 2025-04-22 18:38:13,317 - INFO - Max: 18.8528 2025-04-22 18:38:13,317 - INFO - Std: 2.8893 2025-04-22 18:38:13,317 - INFO - OC Distribution Statistics: 2025-04-22 18:38:13,317 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:13,317 - INFO - Validation Std: 8.9271 2025-04-22 18:38:13,317 - INFO - Training Mean: 23.0004 2025-04-22 18:38:13,317 - INFO - Training Std: 20.3076 2025-04-22 18:38:13,317 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:13,317 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:13,317 - INFO - P-value: 0.0000 2025-04-22 18:38:13,317 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:13,317 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:15,684 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:15,684 - INFO - Timestamp: 2025-04-22 18:38:15 2025-04-22 18:38:15,684 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:15,684 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:15,684 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:15,684 - INFO - Mean: 4.7899 2025-04-22 18:38:15,684 - INFO - Median: 4.2255 2025-04-22 18:38:15,684 - INFO - Min: 0.3763 2025-04-22 18:38:15,684 - INFO - Max: 18.8528 2025-04-22 18:38:15,684 - INFO - Std: 2.8893 2025-04-22 18:38:15,684 - INFO - OC Distribution Statistics: 2025-04-22 18:38:15,684 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:15,684 - INFO - Validation Std: 8.9271 2025-04-22 18:38:15,684 - INFO - Training Mean: 23.0004 2025-04-22 18:38:15,684 - INFO - Training Std: 20.3076 2025-04-22 18:38:15,684 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:15,684 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:15,684 - INFO - P-value: 0.0000 2025-04-22 18:38:15,685 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:15,685 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:16,440 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:16,440 - INFO - Timestamp: 2025-04-22 18:38:16 2025-04-22 18:38:16,440 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:16,440 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:16,440 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:16,440 - INFO - Mean: 4.7899 2025-04-22 18:38:16,440 - INFO - Median: 4.2255 2025-04-22 18:38:16,440 - INFO - Min: 0.3763 2025-04-22 18:38:16,440 - INFO - Max: 18.8528 2025-04-22 18:38:16,440 - INFO - Std: 2.8893 2025-04-22 18:38:16,440 - INFO - OC Distribution Statistics: 2025-04-22 18:38:16,440 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:16,440 - INFO - Validation Std: 8.9271 2025-04-22 18:38:16,440 - INFO - Training Mean: 23.0004 2025-04-22 18:38:16,440 - INFO - Training Std: 20.3076 2025-04-22 18:38:16,440 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:16,440 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:16,440 - INFO - P-value: 0.0000 2025-04-22 18:38:16,440 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:16,440 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:18,063 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:18,064 - INFO - Timestamp: 2025-04-22 18:38:18 2025-04-22 18:38:18,064 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:18,064 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:18,064 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:18,064 - INFO - Mean: 4.7899 2025-04-22 18:38:18,064 - INFO - Median: 4.2255 2025-04-22 18:38:18,064 - INFO - Min: 0.3763 2025-04-22 18:38:18,064 - INFO - Max: 18.8528 2025-04-22 18:38:18,064 - INFO - Std: 2.8893 2025-04-22 18:38:18,064 - INFO - OC Distribution Statistics: 2025-04-22 18:38:18,064 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:18,064 - INFO - Validation Std: 8.9271 2025-04-22 18:38:18,064 - INFO - Training Mean: 23.0004 2025-04-22 18:38:18,064 - INFO - Training Std: 20.3076 2025-04-22 18:38:18,064 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:18,064 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:18,064 - INFO - P-value: 0.0000 2025-04-22 18:38:18,064 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:18,064 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:38:18,715 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:38:18,715 - INFO - Timestamp: 2025-04-22 18:38:18 2025-04-22 18:38:18,715 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:38:18,715 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:38:18,715 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:38:18,715 - INFO - Mean: 4.7899 2025-04-22 18:38:18,715 - INFO - Median: 4.2255 2025-04-22 18:38:18,715 - INFO - Min: 0.3763 2025-04-22 18:38:18,715 - INFO - Max: 18.8528 2025-04-22 18:38:18,715 - INFO - Std: 2.8893 2025-04-22 18:38:18,715 - INFO - OC Distribution Statistics: 2025-04-22 18:38:18,715 - INFO - Validation Mean: 17.3772 2025-04-22 18:38:18,715 - INFO - Validation Std: 8.9271 2025-04-22 18:38:18,715 - INFO - Training Mean: 23.0004 2025-04-22 18:38:18,715 - INFO - Training Std: 20.3076 2025-04-22 18:38:18,715 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:38:18,715 - INFO - KS Statistic: 0.1538 2025-04-22 18:38:18,716 - INFO - P-value: 0.0000 2025-04-22 18:38:18,716 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:38:18,716 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:58:40,681 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:58:40,681 - INFO - Timestamp: 2025-04-22 18:58:40 2025-04-22 18:58:40,681 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:58:40,681 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:58:40,681 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:58:40,681 - INFO - Mean: 4.7899 2025-04-22 18:58:40,681 - INFO - Median: 4.2255 2025-04-22 18:58:40,681 - INFO - Min: 0.3763 2025-04-22 18:58:40,681 - INFO - Max: 18.8528 2025-04-22 18:58:40,681 - INFO - Std: 2.8893 2025-04-22 18:58:40,681 - INFO - OC Distribution Statistics: 2025-04-22 18:58:40,681 - INFO - Validation Mean: 17.3772 2025-04-22 18:58:40,681 - INFO - Validation Std: 8.9271 2025-04-22 18:58:40,681 - INFO - Training Mean: 23.0004 2025-04-22 18:58:40,681 - INFO - Training Std: 20.3076 2025-04-22 18:58:40,681 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:58:40,681 - INFO - KS Statistic: 0.1538 2025-04-22 18:58:40,681 - INFO - P-value: 0.0000 2025-04-22 18:58:40,681 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:58:40,681 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:58:42,444 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:58:42,444 - INFO - Timestamp: 2025-04-22 18:58:42 2025-04-22 18:58:42,444 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:58:42,444 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:58:42,444 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:58:42,444 - INFO - Mean: 4.7899 2025-04-22 18:58:42,444 - INFO - Median: 4.2255 2025-04-22 18:58:42,444 - INFO - Min: 0.3763 2025-04-22 18:58:42,444 - INFO - Max: 18.8528 2025-04-22 18:58:42,444 - INFO - Std: 2.8893 2025-04-22 18:58:42,444 - INFO - OC Distribution Statistics: 2025-04-22 18:58:42,444 - INFO - Validation Mean: 17.3772 2025-04-22 18:58:42,444 - INFO - Validation Std: 8.9271 2025-04-22 18:58:42,444 - INFO - Training Mean: 23.0004 2025-04-22 18:58:42,444 - INFO - Training Std: 20.3076 2025-04-22 18:58:42,444 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:58:42,444 - INFO - KS Statistic: 0.1538 2025-04-22 18:58:42,444 - INFO - P-value: 0.0000 2025-04-22 18:58:42,444 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:58:42,444 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:58:57,515 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:58:57,516 - INFO - Timestamp: 2025-04-22 18:58:57 2025-04-22 18:58:57,516 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:58:57,516 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:58:57,516 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:58:57,516 - INFO - Mean: 4.7899 2025-04-22 18:58:57,516 - INFO - Median: 4.2255 2025-04-22 18:58:57,516 - INFO - Min: 0.3763 2025-04-22 18:58:57,516 - INFO - Max: 18.8528 2025-04-22 18:58:57,516 - INFO - Std: 2.8893 2025-04-22 18:58:57,516 - INFO - OC Distribution Statistics: 2025-04-22 18:58:57,516 - INFO - Validation Mean: 17.3772 2025-04-22 18:58:57,516 - INFO - Validation Std: 8.9271 2025-04-22 18:58:57,516 - INFO - Training Mean: 23.0004 2025-04-22 18:58:57,516 - INFO - Training Std: 20.3076 2025-04-22 18:58:57,516 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:58:57,516 - INFO - KS Statistic: 0.1538 2025-04-22 18:58:57,516 - INFO - P-value: 0.0000 2025-04-22 18:58:57,516 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:58:57,516 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 18:59:10,364 - INFO - Validation and Training Set Split Statistics 2025-04-22 18:59:10,364 - INFO - Timestamp: 2025-04-22 18:59:10 2025-04-22 18:59:10,365 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 18:59:10,365 - INFO - Training set size: 15123 (91.58%) 2025-04-22 18:59:10,365 - INFO - Minimum Distance Statistics (km): 2025-04-22 18:59:10,365 - INFO - Mean: 4.7899 2025-04-22 18:59:10,365 - INFO - Median: 4.2255 2025-04-22 18:59:10,365 - INFO - Min: 0.3763 2025-04-22 18:59:10,365 - INFO - Max: 18.8528 2025-04-22 18:59:10,365 - INFO - Std: 2.8893 2025-04-22 18:59:10,365 - INFO - OC Distribution Statistics: 2025-04-22 18:59:10,365 - INFO - Validation Mean: 17.3772 2025-04-22 18:59:10,365 - INFO - Validation Std: 8.9271 2025-04-22 18:59:10,365 - INFO - Training Mean: 23.0004 2025-04-22 18:59:10,365 - INFO - Training Std: 20.3076 2025-04-22 18:59:10,365 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 18:59:10,365 - INFO - KS Statistic: 0.1538 2025-04-22 18:59:10,365 - INFO - P-value: 0.0000 2025-04-22 18:59:10,365 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 18:59:10,365 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:46:54,630 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:46:54,630 - INFO - Timestamp: 2025-04-22 19:46:54 2025-04-22 19:46:54,630 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:46:54,630 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:46:54,630 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:46:54,630 - INFO - Mean: 4.7899 2025-04-22 19:46:54,630 - INFO - Median: 4.2255 2025-04-22 19:46:54,630 - INFO - Min: 0.3763 2025-04-22 19:46:54,630 - INFO - Max: 18.8528 2025-04-22 19:46:54,630 - INFO - Std: 2.8893 2025-04-22 19:46:54,630 - INFO - OC Distribution Statistics: 2025-04-22 19:46:54,630 - INFO - Validation Mean: 17.3772 2025-04-22 19:46:54,630 - INFO - Validation Std: 8.9271 2025-04-22 19:46:54,630 - INFO - Training Mean: 23.0004 2025-04-22 19:46:54,630 - INFO - Training Std: 20.3076 2025-04-22 19:46:54,630 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:46:54,630 - INFO - KS Statistic: 0.1538 2025-04-22 19:46:54,630 - INFO - P-value: 0.0000 2025-04-22 19:46:54,630 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:46:54,630 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:46:55,064 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:46:55,064 - INFO - Timestamp: 2025-04-22 19:46:55 2025-04-22 19:46:55,064 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:46:55,064 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:46:55,064 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:46:55,064 - INFO - Mean: 4.7899 2025-04-22 19:46:55,064 - INFO - Median: 4.2255 2025-04-22 19:46:55,064 - INFO - Min: 0.3763 2025-04-22 19:46:55,064 - INFO - Max: 18.8528 2025-04-22 19:46:55,064 - INFO - Std: 2.8893 2025-04-22 19:46:55,064 - INFO - OC Distribution Statistics: 2025-04-22 19:46:55,064 - INFO - Validation Mean: 17.3772 2025-04-22 19:46:55,064 - INFO - Validation Std: 8.9271 2025-04-22 19:46:55,064 - INFO - Training Mean: 23.0004 2025-04-22 19:46:55,064 - INFO - Training Std: 20.3076 2025-04-22 19:46:55,064 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:46:55,064 - INFO - KS Statistic: 0.1538 2025-04-22 19:46:55,064 - INFO - P-value: 0.0000 2025-04-22 19:46:55,064 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:46:55,064 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:46:56,141 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:46:56,141 - INFO - Timestamp: 2025-04-22 19:46:56 2025-04-22 19:46:56,141 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:46:56,141 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:46:56,141 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:46:56,141 - INFO - Mean: 4.7899 2025-04-22 19:46:56,141 - INFO - Median: 4.2255 2025-04-22 19:46:56,141 - INFO - Min: 0.3763 2025-04-22 19:46:56,141 - INFO - Max: 18.8528 2025-04-22 19:46:56,141 - INFO - Std: 2.8893 2025-04-22 19:46:56,141 - INFO - OC Distribution Statistics: 2025-04-22 19:46:56,141 - INFO - Validation Mean: 17.3772 2025-04-22 19:46:56,141 - INFO - Validation Std: 8.9271 2025-04-22 19:46:56,141 - INFO - Training Mean: 23.0004 2025-04-22 19:46:56,141 - INFO - Training Std: 20.3076 2025-04-22 19:46:56,141 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:46:56,141 - INFO - KS Statistic: 0.1538 2025-04-22 19:46:56,141 - INFO - P-value: 0.0000 2025-04-22 19:46:56,141 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:46:56,141 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:46:56,305 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:46:56,305 - INFO - Timestamp: 2025-04-22 19:46:56 2025-04-22 19:46:56,305 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:46:56,305 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:46:56,305 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:46:56,305 - INFO - Mean: 4.7899 2025-04-22 19:46:56,305 - INFO - Median: 4.2255 2025-04-22 19:46:56,305 - INFO - Min: 0.3763 2025-04-22 19:46:56,305 - INFO - Max: 18.8528 2025-04-22 19:46:56,305 - INFO - Std: 2.8893 2025-04-22 19:46:56,305 - INFO - OC Distribution Statistics: 2025-04-22 19:46:56,305 - INFO - Validation Mean: 17.3772 2025-04-22 19:46:56,305 - INFO - Validation Std: 8.9271 2025-04-22 19:46:56,305 - INFO - Training Mean: 23.0004 2025-04-22 19:46:56,305 - INFO - Training Std: 20.3076 2025-04-22 19:46:56,305 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:46:56,305 - INFO - KS Statistic: 0.1538 2025-04-22 19:46:56,305 - INFO - P-value: 0.0000 2025-04-22 19:46:56,305 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:46:56,305 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:46:59,481 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:46:59,481 - INFO - Timestamp: 2025-04-22 19:46:59 2025-04-22 19:46:59,481 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:46:59,481 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:46:59,481 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:46:59,481 - INFO - Mean: 4.7899 2025-04-22 19:46:59,481 - INFO - Median: 4.2255 2025-04-22 19:46:59,481 - INFO - Min: 0.3763 2025-04-22 19:46:59,481 - INFO - Max: 18.8528 2025-04-22 19:46:59,481 - INFO - Std: 2.8893 2025-04-22 19:46:59,481 - INFO - OC Distribution Statistics: 2025-04-22 19:46:59,481 - INFO - Validation Mean: 17.3772 2025-04-22 19:46:59,481 - INFO - Validation Std: 8.9271 2025-04-22 19:46:59,481 - INFO - Training Mean: 23.0004 2025-04-22 19:46:59,481 - INFO - Training Std: 20.3076 2025-04-22 19:46:59,481 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:46:59,481 - INFO - KS Statistic: 0.1538 2025-04-22 19:46:59,481 - INFO - P-value: 0.0000 2025-04-22 19:46:59,481 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:46:59,481 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:47:01,113 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:47:01,113 - INFO - Timestamp: 2025-04-22 19:47:01 2025-04-22 19:47:01,113 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:47:01,113 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:47:01,113 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:47:01,113 - INFO - Mean: 4.7899 2025-04-22 19:47:01,113 - INFO - Median: 4.2255 2025-04-22 19:47:01,113 - INFO - Min: 0.3763 2025-04-22 19:47:01,113 - INFO - Max: 18.8528 2025-04-22 19:47:01,113 - INFO - Std: 2.8893 2025-04-22 19:47:01,113 - INFO - OC Distribution Statistics: 2025-04-22 19:47:01,113 - INFO - Validation Mean: 17.3772 2025-04-22 19:47:01,113 - INFO - Validation Std: 8.9271 2025-04-22 19:47:01,113 - INFO - Training Mean: 23.0004 2025-04-22 19:47:01,113 - INFO - Training Std: 20.3076 2025-04-22 19:47:01,113 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:47:01,113 - INFO - KS Statistic: 0.1538 2025-04-22 19:47:01,113 - INFO - P-value: 0.0000 2025-04-22 19:47:01,113 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:47:01,113 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:47:01,604 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:47:01,605 - INFO - Timestamp: 2025-04-22 19:47:01 2025-04-22 19:47:01,605 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:47:01,605 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:47:01,605 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:47:01,605 - INFO - Mean: 4.7899 2025-04-22 19:47:01,605 - INFO - Median: 4.2255 2025-04-22 19:47:01,605 - INFO - Min: 0.3763 2025-04-22 19:47:01,605 - INFO - Max: 18.8528 2025-04-22 19:47:01,605 - INFO - Std: 2.8893 2025-04-22 19:47:01,605 - INFO - OC Distribution Statistics: 2025-04-22 19:47:01,605 - INFO - Validation Mean: 17.3772 2025-04-22 19:47:01,605 - INFO - Validation Std: 8.9271 2025-04-22 19:47:01,605 - INFO - Training Mean: 23.0004 2025-04-22 19:47:01,605 - INFO - Training Std: 20.3076 2025-04-22 19:47:01,605 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:47:01,605 - INFO - KS Statistic: 0.1538 2025-04-22 19:47:01,605 - INFO - P-value: 0.0000 2025-04-22 19:47:01,605 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:47:01,605 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 19:47:02,714 - INFO - Validation and Training Set Split Statistics 2025-04-22 19:47:02,714 - INFO - Timestamp: 2025-04-22 19:47:02 2025-04-22 19:47:02,714 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 19:47:02,714 - INFO - Training set size: 15123 (91.58%) 2025-04-22 19:47:02,714 - INFO - Minimum Distance Statistics (km): 2025-04-22 19:47:02,714 - INFO - Mean: 4.7899 2025-04-22 19:47:02,714 - INFO - Median: 4.2255 2025-04-22 19:47:02,714 - INFO - Min: 0.3763 2025-04-22 19:47:02,714 - INFO - Max: 18.8528 2025-04-22 19:47:02,714 - INFO - Std: 2.8893 2025-04-22 19:47:02,714 - INFO - OC Distribution Statistics: 2025-04-22 19:47:02,714 - INFO - Validation Mean: 17.3772 2025-04-22 19:47:02,714 - INFO - Validation Std: 8.9271 2025-04-22 19:47:02,714 - INFO - Training Mean: 23.0004 2025-04-22 19:47:02,714 - INFO - Training Std: 20.3076 2025-04-22 19:47:02,714 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 19:47:02,714 - INFO - KS Statistic: 0.1538 2025-04-22 19:47:02,714 - INFO - P-value: 0.0000 2025-04-22 19:47:02,714 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 19:47:02,714 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:13,403 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:13,404 - INFO - Timestamp: 2025-04-22 20:57:13 2025-04-22 20:57:13,404 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:13,404 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:13,404 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:13,404 - INFO - Mean: 4.7899 2025-04-22 20:57:13,404 - INFO - Median: 4.2255 2025-04-22 20:57:13,404 - INFO - Min: 0.3763 2025-04-22 20:57:13,404 - INFO - Max: 18.8528 2025-04-22 20:57:13,404 - INFO - Std: 2.8893 2025-04-22 20:57:13,404 - INFO - OC Distribution Statistics: 2025-04-22 20:57:13,404 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:13,404 - INFO - Validation Std: 8.9271 2025-04-22 20:57:13,404 - INFO - Training Mean: 23.0004 2025-04-22 20:57:13,404 - INFO - Training Std: 20.3076 2025-04-22 20:57:13,404 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:13,404 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:13,404 - INFO - P-value: 0.0000 2025-04-22 20:57:13,404 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:13,404 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:13,844 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:13,844 - INFO - Timestamp: 2025-04-22 20:57:13 2025-04-22 20:57:13,844 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:13,844 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:13,844 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:13,844 - INFO - Mean: 4.7899 2025-04-22 20:57:13,844 - INFO - Median: 4.2255 2025-04-22 20:57:13,844 - INFO - Min: 0.3763 2025-04-22 20:57:13,844 - INFO - Max: 18.8528 2025-04-22 20:57:13,844 - INFO - Std: 2.8893 2025-04-22 20:57:13,844 - INFO - OC Distribution Statistics: 2025-04-22 20:57:13,844 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:13,844 - INFO - Validation Std: 8.9271 2025-04-22 20:57:13,844 - INFO - Training Mean: 23.0004 2025-04-22 20:57:13,844 - INFO - Training Std: 20.3076 2025-04-22 20:57:13,844 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:13,844 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:13,844 - INFO - P-value: 0.0000 2025-04-22 20:57:13,844 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:13,844 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:14,474 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:14,474 - INFO - Timestamp: 2025-04-22 20:57:14 2025-04-22 20:57:14,474 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:14,474 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:14,474 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:14,474 - INFO - Mean: 4.7899 2025-04-22 20:57:14,474 - INFO - Median: 4.2255 2025-04-22 20:57:14,474 - INFO - Min: 0.3763 2025-04-22 20:57:14,474 - INFO - Max: 18.8528 2025-04-22 20:57:14,474 - INFO - Std: 2.8893 2025-04-22 20:57:14,474 - INFO - OC Distribution Statistics: 2025-04-22 20:57:14,474 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:14,474 - INFO - Validation Std: 8.9271 2025-04-22 20:57:14,474 - INFO - Training Mean: 23.0004 2025-04-22 20:57:14,474 - INFO - Training Std: 20.3076 2025-04-22 20:57:14,474 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:14,474 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:14,474 - INFO - P-value: 0.0000 2025-04-22 20:57:14,474 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:14,474 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:15,196 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:15,196 - INFO - Timestamp: 2025-04-22 20:57:15 2025-04-22 20:57:15,197 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:15,197 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:15,197 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:15,197 - INFO - Mean: 4.7899 2025-04-22 20:57:15,197 - INFO - Median: 4.2255 2025-04-22 20:57:15,197 - INFO - Min: 0.3763 2025-04-22 20:57:15,197 - INFO - Max: 18.8528 2025-04-22 20:57:15,197 - INFO - Std: 2.8893 2025-04-22 20:57:15,197 - INFO - OC Distribution Statistics: 2025-04-22 20:57:15,197 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:15,197 - INFO - Validation Std: 8.9271 2025-04-22 20:57:15,197 - INFO - Training Mean: 23.0004 2025-04-22 20:57:15,197 - INFO - Training Std: 20.3076 2025-04-22 20:57:15,197 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:15,197 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:15,197 - INFO - P-value: 0.0000 2025-04-22 20:57:15,197 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:15,197 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:16,786 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:16,786 - INFO - Timestamp: 2025-04-22 20:57:16 2025-04-22 20:57:16,786 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:16,786 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:16,786 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:16,786 - INFO - Mean: 4.7899 2025-04-22 20:57:16,786 - INFO - Median: 4.2255 2025-04-22 20:57:16,786 - INFO - Min: 0.3763 2025-04-22 20:57:16,786 - INFO - Max: 18.8528 2025-04-22 20:57:16,786 - INFO - Std: 2.8893 2025-04-22 20:57:16,786 - INFO - OC Distribution Statistics: 2025-04-22 20:57:16,786 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:16,786 - INFO - Validation Std: 8.9271 2025-04-22 20:57:16,786 - INFO - Training Mean: 23.0004 2025-04-22 20:57:16,786 - INFO - Training Std: 20.3076 2025-04-22 20:57:16,786 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:16,786 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:16,786 - INFO - P-value: 0.0000 2025-04-22 20:57:16,786 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:16,786 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:18,524 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:18,524 - INFO - Timestamp: 2025-04-22 20:57:18 2025-04-22 20:57:18,524 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:18,524 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:18,524 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:18,524 - INFO - Mean: 4.7899 2025-04-22 20:57:18,524 - INFO - Median: 4.2255 2025-04-22 20:57:18,524 - INFO - Min: 0.3763 2025-04-22 20:57:18,524 - INFO - Max: 18.8528 2025-04-22 20:57:18,524 - INFO - Std: 2.8893 2025-04-22 20:57:18,524 - INFO - OC Distribution Statistics: 2025-04-22 20:57:18,524 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:18,524 - INFO - Validation Std: 8.9271 2025-04-22 20:57:18,524 - INFO - Training Mean: 23.0004 2025-04-22 20:57:18,524 - INFO - Training Std: 20.3076 2025-04-22 20:57:18,524 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:18,524 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:18,524 - INFO - P-value: 0.0000 2025-04-22 20:57:18,524 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:18,524 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:18,962 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:18,962 - INFO - Timestamp: 2025-04-22 20:57:18 2025-04-22 20:57:18,962 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:18,962 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:18,962 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:18,962 - INFO - Mean: 4.7899 2025-04-22 20:57:18,962 - INFO - Median: 4.2255 2025-04-22 20:57:18,962 - INFO - Min: 0.3763 2025-04-22 20:57:18,962 - INFO - Max: 18.8528 2025-04-22 20:57:18,962 - INFO - Std: 2.8893 2025-04-22 20:57:18,962 - INFO - OC Distribution Statistics: 2025-04-22 20:57:18,962 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:18,962 - INFO - Validation Std: 8.9271 2025-04-22 20:57:18,962 - INFO - Training Mean: 23.0004 2025-04-22 20:57:18,962 - INFO - Training Std: 20.3076 2025-04-22 20:57:18,962 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:18,962 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:18,962 - INFO - P-value: 0.0000 2025-04-22 20:57:18,962 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:18,962 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-22 20:57:19,124 - INFO - Validation and Training Set Split Statistics 2025-04-22 20:57:19,124 - INFO - Timestamp: 2025-04-22 20:57:19 2025-04-22 20:57:19,124 - INFO - Validation set size: 1391 (8.42%) 2025-04-22 20:57:19,124 - INFO - Training set size: 15123 (91.58%) 2025-04-22 20:57:19,124 - INFO - Minimum Distance Statistics (km): 2025-04-22 20:57:19,125 - INFO - Mean: 4.7899 2025-04-22 20:57:19,125 - INFO - Median: 4.2255 2025-04-22 20:57:19,125 - INFO - Min: 0.3763 2025-04-22 20:57:19,125 - INFO - Max: 18.8528 2025-04-22 20:57:19,125 - INFO - Std: 2.8893 2025-04-22 20:57:19,125 - INFO - OC Distribution Statistics: 2025-04-22 20:57:19,125 - INFO - Validation Mean: 17.3772 2025-04-22 20:57:19,125 - INFO - Validation Std: 8.9271 2025-04-22 20:57:19,125 - INFO - Training Mean: 23.0004 2025-04-22 20:57:19,125 - INFO - Training Std: 20.3076 2025-04-22 20:57:19,125 - INFO - Kolmogorov-Smirnov Test: 2025-04-22 20:57:19,125 - INFO - KS Statistic: 0.1538 2025-04-22 20:57:19,125 - INFO - P-value: 0.0000 2025-04-22 20:57:19,125 - INFO - Distribution Fit: Inverse Gamma 2025-04-22 20:57:19,125 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:14:59,019 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:14:59,019 - INFO - Timestamp: 2025-04-23 15:14:59 2025-04-23 15:14:59,019 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:14:59,019 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:14:59,019 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:14:59,019 - INFO - Mean: 4.7899 2025-04-23 15:14:59,019 - INFO - Median: 4.2255 2025-04-23 15:14:59,019 - INFO - Min: 0.3763 2025-04-23 15:14:59,019 - INFO - Max: 18.8528 2025-04-23 15:14:59,019 - INFO - Std: 2.8893 2025-04-23 15:14:59,019 - INFO - OC Distribution Statistics: 2025-04-23 15:14:59,020 - INFO - Validation Mean: 17.3772 2025-04-23 15:14:59,020 - INFO - Validation Std: 8.9271 2025-04-23 15:14:59,020 - INFO - Training Mean: 23.0004 2025-04-23 15:14:59,020 - INFO - Training Std: 20.3076 2025-04-23 15:14:59,020 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:14:59,020 - INFO - KS Statistic: 0.1538 2025-04-23 15:14:59,020 - INFO - P-value: 0.0000 2025-04-23 15:14:59,020 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:14:59,020 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:14:59,931 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:14:59,931 - INFO - Timestamp: 2025-04-23 15:14:59 2025-04-23 15:14:59,931 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:14:59,931 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:14:59,931 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:14:59,931 - INFO - Mean: 4.7899 2025-04-23 15:14:59,931 - INFO - Median: 4.2255 2025-04-23 15:14:59,931 - INFO - Min: 0.3763 2025-04-23 15:14:59,931 - INFO - Max: 18.8528 2025-04-23 15:14:59,931 - INFO - Std: 2.8893 2025-04-23 15:14:59,931 - INFO - OC Distribution Statistics: 2025-04-23 15:14:59,931 - INFO - Validation Mean: 17.3772 2025-04-23 15:14:59,931 - INFO - Validation Std: 8.9271 2025-04-23 15:14:59,931 - INFO - Training Mean: 23.0004 2025-04-23 15:14:59,931 - INFO - Training Std: 20.3076 2025-04-23 15:14:59,931 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:14:59,931 - INFO - KS Statistic: 0.1538 2025-04-23 15:14:59,932 - INFO - P-value: 0.0000 2025-04-23 15:14:59,932 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:14:59,932 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:15:00,352 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:15:00,352 - INFO - Timestamp: 2025-04-23 15:15:00 2025-04-23 15:15:00,352 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:15:00,352 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:15:00,352 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:15:00,352 - INFO - Mean: 4.7899 2025-04-23 15:15:00,352 - INFO - Median: 4.2255 2025-04-23 15:15:00,352 - INFO - Min: 0.3763 2025-04-23 15:15:00,352 - INFO - Max: 18.8528 2025-04-23 15:15:00,352 - INFO - Std: 2.8893 2025-04-23 15:15:00,352 - INFO - OC Distribution Statistics: 2025-04-23 15:15:00,352 - INFO - Validation Mean: 17.3772 2025-04-23 15:15:00,352 - INFO - Validation Std: 8.9271 2025-04-23 15:15:00,352 - INFO - Training Mean: 23.0004 2025-04-23 15:15:00,352 - INFO - Training Std: 20.3076 2025-04-23 15:15:00,352 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:15:00,352 - INFO - KS Statistic: 0.1538 2025-04-23 15:15:00,352 - INFO - P-value: 0.0000 2025-04-23 15:15:00,352 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:15:00,352 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:15:00,576 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:15:00,576 - INFO - Timestamp: 2025-04-23 15:15:00 2025-04-23 15:15:00,576 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:15:00,576 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:15:00,576 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:15:00,576 - INFO - Mean: 4.7899 2025-04-23 15:15:00,576 - INFO - Median: 4.2255 2025-04-23 15:15:00,576 - INFO - Min: 0.3763 2025-04-23 15:15:00,576 - INFO - Max: 18.8528 2025-04-23 15:15:00,576 - INFO - Std: 2.8893 2025-04-23 15:15:00,576 - INFO - OC Distribution Statistics: 2025-04-23 15:15:00,576 - INFO - Validation Mean: 17.3772 2025-04-23 15:15:00,576 - INFO - Validation Std: 8.9271 2025-04-23 15:15:00,576 - INFO - Training Mean: 23.0004 2025-04-23 15:15:00,576 - INFO - Training Std: 20.3076 2025-04-23 15:15:00,576 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:15:00,576 - INFO - KS Statistic: 0.1538 2025-04-23 15:15:00,576 - INFO - P-value: 0.0000 2025-04-23 15:15:00,576 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:15:00,576 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:15:02,525 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:15:02,525 - INFO - Timestamp: 2025-04-23 15:15:02 2025-04-23 15:15:02,525 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:15:02,525 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:15:02,525 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:15:02,525 - INFO - Mean: 4.7899 2025-04-23 15:15:02,525 - INFO - Median: 4.2255 2025-04-23 15:15:02,525 - INFO - Min: 0.3763 2025-04-23 15:15:02,525 - INFO - Max: 18.8528 2025-04-23 15:15:02,525 - INFO - Std: 2.8893 2025-04-23 15:15:02,525 - INFO - OC Distribution Statistics: 2025-04-23 15:15:02,525 - INFO - Validation Mean: 17.3772 2025-04-23 15:15:02,525 - INFO - Validation Std: 8.9271 2025-04-23 15:15:02,525 - INFO - Training Mean: 23.0004 2025-04-23 15:15:02,525 - INFO - Training Std: 20.3076 2025-04-23 15:15:02,525 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:15:02,525 - INFO - KS Statistic: 0.1538 2025-04-23 15:15:02,525 - INFO - P-value: 0.0000 2025-04-23 15:15:02,525 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:15:02,525 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:15:04,682 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:15:04,682 - INFO - Timestamp: 2025-04-23 15:15:04 2025-04-23 15:15:04,682 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:15:04,682 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:15:04,682 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:15:04,682 - INFO - Mean: 4.7899 2025-04-23 15:15:04,682 - INFO - Median: 4.2255 2025-04-23 15:15:04,682 - INFO - Min: 0.3763 2025-04-23 15:15:04,682 - INFO - Max: 18.8528 2025-04-23 15:15:04,682 - INFO - Std: 2.8893 2025-04-23 15:15:04,682 - INFO - OC Distribution Statistics: 2025-04-23 15:15:04,682 - INFO - Validation Mean: 17.3772 2025-04-23 15:15:04,682 - INFO - Validation Std: 8.9271 2025-04-23 15:15:04,682 - INFO - Training Mean: 23.0004 2025-04-23 15:15:04,682 - INFO - Training Std: 20.3076 2025-04-23 15:15:04,682 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:15:04,682 - INFO - KS Statistic: 0.1538 2025-04-23 15:15:04,682 - INFO - P-value: 0.0000 2025-04-23 15:15:04,682 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:15:04,682 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:15:04,816 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:15:04,816 - INFO - Timestamp: 2025-04-23 15:15:04 2025-04-23 15:15:04,816 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:15:04,816 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:15:04,816 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:15:04,816 - INFO - Mean: 4.7899 2025-04-23 15:15:04,816 - INFO - Median: 4.2255 2025-04-23 15:15:04,816 - INFO - Min: 0.3763 2025-04-23 15:15:04,816 - INFO - Max: 18.8528 2025-04-23 15:15:04,816 - INFO - Std: 2.8893 2025-04-23 15:15:04,816 - INFO - OC Distribution Statistics: 2025-04-23 15:15:04,816 - INFO - Validation Mean: 17.3772 2025-04-23 15:15:04,816 - INFO - Validation Std: 8.9271 2025-04-23 15:15:04,816 - INFO - Training Mean: 23.0004 2025-04-23 15:15:04,816 - INFO - Training Std: 20.3076 2025-04-23 15:15:04,816 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:15:04,816 - INFO - KS Statistic: 0.1538 2025-04-23 15:15:04,816 - INFO - P-value: 0.0000 2025-04-23 15:15:04,816 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:15:04,816 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:15:04,864 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:15:04,864 - INFO - Timestamp: 2025-04-23 15:15:04 2025-04-23 15:15:04,864 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:15:04,864 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:15:04,864 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:15:04,864 - INFO - Mean: 4.7899 2025-04-23 15:15:04,864 - INFO - Median: 4.2255 2025-04-23 15:15:04,864 - INFO - Min: 0.3763 2025-04-23 15:15:04,864 - INFO - Max: 18.8528 2025-04-23 15:15:04,864 - INFO - Std: 2.8893 2025-04-23 15:15:04,864 - INFO - OC Distribution Statistics: 2025-04-23 15:15:04,864 - INFO - Validation Mean: 17.3772 2025-04-23 15:15:04,864 - INFO - Validation Std: 8.9271 2025-04-23 15:15:04,864 - INFO - Training Mean: 23.0004 2025-04-23 15:15:04,864 - INFO - Training Std: 20.3076 2025-04-23 15:15:04,864 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:15:04,865 - INFO - KS Statistic: 0.1538 2025-04-23 15:15:04,865 - INFO - P-value: 0.0000 2025-04-23 15:15:04,865 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:15:04,865 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:43,513 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:43,513 - INFO - Timestamp: 2025-04-23 15:26:43 2025-04-23 15:26:43,513 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:43,513 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:43,513 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:43,513 - INFO - Mean: 4.7899 2025-04-23 15:26:43,513 - INFO - Median: 4.2255 2025-04-23 15:26:43,513 - INFO - Min: 0.3763 2025-04-23 15:26:43,513 - INFO - Max: 18.8528 2025-04-23 15:26:43,513 - INFO - Std: 2.8893 2025-04-23 15:26:43,513 - INFO - OC Distribution Statistics: 2025-04-23 15:26:43,513 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:43,513 - INFO - Validation Std: 8.9271 2025-04-23 15:26:43,514 - INFO - Training Mean: 23.0004 2025-04-23 15:26:43,514 - INFO - Training Std: 20.3076 2025-04-23 15:26:43,514 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:43,514 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:43,514 - INFO - P-value: 0.0000 2025-04-23 15:26:43,514 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:43,514 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:45,764 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:45,765 - INFO - Timestamp: 2025-04-23 15:26:45 2025-04-23 15:26:45,765 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:45,765 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:45,765 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:45,765 - INFO - Mean: 4.7899 2025-04-23 15:26:45,765 - INFO - Median: 4.2255 2025-04-23 15:26:45,765 - INFO - Min: 0.3763 2025-04-23 15:26:45,765 - INFO - Max: 18.8528 2025-04-23 15:26:45,765 - INFO - Std: 2.8893 2025-04-23 15:26:45,765 - INFO - OC Distribution Statistics: 2025-04-23 15:26:45,765 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:45,765 - INFO - Validation Std: 8.9271 2025-04-23 15:26:45,765 - INFO - Training Mean: 23.0004 2025-04-23 15:26:45,765 - INFO - Training Std: 20.3076 2025-04-23 15:26:45,765 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:45,765 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:45,765 - INFO - P-value: 0.0000 2025-04-23 15:26:45,765 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:45,765 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:46,208 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:46,208 - INFO - Timestamp: 2025-04-23 15:26:46 2025-04-23 15:26:46,208 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:46,208 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:46,208 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:46,208 - INFO - Mean: 4.7899 2025-04-23 15:26:46,208 - INFO - Median: 4.2255 2025-04-23 15:26:46,208 - INFO - Min: 0.3763 2025-04-23 15:26:46,208 - INFO - Max: 18.8528 2025-04-23 15:26:46,208 - INFO - Std: 2.8893 2025-04-23 15:26:46,208 - INFO - OC Distribution Statistics: 2025-04-23 15:26:46,208 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:46,208 - INFO - Validation Std: 8.9271 2025-04-23 15:26:46,208 - INFO - Training Mean: 23.0004 2025-04-23 15:26:46,208 - INFO - Training Std: 20.3076 2025-04-23 15:26:46,208 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:46,208 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:46,208 - INFO - P-value: 0.0000 2025-04-23 15:26:46,208 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:46,208 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:46,269 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:46,269 - INFO - Timestamp: 2025-04-23 15:26:46 2025-04-23 15:26:46,269 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:46,269 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:46,269 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:46,269 - INFO - Mean: 4.7899 2025-04-23 15:26:46,269 - INFO - Median: 4.2255 2025-04-23 15:26:46,269 - INFO - Min: 0.3763 2025-04-23 15:26:46,269 - INFO - Max: 18.8528 2025-04-23 15:26:46,269 - INFO - Std: 2.8893 2025-04-23 15:26:46,269 - INFO - OC Distribution Statistics: 2025-04-23 15:26:46,269 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:46,269 - INFO - Validation Std: 8.9271 2025-04-23 15:26:46,269 - INFO - Training Mean: 23.0004 2025-04-23 15:26:46,269 - INFO - Training Std: 20.3076 2025-04-23 15:26:46,269 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:46,269 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:46,269 - INFO - P-value: 0.0000 2025-04-23 15:26:46,269 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:46,269 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:48,725 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:48,725 - INFO - Timestamp: 2025-04-23 15:26:48 2025-04-23 15:26:48,725 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:48,725 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:48,725 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:48,725 - INFO - Mean: 4.7899 2025-04-23 15:26:48,725 - INFO - Median: 4.2255 2025-04-23 15:26:48,725 - INFO - Min: 0.3763 2025-04-23 15:26:48,725 - INFO - Max: 18.8528 2025-04-23 15:26:48,725 - INFO - Std: 2.8893 2025-04-23 15:26:48,725 - INFO - OC Distribution Statistics: 2025-04-23 15:26:48,725 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:48,725 - INFO - Validation Std: 8.9271 2025-04-23 15:26:48,725 - INFO - Training Mean: 23.0004 2025-04-23 15:26:48,725 - INFO - Training Std: 20.3076 2025-04-23 15:26:48,725 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:48,725 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:48,725 - INFO - P-value: 0.0000 2025-04-23 15:26:48,725 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:48,725 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:49,583 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:49,583 - INFO - Timestamp: 2025-04-23 15:26:49 2025-04-23 15:26:49,584 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:49,584 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:49,584 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:49,584 - INFO - Mean: 4.7899 2025-04-23 15:26:49,584 - INFO - Median: 4.2255 2025-04-23 15:26:49,584 - INFO - Min: 0.3763 2025-04-23 15:26:49,584 - INFO - Max: 18.8528 2025-04-23 15:26:49,584 - INFO - Std: 2.8893 2025-04-23 15:26:49,584 - INFO - OC Distribution Statistics: 2025-04-23 15:26:49,584 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:49,584 - INFO - Validation Std: 8.9271 2025-04-23 15:26:49,584 - INFO - Training Mean: 23.0004 2025-04-23 15:26:49,584 - INFO - Training Std: 20.3076 2025-04-23 15:26:49,584 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:49,584 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:49,584 - INFO - P-value: 0.0000 2025-04-23 15:26:49,584 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:49,584 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:51,020 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:51,020 - INFO - Timestamp: 2025-04-23 15:26:51 2025-04-23 15:26:51,020 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:51,020 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:51,020 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:51,020 - INFO - Mean: 4.7899 2025-04-23 15:26:51,020 - INFO - Median: 4.2255 2025-04-23 15:26:51,020 - INFO - Min: 0.3763 2025-04-23 15:26:51,020 - INFO - Max: 18.8528 2025-04-23 15:26:51,020 - INFO - Std: 2.8893 2025-04-23 15:26:51,020 - INFO - OC Distribution Statistics: 2025-04-23 15:26:51,021 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:51,021 - INFO - Validation Std: 8.9271 2025-04-23 15:26:51,021 - INFO - Training Mean: 23.0004 2025-04-23 15:26:51,021 - INFO - Training Std: 20.3076 2025-04-23 15:26:51,021 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:51,021 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:51,021 - INFO - P-value: 0.0000 2025-04-23 15:26:51,021 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:51,021 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:26:51,215 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:26:51,215 - INFO - Timestamp: 2025-04-23 15:26:51 2025-04-23 15:26:51,215 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:26:51,215 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:26:51,215 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:26:51,215 - INFO - Mean: 4.7899 2025-04-23 15:26:51,215 - INFO - Median: 4.2255 2025-04-23 15:26:51,215 - INFO - Min: 0.3763 2025-04-23 15:26:51,215 - INFO - Max: 18.8528 2025-04-23 15:26:51,215 - INFO - Std: 2.8893 2025-04-23 15:26:51,215 - INFO - OC Distribution Statistics: 2025-04-23 15:26:51,215 - INFO - Validation Mean: 17.3772 2025-04-23 15:26:51,215 - INFO - Validation Std: 8.9271 2025-04-23 15:26:51,215 - INFO - Training Mean: 23.0004 2025-04-23 15:26:51,215 - INFO - Training Std: 20.3076 2025-04-23 15:26:51,215 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:26:51,215 - INFO - KS Statistic: 0.1538 2025-04-23 15:26:51,215 - INFO - P-value: 0.0000 2025-04-23 15:26:51,215 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:26:51,215 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:32,199 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:32,200 - INFO - Timestamp: 2025-04-23 15:38:32 2025-04-23 15:38:32,200 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:32,200 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:32,200 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:32,200 - INFO - Mean: 4.7899 2025-04-23 15:38:32,200 - INFO - Median: 4.2255 2025-04-23 15:38:32,200 - INFO - Min: 0.3763 2025-04-23 15:38:32,200 - INFO - Max: 18.8528 2025-04-23 15:38:32,200 - INFO - Std: 2.8893 2025-04-23 15:38:32,200 - INFO - OC Distribution Statistics: 2025-04-23 15:38:32,200 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:32,200 - INFO - Validation Std: 8.9271 2025-04-23 15:38:32,200 - INFO - Training Mean: 23.0004 2025-04-23 15:38:32,200 - INFO - Training Std: 20.3076 2025-04-23 15:38:32,200 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:32,200 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:32,200 - INFO - P-value: 0.0000 2025-04-23 15:38:32,200 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:32,200 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:33,362 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:33,363 - INFO - Timestamp: 2025-04-23 15:38:33 2025-04-23 15:38:33,363 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:33,363 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:33,363 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:33,363 - INFO - Mean: 4.7899 2025-04-23 15:38:33,363 - INFO - Median: 4.2255 2025-04-23 15:38:33,363 - INFO - Min: 0.3763 2025-04-23 15:38:33,363 - INFO - Max: 18.8528 2025-04-23 15:38:33,363 - INFO - Std: 2.8893 2025-04-23 15:38:33,363 - INFO - OC Distribution Statistics: 2025-04-23 15:38:33,363 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:33,363 - INFO - Validation Std: 8.9271 2025-04-23 15:38:33,363 - INFO - Training Mean: 23.0004 2025-04-23 15:38:33,363 - INFO - Training Std: 20.3076 2025-04-23 15:38:33,363 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:33,363 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:33,363 - INFO - P-value: 0.0000 2025-04-23 15:38:33,363 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:33,363 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:34,591 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:34,591 - INFO - Timestamp: 2025-04-23 15:38:34 2025-04-23 15:38:34,591 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:34,591 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:34,591 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:34,591 - INFO - Mean: 4.7899 2025-04-23 15:38:34,591 - INFO - Median: 4.2255 2025-04-23 15:38:34,591 - INFO - Min: 0.3763 2025-04-23 15:38:34,591 - INFO - Max: 18.8528 2025-04-23 15:38:34,591 - INFO - Std: 2.8893 2025-04-23 15:38:34,591 - INFO - OC Distribution Statistics: 2025-04-23 15:38:34,591 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:34,591 - INFO - Validation Std: 8.9271 2025-04-23 15:38:34,591 - INFO - Training Mean: 23.0004 2025-04-23 15:38:34,591 - INFO - Training Std: 20.3076 2025-04-23 15:38:34,591 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:34,591 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:34,591 - INFO - P-value: 0.0000 2025-04-23 15:38:34,591 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:34,591 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:35,037 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:35,037 - INFO - Timestamp: 2025-04-23 15:38:35 2025-04-23 15:38:35,037 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:35,037 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:35,037 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:35,037 - INFO - Mean: 4.7899 2025-04-23 15:38:35,037 - INFO - Median: 4.2255 2025-04-23 15:38:35,037 - INFO - Min: 0.3763 2025-04-23 15:38:35,037 - INFO - Max: 18.8528 2025-04-23 15:38:35,037 - INFO - Std: 2.8893 2025-04-23 15:38:35,037 - INFO - OC Distribution Statistics: 2025-04-23 15:38:35,037 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:35,037 - INFO - Validation Std: 8.9271 2025-04-23 15:38:35,037 - INFO - Training Mean: 23.0004 2025-04-23 15:38:35,037 - INFO - Training Std: 20.3076 2025-04-23 15:38:35,037 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:35,037 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:35,038 - INFO - P-value: 0.0000 2025-04-23 15:38:35,038 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:35,038 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:36,074 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:36,075 - INFO - Timestamp: 2025-04-23 15:38:36 2025-04-23 15:38:36,075 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:36,075 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:36,075 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:36,075 - INFO - Mean: 4.7899 2025-04-23 15:38:36,075 - INFO - Median: 4.2255 2025-04-23 15:38:36,075 - INFO - Min: 0.3763 2025-04-23 15:38:36,075 - INFO - Max: 18.8528 2025-04-23 15:38:36,075 - INFO - Std: 2.8893 2025-04-23 15:38:36,075 - INFO - OC Distribution Statistics: 2025-04-23 15:38:36,075 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:36,075 - INFO - Validation Std: 8.9271 2025-04-23 15:38:36,075 - INFO - Training Mean: 23.0004 2025-04-23 15:38:36,075 - INFO - Training Std: 20.3076 2025-04-23 15:38:36,075 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:36,075 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:36,075 - INFO - P-value: 0.0000 2025-04-23 15:38:36,075 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:36,075 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:37,609 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:37,609 - INFO - Timestamp: 2025-04-23 15:38:37 2025-04-23 15:38:37,609 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:37,609 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:37,610 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:37,610 - INFO - Mean: 4.7899 2025-04-23 15:38:37,610 - INFO - Median: 4.2255 2025-04-23 15:38:37,610 - INFO - Min: 0.3763 2025-04-23 15:38:37,610 - INFO - Max: 18.8528 2025-04-23 15:38:37,610 - INFO - Std: 2.8893 2025-04-23 15:38:37,610 - INFO - OC Distribution Statistics: 2025-04-23 15:38:37,610 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:37,610 - INFO - Validation Std: 8.9271 2025-04-23 15:38:37,610 - INFO - Training Mean: 23.0004 2025-04-23 15:38:37,610 - INFO - Training Std: 20.3076 2025-04-23 15:38:37,610 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:37,610 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:37,610 - INFO - P-value: 0.0000 2025-04-23 15:38:37,610 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:37,610 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:38,403 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:38,403 - INFO - Timestamp: 2025-04-23 15:38:38 2025-04-23 15:38:38,403 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:38,403 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:38,403 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:38,403 - INFO - Mean: 4.7899 2025-04-23 15:38:38,403 - INFO - Median: 4.2255 2025-04-23 15:38:38,403 - INFO - Min: 0.3763 2025-04-23 15:38:38,403 - INFO - Max: 18.8528 2025-04-23 15:38:38,403 - INFO - Std: 2.8893 2025-04-23 15:38:38,403 - INFO - OC Distribution Statistics: 2025-04-23 15:38:38,403 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:38,403 - INFO - Validation Std: 8.9271 2025-04-23 15:38:38,403 - INFO - Training Mean: 23.0004 2025-04-23 15:38:38,403 - INFO - Training Std: 20.3076 2025-04-23 15:38:38,403 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:38,403 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:38,403 - INFO - P-value: 0.0000 2025-04-23 15:38:38,403 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:38,403 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:38:40,665 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:38:40,665 - INFO - Timestamp: 2025-04-23 15:38:40 2025-04-23 15:38:40,666 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:38:40,666 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:38:40,666 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:38:40,666 - INFO - Mean: 4.7899 2025-04-23 15:38:40,666 - INFO - Median: 4.2255 2025-04-23 15:38:40,666 - INFO - Min: 0.3763 2025-04-23 15:38:40,666 - INFO - Max: 18.8528 2025-04-23 15:38:40,666 - INFO - Std: 2.8893 2025-04-23 15:38:40,666 - INFO - OC Distribution Statistics: 2025-04-23 15:38:40,666 - INFO - Validation Mean: 17.3772 2025-04-23 15:38:40,666 - INFO - Validation Std: 8.9271 2025-04-23 15:38:40,666 - INFO - Training Mean: 23.0004 2025-04-23 15:38:40,666 - INFO - Training Std: 20.3076 2025-04-23 15:38:40,666 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:38:40,666 - INFO - KS Statistic: 0.1538 2025-04-23 15:38:40,666 - INFO - P-value: 0.0000 2025-04-23 15:38:40,666 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:38:40,666 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:35,777 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:35,778 - INFO - Timestamp: 2025-04-23 15:45:35 2025-04-23 15:45:35,778 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:35,778 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:35,778 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:35,778 - INFO - Mean: 4.7899 2025-04-23 15:45:35,778 - INFO - Median: 4.2255 2025-04-23 15:45:35,778 - INFO - Min: 0.3763 2025-04-23 15:45:35,778 - INFO - Max: 18.8528 2025-04-23 15:45:35,778 - INFO - Std: 2.8893 2025-04-23 15:45:35,778 - INFO - OC Distribution Statistics: 2025-04-23 15:45:35,778 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:35,778 - INFO - Validation Std: 8.9271 2025-04-23 15:45:35,778 - INFO - Training Mean: 23.0004 2025-04-23 15:45:35,778 - INFO - Training Std: 20.3076 2025-04-23 15:45:35,778 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:35,778 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:35,778 - INFO - P-value: 0.0000 2025-04-23 15:45:35,778 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:35,778 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:36,901 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:36,902 - INFO - Timestamp: 2025-04-23 15:45:36 2025-04-23 15:45:36,902 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:36,902 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:36,902 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:36,902 - INFO - Mean: 4.7899 2025-04-23 15:45:36,902 - INFO - Median: 4.2255 2025-04-23 15:45:36,902 - INFO - Min: 0.3763 2025-04-23 15:45:36,902 - INFO - Max: 18.8528 2025-04-23 15:45:36,902 - INFO - Std: 2.8893 2025-04-23 15:45:36,902 - INFO - OC Distribution Statistics: 2025-04-23 15:45:36,902 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:36,902 - INFO - Validation Std: 8.9271 2025-04-23 15:45:36,902 - INFO - Training Mean: 23.0004 2025-04-23 15:45:36,902 - INFO - Training Std: 20.3076 2025-04-23 15:45:36,902 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:36,902 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:36,902 - INFO - P-value: 0.0000 2025-04-23 15:45:36,902 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:36,902 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:37,714 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:37,714 - INFO - Timestamp: 2025-04-23 15:45:37 2025-04-23 15:45:37,714 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:37,714 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:37,714 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:37,714 - INFO - Mean: 4.7899 2025-04-23 15:45:37,714 - INFO - Median: 4.2255 2025-04-23 15:45:37,714 - INFO - Min: 0.3763 2025-04-23 15:45:37,714 - INFO - Max: 18.8528 2025-04-23 15:45:37,714 - INFO - Std: 2.8893 2025-04-23 15:45:37,714 - INFO - OC Distribution Statistics: 2025-04-23 15:45:37,714 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:37,714 - INFO - Validation Std: 8.9271 2025-04-23 15:45:37,714 - INFO - Training Mean: 23.0004 2025-04-23 15:45:37,714 - INFO - Training Std: 20.3076 2025-04-23 15:45:37,714 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:37,714 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:37,714 - INFO - P-value: 0.0000 2025-04-23 15:45:37,714 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:37,714 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:38,092 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:38,092 - INFO - Timestamp: 2025-04-23 15:45:38 2025-04-23 15:45:38,092 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:38,093 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:38,093 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:38,093 - INFO - Mean: 4.7899 2025-04-23 15:45:38,093 - INFO - Median: 4.2255 2025-04-23 15:45:38,093 - INFO - Min: 0.3763 2025-04-23 15:45:38,093 - INFO - Max: 18.8528 2025-04-23 15:45:38,093 - INFO - Std: 2.8893 2025-04-23 15:45:38,093 - INFO - OC Distribution Statistics: 2025-04-23 15:45:38,093 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:38,093 - INFO - Validation Std: 8.9271 2025-04-23 15:45:38,093 - INFO - Training Mean: 23.0004 2025-04-23 15:45:38,093 - INFO - Training Std: 20.3076 2025-04-23 15:45:38,093 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:38,093 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:38,093 - INFO - P-value: 0.0000 2025-04-23 15:45:38,093 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:38,093 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:39,811 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:39,811 - INFO - Timestamp: 2025-04-23 15:45:39 2025-04-23 15:45:39,811 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:39,811 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:39,811 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:39,811 - INFO - Mean: 4.7899 2025-04-23 15:45:39,811 - INFO - Median: 4.2255 2025-04-23 15:45:39,811 - INFO - Min: 0.3763 2025-04-23 15:45:39,811 - INFO - Max: 18.8528 2025-04-23 15:45:39,811 - INFO - Std: 2.8893 2025-04-23 15:45:39,811 - INFO - OC Distribution Statistics: 2025-04-23 15:45:39,811 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:39,811 - INFO - Validation Std: 8.9271 2025-04-23 15:45:39,811 - INFO - Training Mean: 23.0004 2025-04-23 15:45:39,811 - INFO - Training Std: 20.3076 2025-04-23 15:45:39,811 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:39,811 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:39,811 - INFO - P-value: 0.0000 2025-04-23 15:45:39,811 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:39,811 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:41,091 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:41,091 - INFO - Timestamp: 2025-04-23 15:45:41 2025-04-23 15:45:41,091 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:41,091 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:41,091 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:41,091 - INFO - Mean: 4.7899 2025-04-23 15:45:41,091 - INFO - Median: 4.2255 2025-04-23 15:45:41,091 - INFO - Min: 0.3763 2025-04-23 15:45:41,091 - INFO - Max: 18.8528 2025-04-23 15:45:41,092 - INFO - Std: 2.8893 2025-04-23 15:45:41,092 - INFO - OC Distribution Statistics: 2025-04-23 15:45:41,092 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:41,092 - INFO - Validation Std: 8.9271 2025-04-23 15:45:41,092 - INFO - Training Mean: 23.0004 2025-04-23 15:45:41,092 - INFO - Training Std: 20.3076 2025-04-23 15:45:41,092 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:41,092 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:41,092 - INFO - P-value: 0.0000 2025-04-23 15:45:41,092 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:41,092 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:41,726 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:41,726 - INFO - Timestamp: 2025-04-23 15:45:41 2025-04-23 15:45:41,726 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:41,726 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:41,726 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:41,726 - INFO - Mean: 4.7899 2025-04-23 15:45:41,726 - INFO - Median: 4.2255 2025-04-23 15:45:41,726 - INFO - Min: 0.3763 2025-04-23 15:45:41,726 - INFO - Max: 18.8528 2025-04-23 15:45:41,726 - INFO - Std: 2.8893 2025-04-23 15:45:41,726 - INFO - OC Distribution Statistics: 2025-04-23 15:45:41,726 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:41,726 - INFO - Validation Std: 8.9271 2025-04-23 15:45:41,726 - INFO - Training Mean: 23.0004 2025-04-23 15:45:41,726 - INFO - Training Std: 20.3076 2025-04-23 15:45:41,727 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:41,727 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:41,727 - INFO - P-value: 0.0000 2025-04-23 15:45:41,727 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:41,727 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:45:45,625 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:45:45,626 - INFO - Timestamp: 2025-04-23 15:45:45 2025-04-23 15:45:45,626 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:45:45,626 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:45:45,626 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:45:45,626 - INFO - Mean: 4.7899 2025-04-23 15:45:45,626 - INFO - Median: 4.2255 2025-04-23 15:45:45,626 - INFO - Min: 0.3763 2025-04-23 15:45:45,626 - INFO - Max: 18.8528 2025-04-23 15:45:45,626 - INFO - Std: 2.8893 2025-04-23 15:45:45,626 - INFO - OC Distribution Statistics: 2025-04-23 15:45:45,626 - INFO - Validation Mean: 17.3772 2025-04-23 15:45:45,626 - INFO - Validation Std: 8.9271 2025-04-23 15:45:45,626 - INFO - Training Mean: 23.0004 2025-04-23 15:45:45,626 - INFO - Training Std: 20.3076 2025-04-23 15:45:45,626 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:45:45,626 - INFO - KS Statistic: 0.1538 2025-04-23 15:45:45,626 - INFO - P-value: 0.0000 2025-04-23 15:45:45,626 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:45:45,626 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:33,355 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:33,356 - INFO - Timestamp: 2025-04-23 15:56:33 2025-04-23 15:56:33,356 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:33,356 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:33,356 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:33,356 - INFO - Mean: 4.7899 2025-04-23 15:56:33,356 - INFO - Median: 4.2255 2025-04-23 15:56:33,356 - INFO - Min: 0.3763 2025-04-23 15:56:33,356 - INFO - Max: 18.8528 2025-04-23 15:56:33,356 - INFO - Std: 2.8893 2025-04-23 15:56:33,356 - INFO - OC Distribution Statistics: 2025-04-23 15:56:33,356 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:33,356 - INFO - Validation Std: 8.9271 2025-04-23 15:56:33,356 - INFO - Training Mean: 23.0004 2025-04-23 15:56:33,356 - INFO - Training Std: 20.3076 2025-04-23 15:56:33,356 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:33,356 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:33,356 - INFO - P-value: 0.0000 2025-04-23 15:56:33,356 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:33,356 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:34,088 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:34,088 - INFO - Timestamp: 2025-04-23 15:56:34 2025-04-23 15:56:34,088 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:34,088 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:34,088 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:34,088 - INFO - Mean: 4.7899 2025-04-23 15:56:34,088 - INFO - Median: 4.2255 2025-04-23 15:56:34,088 - INFO - Min: 0.3763 2025-04-23 15:56:34,088 - INFO - Max: 18.8528 2025-04-23 15:56:34,088 - INFO - Std: 2.8893 2025-04-23 15:56:34,088 - INFO - OC Distribution Statistics: 2025-04-23 15:56:34,088 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:34,088 - INFO - Validation Std: 8.9271 2025-04-23 15:56:34,088 - INFO - Training Mean: 23.0004 2025-04-23 15:56:34,088 - INFO - Training Std: 20.3076 2025-04-23 15:56:34,088 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:34,088 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:34,088 - INFO - P-value: 0.0000 2025-04-23 15:56:34,088 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:34,088 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:34,543 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:34,543 - INFO - Timestamp: 2025-04-23 15:56:34 2025-04-23 15:56:34,543 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:34,543 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:34,543 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:34,543 - INFO - Mean: 4.7899 2025-04-23 15:56:34,543 - INFO - Median: 4.2255 2025-04-23 15:56:34,543 - INFO - Min: 0.3763 2025-04-23 15:56:34,543 - INFO - Max: 18.8528 2025-04-23 15:56:34,543 - INFO - Std: 2.8893 2025-04-23 15:56:34,543 - INFO - OC Distribution Statistics: 2025-04-23 15:56:34,543 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:34,543 - INFO - Validation Std: 8.9271 2025-04-23 15:56:34,543 - INFO - Training Mean: 23.0004 2025-04-23 15:56:34,543 - INFO - Training Std: 20.3076 2025-04-23 15:56:34,543 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:34,543 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:34,543 - INFO - P-value: 0.0000 2025-04-23 15:56:34,543 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:34,543 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:35,318 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:35,318 - INFO - Timestamp: 2025-04-23 15:56:35 2025-04-23 15:56:35,318 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:35,318 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:35,318 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:35,318 - INFO - Mean: 4.7899 2025-04-23 15:56:35,318 - INFO - Median: 4.2255 2025-04-23 15:56:35,318 - INFO - Min: 0.3763 2025-04-23 15:56:35,318 - INFO - Max: 18.8528 2025-04-23 15:56:35,318 - INFO - Std: 2.8893 2025-04-23 15:56:35,318 - INFO - OC Distribution Statistics: 2025-04-23 15:56:35,318 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:35,318 - INFO - Validation Std: 8.9271 2025-04-23 15:56:35,318 - INFO - Training Mean: 23.0004 2025-04-23 15:56:35,318 - INFO - Training Std: 20.3076 2025-04-23 15:56:35,318 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:35,318 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:35,318 - INFO - P-value: 0.0000 2025-04-23 15:56:35,318 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:35,318 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:36,524 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:36,524 - INFO - Timestamp: 2025-04-23 15:56:36 2025-04-23 15:56:36,524 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:36,524 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:36,525 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:36,525 - INFO - Mean: 4.7899 2025-04-23 15:56:36,525 - INFO - Median: 4.2255 2025-04-23 15:56:36,525 - INFO - Min: 0.3763 2025-04-23 15:56:36,525 - INFO - Max: 18.8528 2025-04-23 15:56:36,525 - INFO - Std: 2.8893 2025-04-23 15:56:36,525 - INFO - OC Distribution Statistics: 2025-04-23 15:56:36,525 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:36,525 - INFO - Validation Std: 8.9271 2025-04-23 15:56:36,525 - INFO - Training Mean: 23.0004 2025-04-23 15:56:36,525 - INFO - Training Std: 20.3076 2025-04-23 15:56:36,525 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:36,525 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:36,525 - INFO - P-value: 0.0000 2025-04-23 15:56:36,525 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:36,525 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:38,737 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:38,737 - INFO - Timestamp: 2025-04-23 15:56:38 2025-04-23 15:56:38,737 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:38,737 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:38,737 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:38,737 - INFO - Mean: 4.7899 2025-04-23 15:56:38,737 - INFO - Median: 4.2255 2025-04-23 15:56:38,737 - INFO - Min: 0.3763 2025-04-23 15:56:38,737 - INFO - Max: 18.8528 2025-04-23 15:56:38,737 - INFO - Std: 2.8893 2025-04-23 15:56:38,737 - INFO - OC Distribution Statistics: 2025-04-23 15:56:38,737 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:38,737 - INFO - Validation Std: 8.9271 2025-04-23 15:56:38,737 - INFO - Training Mean: 23.0004 2025-04-23 15:56:38,737 - INFO - Training Std: 20.3076 2025-04-23 15:56:38,737 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:38,737 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:38,737 - INFO - P-value: 0.0000 2025-04-23 15:56:38,737 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:38,737 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:40,405 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:40,405 - INFO - Timestamp: 2025-04-23 15:56:40 2025-04-23 15:56:40,405 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:40,405 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:40,405 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:40,405 - INFO - Mean: 4.7899 2025-04-23 15:56:40,405 - INFO - Median: 4.2255 2025-04-23 15:56:40,405 - INFO - Min: 0.3763 2025-04-23 15:56:40,405 - INFO - Max: 18.8528 2025-04-23 15:56:40,405 - INFO - Std: 2.8893 2025-04-23 15:56:40,405 - INFO - OC Distribution Statistics: 2025-04-23 15:56:40,405 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:40,405 - INFO - Validation Std: 8.9271 2025-04-23 15:56:40,405 - INFO - Training Mean: 23.0004 2025-04-23 15:56:40,405 - INFO - Training Std: 20.3076 2025-04-23 15:56:40,405 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:40,405 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:40,405 - INFO - P-value: 0.0000 2025-04-23 15:56:40,405 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:40,405 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 15:56:41,408 - INFO - Validation and Training Set Split Statistics 2025-04-23 15:56:41,408 - INFO - Timestamp: 2025-04-23 15:56:41 2025-04-23 15:56:41,408 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 15:56:41,408 - INFO - Training set size: 15123 (91.58%) 2025-04-23 15:56:41,408 - INFO - Minimum Distance Statistics (km): 2025-04-23 15:56:41,408 - INFO - Mean: 4.7899 2025-04-23 15:56:41,408 - INFO - Median: 4.2255 2025-04-23 15:56:41,408 - INFO - Min: 0.3763 2025-04-23 15:56:41,408 - INFO - Max: 18.8528 2025-04-23 15:56:41,408 - INFO - Std: 2.8893 2025-04-23 15:56:41,408 - INFO - OC Distribution Statistics: 2025-04-23 15:56:41,408 - INFO - Validation Mean: 17.3772 2025-04-23 15:56:41,408 - INFO - Validation Std: 8.9271 2025-04-23 15:56:41,408 - INFO - Training Mean: 23.0004 2025-04-23 15:56:41,408 - INFO - Training Std: 20.3076 2025-04-23 15:56:41,408 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 15:56:41,408 - INFO - KS Statistic: 0.1538 2025-04-23 15:56:41,408 - INFO - P-value: 0.0000 2025-04-23 15:56:41,408 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 15:56:41,408 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:30,887 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:30,887 - INFO - Timestamp: 2025-04-23 16:07:30 2025-04-23 16:07:30,887 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:30,887 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:30,887 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:30,887 - INFO - Mean: 4.7899 2025-04-23 16:07:30,887 - INFO - Median: 4.2255 2025-04-23 16:07:30,887 - INFO - Min: 0.3763 2025-04-23 16:07:30,887 - INFO - Max: 18.8528 2025-04-23 16:07:30,887 - INFO - Std: 2.8893 2025-04-23 16:07:30,887 - INFO - OC Distribution Statistics: 2025-04-23 16:07:30,887 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:30,887 - INFO - Validation Std: 8.9271 2025-04-23 16:07:30,887 - INFO - Training Mean: 23.0004 2025-04-23 16:07:30,887 - INFO - Training Std: 20.3076 2025-04-23 16:07:30,887 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:30,887 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:30,887 - INFO - P-value: 0.0000 2025-04-23 16:07:30,887 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:30,887 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:31,538 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:31,538 - INFO - Timestamp: 2025-04-23 16:07:31 2025-04-23 16:07:31,538 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:31,538 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:31,538 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:31,539 - INFO - Mean: 4.7899 2025-04-23 16:07:31,539 - INFO - Median: 4.2255 2025-04-23 16:07:31,539 - INFO - Min: 0.3763 2025-04-23 16:07:31,539 - INFO - Max: 18.8528 2025-04-23 16:07:31,539 - INFO - Std: 2.8893 2025-04-23 16:07:31,539 - INFO - OC Distribution Statistics: 2025-04-23 16:07:31,539 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:31,539 - INFO - Validation Std: 8.9271 2025-04-23 16:07:31,539 - INFO - Training Mean: 23.0004 2025-04-23 16:07:31,539 - INFO - Training Std: 20.3076 2025-04-23 16:07:31,539 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:31,539 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:31,539 - INFO - P-value: 0.0000 2025-04-23 16:07:31,539 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:31,539 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:33,967 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:33,968 - INFO - Timestamp: 2025-04-23 16:07:33 2025-04-23 16:07:33,968 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:33,968 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:33,968 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:33,968 - INFO - Mean: 4.7899 2025-04-23 16:07:33,968 - INFO - Median: 4.2255 2025-04-23 16:07:33,968 - INFO - Min: 0.3763 2025-04-23 16:07:33,968 - INFO - Max: 18.8528 2025-04-23 16:07:33,968 - INFO - Std: 2.8893 2025-04-23 16:07:33,968 - INFO - OC Distribution Statistics: 2025-04-23 16:07:33,968 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:33,968 - INFO - Validation Std: 8.9271 2025-04-23 16:07:33,968 - INFO - Training Mean: 23.0004 2025-04-23 16:07:33,968 - INFO - Training Std: 20.3076 2025-04-23 16:07:33,968 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:33,968 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:33,968 - INFO - P-value: 0.0000 2025-04-23 16:07:33,968 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:33,968 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:34,844 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:34,844 - INFO - Timestamp: 2025-04-23 16:07:34 2025-04-23 16:07:34,844 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:34,844 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:34,844 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:34,844 - INFO - Mean: 4.7899 2025-04-23 16:07:34,844 - INFO - Median: 4.2255 2025-04-23 16:07:34,844 - INFO - Min: 0.3763 2025-04-23 16:07:34,844 - INFO - Max: 18.8528 2025-04-23 16:07:34,844 - INFO - Std: 2.8893 2025-04-23 16:07:34,844 - INFO - OC Distribution Statistics: 2025-04-23 16:07:34,844 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:34,844 - INFO - Validation Std: 8.9271 2025-04-23 16:07:34,844 - INFO - Training Mean: 23.0004 2025-04-23 16:07:34,844 - INFO - Training Std: 20.3076 2025-04-23 16:07:34,844 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:34,844 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:34,845 - INFO - P-value: 0.0000 2025-04-23 16:07:34,845 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:34,845 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:36,489 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:36,489 - INFO - Timestamp: 2025-04-23 16:07:36 2025-04-23 16:07:36,489 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:36,489 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:36,489 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:36,489 - INFO - Mean: 4.7899 2025-04-23 16:07:36,489 - INFO - Median: 4.2255 2025-04-23 16:07:36,489 - INFO - Min: 0.3763 2025-04-23 16:07:36,489 - INFO - Max: 18.8528 2025-04-23 16:07:36,489 - INFO - Std: 2.8893 2025-04-23 16:07:36,489 - INFO - OC Distribution Statistics: 2025-04-23 16:07:36,489 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:36,489 - INFO - Validation Std: 8.9271 2025-04-23 16:07:36,489 - INFO - Training Mean: 23.0004 2025-04-23 16:07:36,489 - INFO - Training Std: 20.3076 2025-04-23 16:07:36,489 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:36,489 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:36,489 - INFO - P-value: 0.0000 2025-04-23 16:07:36,489 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:36,489 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:37,129 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:37,129 - INFO - Timestamp: 2025-04-23 16:07:37 2025-04-23 16:07:37,129 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:37,129 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:37,129 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:37,129 - INFO - Mean: 4.7899 2025-04-23 16:07:37,129 - INFO - Median: 4.2255 2025-04-23 16:07:37,129 - INFO - Min: 0.3763 2025-04-23 16:07:37,129 - INFO - Max: 18.8528 2025-04-23 16:07:37,129 - INFO - Std: 2.8893 2025-04-23 16:07:37,129 - INFO - OC Distribution Statistics: 2025-04-23 16:07:37,129 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:37,129 - INFO - Validation Std: 8.9271 2025-04-23 16:07:37,129 - INFO - Training Mean: 23.0004 2025-04-23 16:07:37,129 - INFO - Training Std: 20.3076 2025-04-23 16:07:37,129 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:37,129 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:37,129 - INFO - P-value: 0.0000 2025-04-23 16:07:37,129 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:37,129 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:37,225 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:37,225 - INFO - Timestamp: 2025-04-23 16:07:37 2025-04-23 16:07:37,225 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:37,225 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:37,225 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:37,225 - INFO - Mean: 4.7899 2025-04-23 16:07:37,225 - INFO - Median: 4.2255 2025-04-23 16:07:37,225 - INFO - Min: 0.3763 2025-04-23 16:07:37,225 - INFO - Max: 18.8528 2025-04-23 16:07:37,225 - INFO - Std: 2.8893 2025-04-23 16:07:37,226 - INFO - OC Distribution Statistics: 2025-04-23 16:07:37,226 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:37,226 - INFO - Validation Std: 8.9271 2025-04-23 16:07:37,226 - INFO - Training Mean: 23.0004 2025-04-23 16:07:37,226 - INFO - Training Std: 20.3076 2025-04-23 16:07:37,226 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:37,226 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:37,226 - INFO - P-value: 0.0000 2025-04-23 16:07:37,226 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:37,226 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:07:37,869 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:07:37,870 - INFO - Timestamp: 2025-04-23 16:07:37 2025-04-23 16:07:37,870 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:07:37,870 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:07:37,870 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:07:37,870 - INFO - Mean: 4.7899 2025-04-23 16:07:37,870 - INFO - Median: 4.2255 2025-04-23 16:07:37,870 - INFO - Min: 0.3763 2025-04-23 16:07:37,870 - INFO - Max: 18.8528 2025-04-23 16:07:37,870 - INFO - Std: 2.8893 2025-04-23 16:07:37,870 - INFO - OC Distribution Statistics: 2025-04-23 16:07:37,870 - INFO - Validation Mean: 17.3772 2025-04-23 16:07:37,870 - INFO - Validation Std: 8.9271 2025-04-23 16:07:37,870 - INFO - Training Mean: 23.0004 2025-04-23 16:07:37,870 - INFO - Training Std: 20.3076 2025-04-23 16:07:37,870 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:07:37,870 - INFO - KS Statistic: 0.1538 2025-04-23 16:07:37,870 - INFO - P-value: 0.0000 2025-04-23 16:07:37,870 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:07:37,870 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:41,560 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:41,561 - INFO - Timestamp: 2025-04-23 16:18:41 2025-04-23 16:18:41,561 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:41,561 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:41,561 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:41,561 - INFO - Mean: 4.7899 2025-04-23 16:18:41,561 - INFO - Median: 4.2255 2025-04-23 16:18:41,561 - INFO - Min: 0.3763 2025-04-23 16:18:41,561 - INFO - Max: 18.8528 2025-04-23 16:18:41,561 - INFO - Std: 2.8893 2025-04-23 16:18:41,561 - INFO - OC Distribution Statistics: 2025-04-23 16:18:41,561 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:41,561 - INFO - Validation Std: 8.9271 2025-04-23 16:18:41,561 - INFO - Training Mean: 23.0004 2025-04-23 16:18:41,561 - INFO - Training Std: 20.3076 2025-04-23 16:18:41,561 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:41,561 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:41,561 - INFO - P-value: 0.0000 2025-04-23 16:18:41,561 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:41,561 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:43,308 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:43,308 - INFO - Timestamp: 2025-04-23 16:18:43 2025-04-23 16:18:43,308 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:43,308 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:43,308 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:43,308 - INFO - Mean: 4.7899 2025-04-23 16:18:43,308 - INFO - Median: 4.2255 2025-04-23 16:18:43,308 - INFO - Min: 0.3763 2025-04-23 16:18:43,308 - INFO - Max: 18.8528 2025-04-23 16:18:43,308 - INFO - Std: 2.8893 2025-04-23 16:18:43,308 - INFO - OC Distribution Statistics: 2025-04-23 16:18:43,308 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:43,308 - INFO - Validation Std: 8.9271 2025-04-23 16:18:43,308 - INFO - Training Mean: 23.0004 2025-04-23 16:18:43,308 - INFO - Training Std: 20.3076 2025-04-23 16:18:43,308 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:43,308 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:43,308 - INFO - P-value: 0.0000 2025-04-23 16:18:43,308 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:43,308 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:43,615 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:43,615 - INFO - Timestamp: 2025-04-23 16:18:43 2025-04-23 16:18:43,615 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:43,615 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:43,615 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:43,615 - INFO - Mean: 4.7899 2025-04-23 16:18:43,615 - INFO - Median: 4.2255 2025-04-23 16:18:43,615 - INFO - Min: 0.3763 2025-04-23 16:18:43,615 - INFO - Max: 18.8528 2025-04-23 16:18:43,615 - INFO - Std: 2.8893 2025-04-23 16:18:43,615 - INFO - OC Distribution Statistics: 2025-04-23 16:18:43,615 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:43,615 - INFO - Validation Std: 8.9271 2025-04-23 16:18:43,615 - INFO - Training Mean: 23.0004 2025-04-23 16:18:43,615 - INFO - Training Std: 20.3076 2025-04-23 16:18:43,615 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:43,615 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:43,616 - INFO - P-value: 0.0000 2025-04-23 16:18:43,616 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:43,616 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:43,895 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:43,895 - INFO - Timestamp: 2025-04-23 16:18:43 2025-04-23 16:18:43,895 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:43,895 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:43,895 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:43,895 - INFO - Mean: 4.7899 2025-04-23 16:18:43,895 - INFO - Median: 4.2255 2025-04-23 16:18:43,895 - INFO - Min: 0.3763 2025-04-23 16:18:43,895 - INFO - Max: 18.8528 2025-04-23 16:18:43,895 - INFO - Std: 2.8893 2025-04-23 16:18:43,895 - INFO - OC Distribution Statistics: 2025-04-23 16:18:43,895 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:43,895 - INFO - Validation Std: 8.9271 2025-04-23 16:18:43,895 - INFO - Training Mean: 23.0004 2025-04-23 16:18:43,895 - INFO - Training Std: 20.3076 2025-04-23 16:18:43,895 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:43,895 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:43,895 - INFO - P-value: 0.0000 2025-04-23 16:18:43,895 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:43,895 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:44,900 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:44,900 - INFO - Timestamp: 2025-04-23 16:18:44 2025-04-23 16:18:44,900 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:44,900 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:44,900 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:44,900 - INFO - Mean: 4.7899 2025-04-23 16:18:44,900 - INFO - Median: 4.2255 2025-04-23 16:18:44,900 - INFO - Min: 0.3763 2025-04-23 16:18:44,900 - INFO - Max: 18.8528 2025-04-23 16:18:44,900 - INFO - Std: 2.8893 2025-04-23 16:18:44,900 - INFO - OC Distribution Statistics: 2025-04-23 16:18:44,900 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:44,900 - INFO - Validation Std: 8.9271 2025-04-23 16:18:44,900 - INFO - Training Mean: 23.0004 2025-04-23 16:18:44,900 - INFO - Training Std: 20.3076 2025-04-23 16:18:44,900 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:44,900 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:44,900 - INFO - P-value: 0.0000 2025-04-23 16:18:44,900 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:44,900 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:45,301 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:45,302 - INFO - Timestamp: 2025-04-23 16:18:45 2025-04-23 16:18:45,302 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:45,302 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:45,302 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:45,302 - INFO - Mean: 4.7899 2025-04-23 16:18:45,302 - INFO - Median: 4.2255 2025-04-23 16:18:45,302 - INFO - Min: 0.3763 2025-04-23 16:18:45,302 - INFO - Max: 18.8528 2025-04-23 16:18:45,302 - INFO - Std: 2.8893 2025-04-23 16:18:45,302 - INFO - OC Distribution Statistics: 2025-04-23 16:18:45,302 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:45,302 - INFO - Validation Std: 8.9271 2025-04-23 16:18:45,302 - INFO - Training Mean: 23.0004 2025-04-23 16:18:45,302 - INFO - Training Std: 20.3076 2025-04-23 16:18:45,302 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:45,302 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:45,302 - INFO - P-value: 0.0000 2025-04-23 16:18:45,302 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:45,302 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:45,310 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:45,310 - INFO - Timestamp: 2025-04-23 16:18:45 2025-04-23 16:18:45,310 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:45,310 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:45,310 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:45,310 - INFO - Mean: 4.7899 2025-04-23 16:18:45,310 - INFO - Median: 4.2255 2025-04-23 16:18:45,310 - INFO - Min: 0.3763 2025-04-23 16:18:45,310 - INFO - Max: 18.8528 2025-04-23 16:18:45,310 - INFO - Std: 2.8893 2025-04-23 16:18:45,310 - INFO - OC Distribution Statistics: 2025-04-23 16:18:45,310 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:45,310 - INFO - Validation Std: 8.9271 2025-04-23 16:18:45,310 - INFO - Training Mean: 23.0004 2025-04-23 16:18:45,310 - INFO - Training Std: 20.3076 2025-04-23 16:18:45,310 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:45,310 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:45,310 - INFO - P-value: 0.0000 2025-04-23 16:18:45,310 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:45,310 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:18:46,343 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:18:46,344 - INFO - Timestamp: 2025-04-23 16:18:46 2025-04-23 16:18:46,344 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:18:46,344 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:18:46,344 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:18:46,344 - INFO - Mean: 4.7899 2025-04-23 16:18:46,344 - INFO - Median: 4.2255 2025-04-23 16:18:46,344 - INFO - Min: 0.3763 2025-04-23 16:18:46,344 - INFO - Max: 18.8528 2025-04-23 16:18:46,344 - INFO - Std: 2.8893 2025-04-23 16:18:46,344 - INFO - OC Distribution Statistics: 2025-04-23 16:18:46,344 - INFO - Validation Mean: 17.3772 2025-04-23 16:18:46,344 - INFO - Validation Std: 8.9271 2025-04-23 16:18:46,344 - INFO - Training Mean: 23.0004 2025-04-23 16:18:46,344 - INFO - Training Std: 20.3076 2025-04-23 16:18:46,344 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:18:46,344 - INFO - KS Statistic: 0.1538 2025-04-23 16:18:46,344 - INFO - P-value: 0.0000 2025-04-23 16:18:46,344 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:18:46,344 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:48,369 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:48,369 - INFO - Timestamp: 2025-04-23 16:29:48 2025-04-23 16:29:48,370 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:48,370 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:48,370 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:48,370 - INFO - Mean: 4.7899 2025-04-23 16:29:48,370 - INFO - Median: 4.2255 2025-04-23 16:29:48,370 - INFO - Min: 0.3763 2025-04-23 16:29:48,370 - INFO - Max: 18.8528 2025-04-23 16:29:48,370 - INFO - Std: 2.8893 2025-04-23 16:29:48,370 - INFO - OC Distribution Statistics: 2025-04-23 16:29:48,370 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:48,370 - INFO - Validation Std: 8.9271 2025-04-23 16:29:48,370 - INFO - Training Mean: 23.0004 2025-04-23 16:29:48,370 - INFO - Training Std: 20.3076 2025-04-23 16:29:48,370 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:48,370 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:48,370 - INFO - P-value: 0.0000 2025-04-23 16:29:48,370 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:48,370 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:48,749 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:48,749 - INFO - Timestamp: 2025-04-23 16:29:48 2025-04-23 16:29:48,749 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:48,749 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:48,749 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:48,749 - INFO - Mean: 4.7899 2025-04-23 16:29:48,749 - INFO - Median: 4.2255 2025-04-23 16:29:48,749 - INFO - Min: 0.3763 2025-04-23 16:29:48,749 - INFO - Max: 18.8528 2025-04-23 16:29:48,749 - INFO - Std: 2.8893 2025-04-23 16:29:48,749 - INFO - OC Distribution Statistics: 2025-04-23 16:29:48,749 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:48,749 - INFO - Validation Std: 8.9271 2025-04-23 16:29:48,749 - INFO - Training Mean: 23.0004 2025-04-23 16:29:48,749 - INFO - Training Std: 20.3076 2025-04-23 16:29:48,749 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:48,749 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:48,749 - INFO - P-value: 0.0000 2025-04-23 16:29:48,749 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:48,749 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:49,331 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:49,331 - INFO - Timestamp: 2025-04-23 16:29:49 2025-04-23 16:29:49,331 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:49,331 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:49,331 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:49,331 - INFO - Mean: 4.7899 2025-04-23 16:29:49,331 - INFO - Median: 4.2255 2025-04-23 16:29:49,331 - INFO - Min: 0.3763 2025-04-23 16:29:49,331 - INFO - Max: 18.8528 2025-04-23 16:29:49,331 - INFO - Std: 2.8893 2025-04-23 16:29:49,331 - INFO - OC Distribution Statistics: 2025-04-23 16:29:49,331 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:49,331 - INFO - Validation Std: 8.9271 2025-04-23 16:29:49,331 - INFO - Training Mean: 23.0004 2025-04-23 16:29:49,331 - INFO - Training Std: 20.3076 2025-04-23 16:29:49,331 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:49,331 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:49,331 - INFO - P-value: 0.0000 2025-04-23 16:29:49,331 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:49,331 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:50,800 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:50,800 - INFO - Timestamp: 2025-04-23 16:29:50 2025-04-23 16:29:50,800 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:50,800 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:50,800 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:50,800 - INFO - Mean: 4.7899 2025-04-23 16:29:50,800 - INFO - Median: 4.2255 2025-04-23 16:29:50,800 - INFO - Min: 0.3763 2025-04-23 16:29:50,801 - INFO - Max: 18.8528 2025-04-23 16:29:50,801 - INFO - Std: 2.8893 2025-04-23 16:29:50,801 - INFO - OC Distribution Statistics: 2025-04-23 16:29:50,801 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:50,801 - INFO - Validation Std: 8.9271 2025-04-23 16:29:50,801 - INFO - Training Mean: 23.0004 2025-04-23 16:29:50,801 - INFO - Training Std: 20.3076 2025-04-23 16:29:50,801 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:50,801 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:50,801 - INFO - P-value: 0.0000 2025-04-23 16:29:50,801 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:50,801 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:51,525 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:51,526 - INFO - Timestamp: 2025-04-23 16:29:51 2025-04-23 16:29:51,526 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:51,526 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:51,526 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:51,526 - INFO - Mean: 4.7899 2025-04-23 16:29:51,526 - INFO - Median: 4.2255 2025-04-23 16:29:51,526 - INFO - Min: 0.3763 2025-04-23 16:29:51,526 - INFO - Max: 18.8528 2025-04-23 16:29:51,526 - INFO - Std: 2.8893 2025-04-23 16:29:51,526 - INFO - OC Distribution Statistics: 2025-04-23 16:29:51,526 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:51,526 - INFO - Validation Std: 8.9271 2025-04-23 16:29:51,526 - INFO - Training Mean: 23.0004 2025-04-23 16:29:51,526 - INFO - Training Std: 20.3076 2025-04-23 16:29:51,526 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:51,526 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:51,526 - INFO - P-value: 0.0000 2025-04-23 16:29:51,526 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:51,526 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:51,589 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:51,589 - INFO - Timestamp: 2025-04-23 16:29:51 2025-04-23 16:29:51,589 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:51,589 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:51,589 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:51,589 - INFO - Mean: 4.7899 2025-04-23 16:29:51,589 - INFO - Median: 4.2255 2025-04-23 16:29:51,589 - INFO - Min: 0.3763 2025-04-23 16:29:51,589 - INFO - Max: 18.8528 2025-04-23 16:29:51,589 - INFO - Std: 2.8893 2025-04-23 16:29:51,589 - INFO - OC Distribution Statistics: 2025-04-23 16:29:51,589 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:51,589 - INFO - Validation Std: 8.9271 2025-04-23 16:29:51,589 - INFO - Training Mean: 23.0004 2025-04-23 16:29:51,589 - INFO - Training Std: 20.3076 2025-04-23 16:29:51,589 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:51,589 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:51,589 - INFO - P-value: 0.0000 2025-04-23 16:29:51,589 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:51,589 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:52,068 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:52,068 - INFO - Timestamp: 2025-04-23 16:29:52 2025-04-23 16:29:52,068 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:52,068 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:52,068 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:52,068 - INFO - Mean: 4.7899 2025-04-23 16:29:52,068 - INFO - Median: 4.2255 2025-04-23 16:29:52,068 - INFO - Min: 0.3763 2025-04-23 16:29:52,068 - INFO - Max: 18.8528 2025-04-23 16:29:52,068 - INFO - Std: 2.8893 2025-04-23 16:29:52,068 - INFO - OC Distribution Statistics: 2025-04-23 16:29:52,068 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:52,068 - INFO - Validation Std: 8.9271 2025-04-23 16:29:52,068 - INFO - Training Mean: 23.0004 2025-04-23 16:29:52,069 - INFO - Training Std: 20.3076 2025-04-23 16:29:52,069 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:52,069 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:52,069 - INFO - P-value: 0.0000 2025-04-23 16:29:52,069 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:52,069 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 16:29:53,756 - INFO - Validation and Training Set Split Statistics 2025-04-23 16:29:53,756 - INFO - Timestamp: 2025-04-23 16:29:53 2025-04-23 16:29:53,756 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 16:29:53,757 - INFO - Training set size: 15123 (91.58%) 2025-04-23 16:29:53,757 - INFO - Minimum Distance Statistics (km): 2025-04-23 16:29:53,757 - INFO - Mean: 4.7899 2025-04-23 16:29:53,757 - INFO - Median: 4.2255 2025-04-23 16:29:53,757 - INFO - Min: 0.3763 2025-04-23 16:29:53,757 - INFO - Max: 18.8528 2025-04-23 16:29:53,757 - INFO - Std: 2.8893 2025-04-23 16:29:53,757 - INFO - OC Distribution Statistics: 2025-04-23 16:29:53,757 - INFO - Validation Mean: 17.3772 2025-04-23 16:29:53,757 - INFO - Validation Std: 8.9271 2025-04-23 16:29:53,757 - INFO - Training Mean: 23.0004 2025-04-23 16:29:53,757 - INFO - Training Std: 20.3076 2025-04-23 16:29:53,757 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 16:29:53,757 - INFO - KS Statistic: 0.1538 2025-04-23 16:29:53,757 - INFO - P-value: 0.0000 2025-04-23 16:29:53,757 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 16:29:53,757 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:30,609 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:30,610 - INFO - Timestamp: 2025-04-23 23:20:30 2025-04-23 23:20:30,610 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:30,610 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:30,610 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:30,610 - INFO - Mean: 4.7899 2025-04-23 23:20:30,610 - INFO - Median: 4.2255 2025-04-23 23:20:30,610 - INFO - Min: 0.3763 2025-04-23 23:20:30,610 - INFO - Max: 18.8528 2025-04-23 23:20:30,610 - INFO - Std: 2.8893 2025-04-23 23:20:30,610 - INFO - OC Distribution Statistics: 2025-04-23 23:20:30,610 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:30,610 - INFO - Validation Std: 8.9271 2025-04-23 23:20:30,610 - INFO - Training Mean: 23.0004 2025-04-23 23:20:30,610 - INFO - Training Std: 20.3076 2025-04-23 23:20:30,610 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:30,610 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:30,610 - INFO - P-value: 0.0000 2025-04-23 23:20:30,610 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:30,610 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:33,624 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:33,624 - INFO - Timestamp: 2025-04-23 23:20:33 2025-04-23 23:20:33,624 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:33,624 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:33,625 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:33,625 - INFO - Mean: 4.7899 2025-04-23 23:20:33,625 - INFO - Median: 4.2255 2025-04-23 23:20:33,625 - INFO - Min: 0.3763 2025-04-23 23:20:33,625 - INFO - Max: 18.8528 2025-04-23 23:20:33,625 - INFO - Std: 2.8893 2025-04-23 23:20:33,625 - INFO - OC Distribution Statistics: 2025-04-23 23:20:33,625 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:33,625 - INFO - Validation Std: 8.9271 2025-04-23 23:20:33,625 - INFO - Training Mean: 23.0004 2025-04-23 23:20:33,625 - INFO - Training Std: 20.3076 2025-04-23 23:20:33,625 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:33,625 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:33,625 - INFO - P-value: 0.0000 2025-04-23 23:20:33,625 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:33,625 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:33,628 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:33,628 - INFO - Timestamp: 2025-04-23 23:20:33 2025-04-23 23:20:33,628 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:33,628 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:33,628 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:33,628 - INFO - Mean: 4.7899 2025-04-23 23:20:33,628 - INFO - Median: 4.2255 2025-04-23 23:20:33,628 - INFO - Min: 0.3763 2025-04-23 23:20:33,628 - INFO - Max: 18.8528 2025-04-23 23:20:33,628 - INFO - Std: 2.8893 2025-04-23 23:20:33,628 - INFO - OC Distribution Statistics: 2025-04-23 23:20:33,628 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:33,628 - INFO - Validation Std: 8.9271 2025-04-23 23:20:33,628 - INFO - Training Mean: 23.0004 2025-04-23 23:20:33,629 - INFO - Training Std: 20.3076 2025-04-23 23:20:33,629 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:33,629 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:33,629 - INFO - P-value: 0.0000 2025-04-23 23:20:33,629 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:33,629 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:33,939 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:33,939 - INFO - Timestamp: 2025-04-23 23:20:33 2025-04-23 23:20:33,939 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:33,939 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:33,940 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:33,940 - INFO - Mean: 4.7899 2025-04-23 23:20:33,940 - INFO - Median: 4.2255 2025-04-23 23:20:33,940 - INFO - Min: 0.3763 2025-04-23 23:20:33,940 - INFO - Max: 18.8528 2025-04-23 23:20:33,940 - INFO - Std: 2.8893 2025-04-23 23:20:33,940 - INFO - OC Distribution Statistics: 2025-04-23 23:20:33,940 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:33,940 - INFO - Validation Std: 8.9271 2025-04-23 23:20:33,940 - INFO - Training Mean: 23.0004 2025-04-23 23:20:33,940 - INFO - Training Std: 20.3076 2025-04-23 23:20:33,940 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:33,940 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:33,940 - INFO - P-value: 0.0000 2025-04-23 23:20:33,940 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:33,940 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:36,842 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:36,842 - INFO - Timestamp: 2025-04-23 23:20:36 2025-04-23 23:20:36,842 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:36,842 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:36,842 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:36,842 - INFO - Mean: 4.7899 2025-04-23 23:20:36,842 - INFO - Median: 4.2255 2025-04-23 23:20:36,842 - INFO - Min: 0.3763 2025-04-23 23:20:36,842 - INFO - Max: 18.8528 2025-04-23 23:20:36,842 - INFO - Std: 2.8893 2025-04-23 23:20:36,842 - INFO - OC Distribution Statistics: 2025-04-23 23:20:36,842 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:36,842 - INFO - Validation Std: 8.9271 2025-04-23 23:20:36,842 - INFO - Training Mean: 23.0004 2025-04-23 23:20:36,842 - INFO - Training Std: 20.3076 2025-04-23 23:20:36,842 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:36,842 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:36,842 - INFO - P-value: 0.0000 2025-04-23 23:20:36,842 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:36,842 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:36,913 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:36,913 - INFO - Timestamp: 2025-04-23 23:20:36 2025-04-23 23:20:36,913 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:36,913 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:36,913 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:36,913 - INFO - Mean: 4.7899 2025-04-23 23:20:36,913 - INFO - Median: 4.2255 2025-04-23 23:20:36,913 - INFO - Min: 0.3763 2025-04-23 23:20:36,913 - INFO - Max: 18.8528 2025-04-23 23:20:36,913 - INFO - Std: 2.8893 2025-04-23 23:20:36,913 - INFO - OC Distribution Statistics: 2025-04-23 23:20:36,913 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:36,913 - INFO - Validation Std: 8.9271 2025-04-23 23:20:36,913 - INFO - Training Mean: 23.0004 2025-04-23 23:20:36,913 - INFO - Training Std: 20.3076 2025-04-23 23:20:36,913 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:36,913 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:36,913 - INFO - P-value: 0.0000 2025-04-23 23:20:36,913 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:36,913 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:37,117 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:37,117 - INFO - Timestamp: 2025-04-23 23:20:37 2025-04-23 23:20:37,117 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:37,117 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:37,117 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:37,117 - INFO - Mean: 4.7899 2025-04-23 23:20:37,117 - INFO - Median: 4.2255 2025-04-23 23:20:37,117 - INFO - Min: 0.3763 2025-04-23 23:20:37,117 - INFO - Max: 18.8528 2025-04-23 23:20:37,117 - INFO - Std: 2.8893 2025-04-23 23:20:37,117 - INFO - OC Distribution Statistics: 2025-04-23 23:20:37,117 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:37,117 - INFO - Validation Std: 8.9271 2025-04-23 23:20:37,117 - INFO - Training Mean: 23.0004 2025-04-23 23:20:37,117 - INFO - Training Std: 20.3076 2025-04-23 23:20:37,117 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:37,117 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:37,117 - INFO - P-value: 0.0000 2025-04-23 23:20:37,117 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:37,117 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:20:37,155 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:20:37,155 - INFO - Timestamp: 2025-04-23 23:20:37 2025-04-23 23:20:37,155 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:20:37,155 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:20:37,155 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:20:37,155 - INFO - Mean: 4.7899 2025-04-23 23:20:37,155 - INFO - Median: 4.2255 2025-04-23 23:20:37,155 - INFO - Min: 0.3763 2025-04-23 23:20:37,155 - INFO - Max: 18.8528 2025-04-23 23:20:37,155 - INFO - Std: 2.8893 2025-04-23 23:20:37,155 - INFO - OC Distribution Statistics: 2025-04-23 23:20:37,155 - INFO - Validation Mean: 17.3772 2025-04-23 23:20:37,155 - INFO - Validation Std: 8.9271 2025-04-23 23:20:37,155 - INFO - Training Mean: 23.0004 2025-04-23 23:20:37,155 - INFO - Training Std: 20.3076 2025-04-23 23:20:37,155 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:20:37,155 - INFO - KS Statistic: 0.1538 2025-04-23 23:20:37,155 - INFO - P-value: 0.0000 2025-04-23 23:20:37,155 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:20:37,155 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:22,948 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:22,948 - INFO - Timestamp: 2025-04-23 23:47:22 2025-04-23 23:47:22,948 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:22,948 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:22,948 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:22,948 - INFO - Mean: 4.7899 2025-04-23 23:47:22,948 - INFO - Median: 4.2255 2025-04-23 23:47:22,948 - INFO - Min: 0.3763 2025-04-23 23:47:22,948 - INFO - Max: 18.8528 2025-04-23 23:47:22,948 - INFO - Std: 2.8893 2025-04-23 23:47:22,948 - INFO - OC Distribution Statistics: 2025-04-23 23:47:22,948 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:22,948 - INFO - Validation Std: 8.9271 2025-04-23 23:47:22,948 - INFO - Training Mean: 23.0004 2025-04-23 23:47:22,948 - INFO - Training Std: 20.3076 2025-04-23 23:47:22,948 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:22,948 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:22,948 - INFO - P-value: 0.0000 2025-04-23 23:47:22,949 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:22,949 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:24,534 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:24,535 - INFO - Timestamp: 2025-04-23 23:47:24 2025-04-23 23:47:24,535 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:24,535 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:24,535 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:24,535 - INFO - Mean: 4.7899 2025-04-23 23:47:24,535 - INFO - Median: 4.2255 2025-04-23 23:47:24,535 - INFO - Min: 0.3763 2025-04-23 23:47:24,535 - INFO - Max: 18.8528 2025-04-23 23:47:24,535 - INFO - Std: 2.8893 2025-04-23 23:47:24,535 - INFO - OC Distribution Statistics: 2025-04-23 23:47:24,535 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:24,535 - INFO - Validation Std: 8.9271 2025-04-23 23:47:24,535 - INFO - Training Mean: 23.0004 2025-04-23 23:47:24,535 - INFO - Training Std: 20.3076 2025-04-23 23:47:24,535 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:24,535 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:24,535 - INFO - P-value: 0.0000 2025-04-23 23:47:24,535 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:24,535 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:24,574 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:24,575 - INFO - Timestamp: 2025-04-23 23:47:24 2025-04-23 23:47:24,575 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:24,575 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:24,575 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:24,575 - INFO - Mean: 4.7899 2025-04-23 23:47:24,575 - INFO - Median: 4.2255 2025-04-23 23:47:24,575 - INFO - Min: 0.3763 2025-04-23 23:47:24,575 - INFO - Max: 18.8528 2025-04-23 23:47:24,575 - INFO - Std: 2.8893 2025-04-23 23:47:24,575 - INFO - OC Distribution Statistics: 2025-04-23 23:47:24,575 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:24,575 - INFO - Validation Std: 8.9271 2025-04-23 23:47:24,575 - INFO - Training Mean: 23.0004 2025-04-23 23:47:24,575 - INFO - Training Std: 20.3076 2025-04-23 23:47:24,575 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:24,575 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:24,575 - INFO - P-value: 0.0000 2025-04-23 23:47:24,575 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:24,575 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:26,290 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:26,290 - INFO - Timestamp: 2025-04-23 23:47:26 2025-04-23 23:47:26,290 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:26,290 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:26,290 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:26,290 - INFO - Mean: 4.7899 2025-04-23 23:47:26,290 - INFO - Median: 4.2255 2025-04-23 23:47:26,290 - INFO - Min: 0.3763 2025-04-23 23:47:26,290 - INFO - Max: 18.8528 2025-04-23 23:47:26,290 - INFO - Std: 2.8893 2025-04-23 23:47:26,290 - INFO - OC Distribution Statistics: 2025-04-23 23:47:26,290 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:26,290 - INFO - Validation Std: 8.9271 2025-04-23 23:47:26,291 - INFO - Training Mean: 23.0004 2025-04-23 23:47:26,291 - INFO - Training Std: 20.3076 2025-04-23 23:47:26,291 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:26,291 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:26,291 - INFO - P-value: 0.0000 2025-04-23 23:47:26,291 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:26,291 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:27,773 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:27,773 - INFO - Timestamp: 2025-04-23 23:47:27 2025-04-23 23:47:27,773 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:27,773 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:27,773 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:27,773 - INFO - Mean: 4.7899 2025-04-23 23:47:27,773 - INFO - Median: 4.2255 2025-04-23 23:47:27,773 - INFO - Min: 0.3763 2025-04-23 23:47:27,773 - INFO - Max: 18.8528 2025-04-23 23:47:27,773 - INFO - Std: 2.8893 2025-04-23 23:47:27,773 - INFO - OC Distribution Statistics: 2025-04-23 23:47:27,773 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:27,773 - INFO - Validation Std: 8.9271 2025-04-23 23:47:27,773 - INFO - Training Mean: 23.0004 2025-04-23 23:47:27,773 - INFO - Training Std: 20.3076 2025-04-23 23:47:27,773 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:27,773 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:27,773 - INFO - P-value: 0.0000 2025-04-23 23:47:27,773 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:27,773 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:27,893 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:27,893 - INFO - Timestamp: 2025-04-23 23:47:27 2025-04-23 23:47:27,893 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:27,893 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:27,893 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:27,893 - INFO - Mean: 4.7899 2025-04-23 23:47:27,893 - INFO - Median: 4.2255 2025-04-23 23:47:27,893 - INFO - Min: 0.3763 2025-04-23 23:47:27,893 - INFO - Max: 18.8528 2025-04-23 23:47:27,893 - INFO - Std: 2.8893 2025-04-23 23:47:27,893 - INFO - OC Distribution Statistics: 2025-04-23 23:47:27,893 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:27,893 - INFO - Validation Std: 8.9271 2025-04-23 23:47:27,893 - INFO - Training Mean: 23.0004 2025-04-23 23:47:27,893 - INFO - Training Std: 20.3076 2025-04-23 23:47:27,893 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:27,893 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:27,893 - INFO - P-value: 0.0000 2025-04-23 23:47:27,893 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:27,893 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:29,352 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:29,352 - INFO - Timestamp: 2025-04-23 23:47:29 2025-04-23 23:47:29,352 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:29,352 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:29,352 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:29,352 - INFO - Mean: 4.7899 2025-04-23 23:47:29,352 - INFO - Median: 4.2255 2025-04-23 23:47:29,352 - INFO - Min: 0.3763 2025-04-23 23:47:29,352 - INFO - Max: 18.8528 2025-04-23 23:47:29,352 - INFO - Std: 2.8893 2025-04-23 23:47:29,352 - INFO - OC Distribution Statistics: 2025-04-23 23:47:29,352 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:29,352 - INFO - Validation Std: 8.9271 2025-04-23 23:47:29,352 - INFO - Training Mean: 23.0004 2025-04-23 23:47:29,352 - INFO - Training Std: 20.3076 2025-04-23 23:47:29,352 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:29,352 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:29,352 - INFO - P-value: 0.0000 2025-04-23 23:47:29,352 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:29,352 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-23 23:47:31,212 - INFO - Validation and Training Set Split Statistics 2025-04-23 23:47:31,213 - INFO - Timestamp: 2025-04-23 23:47:31 2025-04-23 23:47:31,213 - INFO - Validation set size: 1391 (8.42%) 2025-04-23 23:47:31,213 - INFO - Training set size: 15123 (91.58%) 2025-04-23 23:47:31,213 - INFO - Minimum Distance Statistics (km): 2025-04-23 23:47:31,213 - INFO - Mean: 4.7899 2025-04-23 23:47:31,213 - INFO - Median: 4.2255 2025-04-23 23:47:31,213 - INFO - Min: 0.3763 2025-04-23 23:47:31,213 - INFO - Max: 18.8528 2025-04-23 23:47:31,213 - INFO - Std: 2.8893 2025-04-23 23:47:31,213 - INFO - OC Distribution Statistics: 2025-04-23 23:47:31,213 - INFO - Validation Mean: 17.3772 2025-04-23 23:47:31,213 - INFO - Validation Std: 8.9271 2025-04-23 23:47:31,213 - INFO - Training Mean: 23.0004 2025-04-23 23:47:31,213 - INFO - Training Std: 20.3076 2025-04-23 23:47:31,213 - INFO - Kolmogorov-Smirnov Test: 2025-04-23 23:47:31,213 - INFO - KS Statistic: 0.1538 2025-04-23 23:47:31,213 - INFO - P-value: 0.0000 2025-04-23 23:47:31,213 - INFO - Distribution Fit: Inverse Gamma 2025-04-23 23:47:31,213 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:08,528 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:08,528 - INFO - Timestamp: 2025-04-24 00:14:08 2025-04-24 00:14:08,528 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:08,528 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:08,528 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:08,528 - INFO - Mean: 4.7899 2025-04-24 00:14:08,528 - INFO - Median: 4.2255 2025-04-24 00:14:08,528 - INFO - Min: 0.3763 2025-04-24 00:14:08,528 - INFO - Max: 18.8528 2025-04-24 00:14:08,528 - INFO - Std: 2.8893 2025-04-24 00:14:08,528 - INFO - OC Distribution Statistics: 2025-04-24 00:14:08,529 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:08,529 - INFO - Validation Std: 8.9271 2025-04-24 00:14:08,529 - INFO - Training Mean: 23.0004 2025-04-24 00:14:08,529 - INFO - Training Std: 20.3076 2025-04-24 00:14:08,529 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:08,529 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:08,529 - INFO - P-value: 0.0000 2025-04-24 00:14:08,529 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:08,529 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:08,561 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:08,561 - INFO - Timestamp: 2025-04-24 00:14:08 2025-04-24 00:14:08,561 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:08,561 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:08,561 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:08,561 - INFO - Mean: 4.7899 2025-04-24 00:14:08,561 - INFO - Median: 4.2255 2025-04-24 00:14:08,562 - INFO - Min: 0.3763 2025-04-24 00:14:08,562 - INFO - Max: 18.8528 2025-04-24 00:14:08,562 - INFO - Std: 2.8893 2025-04-24 00:14:08,562 - INFO - OC Distribution Statistics: 2025-04-24 00:14:08,562 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:08,562 - INFO - Validation Std: 8.9271 2025-04-24 00:14:08,562 - INFO - Training Mean: 23.0004 2025-04-24 00:14:08,562 - INFO - Training Std: 20.3076 2025-04-24 00:14:08,562 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:08,562 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:08,562 - INFO - P-value: 0.0000 2025-04-24 00:14:08,562 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:08,562 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:09,127 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:09,127 - INFO - Timestamp: 2025-04-24 00:14:09 2025-04-24 00:14:09,127 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:09,127 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:09,127 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:09,127 - INFO - Mean: 4.7899 2025-04-24 00:14:09,127 - INFO - Median: 4.2255 2025-04-24 00:14:09,127 - INFO - Min: 0.3763 2025-04-24 00:14:09,127 - INFO - Max: 18.8528 2025-04-24 00:14:09,127 - INFO - Std: 2.8893 2025-04-24 00:14:09,127 - INFO - OC Distribution Statistics: 2025-04-24 00:14:09,127 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:09,127 - INFO - Validation Std: 8.9271 2025-04-24 00:14:09,127 - INFO - Training Mean: 23.0004 2025-04-24 00:14:09,127 - INFO - Training Std: 20.3076 2025-04-24 00:14:09,127 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:09,127 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:09,127 - INFO - P-value: 0.0000 2025-04-24 00:14:09,127 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:09,127 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:10,127 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:10,127 - INFO - Timestamp: 2025-04-24 00:14:10 2025-04-24 00:14:10,127 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:10,127 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:10,127 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:10,127 - INFO - Mean: 4.7899 2025-04-24 00:14:10,127 - INFO - Median: 4.2255 2025-04-24 00:14:10,127 - INFO - Min: 0.3763 2025-04-24 00:14:10,127 - INFO - Max: 18.8528 2025-04-24 00:14:10,127 - INFO - Std: 2.8893 2025-04-24 00:14:10,127 - INFO - OC Distribution Statistics: 2025-04-24 00:14:10,127 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:10,127 - INFO - Validation Std: 8.9271 2025-04-24 00:14:10,127 - INFO - Training Mean: 23.0004 2025-04-24 00:14:10,127 - INFO - Training Std: 20.3076 2025-04-24 00:14:10,127 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:10,127 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:10,127 - INFO - P-value: 0.0000 2025-04-24 00:14:10,127 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:10,128 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:10,928 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:10,928 - INFO - Timestamp: 2025-04-24 00:14:10 2025-04-24 00:14:10,928 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:10,928 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:10,928 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:10,928 - INFO - Mean: 4.7899 2025-04-24 00:14:10,928 - INFO - Median: 4.2255 2025-04-24 00:14:10,928 - INFO - Min: 0.3763 2025-04-24 00:14:10,928 - INFO - Max: 18.8528 2025-04-24 00:14:10,928 - INFO - Std: 2.8893 2025-04-24 00:14:10,928 - INFO - OC Distribution Statistics: 2025-04-24 00:14:10,928 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:10,928 - INFO - Validation Std: 8.9271 2025-04-24 00:14:10,928 - INFO - Training Mean: 23.0004 2025-04-24 00:14:10,928 - INFO - Training Std: 20.3076 2025-04-24 00:14:10,928 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:10,928 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:10,928 - INFO - P-value: 0.0000 2025-04-24 00:14:10,928 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:10,928 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:12,981 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:12,981 - INFO - Timestamp: 2025-04-24 00:14:12 2025-04-24 00:14:12,981 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:12,981 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:12,981 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:12,981 - INFO - Mean: 4.7899 2025-04-24 00:14:12,981 - INFO - Median: 4.2255 2025-04-24 00:14:12,981 - INFO - Min: 0.3763 2025-04-24 00:14:12,981 - INFO - Max: 18.8528 2025-04-24 00:14:12,981 - INFO - Std: 2.8893 2025-04-24 00:14:12,981 - INFO - OC Distribution Statistics: 2025-04-24 00:14:12,981 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:12,981 - INFO - Validation Std: 8.9271 2025-04-24 00:14:12,981 - INFO - Training Mean: 23.0004 2025-04-24 00:14:12,982 - INFO - Training Std: 20.3076 2025-04-24 00:14:12,982 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:12,982 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:12,982 - INFO - P-value: 0.0000 2025-04-24 00:14:12,982 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:12,982 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:13,271 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:13,271 - INFO - Timestamp: 2025-04-24 00:14:13 2025-04-24 00:14:13,271 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:13,271 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:13,271 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:13,271 - INFO - Mean: 4.7899 2025-04-24 00:14:13,271 - INFO - Median: 4.2255 2025-04-24 00:14:13,271 - INFO - Min: 0.3763 2025-04-24 00:14:13,271 - INFO - Max: 18.8528 2025-04-24 00:14:13,271 - INFO - Std: 2.8893 2025-04-24 00:14:13,271 - INFO - OC Distribution Statistics: 2025-04-24 00:14:13,271 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:13,271 - INFO - Validation Std: 8.9271 2025-04-24 00:14:13,271 - INFO - Training Mean: 23.0004 2025-04-24 00:14:13,271 - INFO - Training Std: 20.3076 2025-04-24 00:14:13,271 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:13,271 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:13,271 - INFO - P-value: 0.0000 2025-04-24 00:14:13,271 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:13,271 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:14:13,621 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:14:13,621 - INFO - Timestamp: 2025-04-24 00:14:13 2025-04-24 00:14:13,621 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:14:13,621 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:14:13,621 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:14:13,621 - INFO - Mean: 4.7899 2025-04-24 00:14:13,621 - INFO - Median: 4.2255 2025-04-24 00:14:13,621 - INFO - Min: 0.3763 2025-04-24 00:14:13,621 - INFO - Max: 18.8528 2025-04-24 00:14:13,621 - INFO - Std: 2.8893 2025-04-24 00:14:13,621 - INFO - OC Distribution Statistics: 2025-04-24 00:14:13,621 - INFO - Validation Mean: 17.3772 2025-04-24 00:14:13,621 - INFO - Validation Std: 8.9271 2025-04-24 00:14:13,621 - INFO - Training Mean: 23.0004 2025-04-24 00:14:13,621 - INFO - Training Std: 20.3076 2025-04-24 00:14:13,621 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:14:13,622 - INFO - KS Statistic: 0.1538 2025-04-24 00:14:13,622 - INFO - P-value: 0.0000 2025-04-24 00:14:13,622 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:14:13,622 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:12,077 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:12,078 - INFO - Timestamp: 2025-04-24 00:41:12 2025-04-24 00:41:12,078 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:12,078 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:12,078 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:12,078 - INFO - Mean: 4.7899 2025-04-24 00:41:12,078 - INFO - Median: 4.2255 2025-04-24 00:41:12,078 - INFO - Min: 0.3763 2025-04-24 00:41:12,078 - INFO - Max: 18.8528 2025-04-24 00:41:12,078 - INFO - Std: 2.8893 2025-04-24 00:41:12,078 - INFO - OC Distribution Statistics: 2025-04-24 00:41:12,078 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:12,078 - INFO - Validation Std: 8.9271 2025-04-24 00:41:12,078 - INFO - Training Mean: 23.0004 2025-04-24 00:41:12,078 - INFO - Training Std: 20.3076 2025-04-24 00:41:12,078 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:12,078 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:12,078 - INFO - P-value: 0.0000 2025-04-24 00:41:12,078 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:12,078 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:12,604 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:12,604 - INFO - Timestamp: 2025-04-24 00:41:12 2025-04-24 00:41:12,604 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:12,604 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:12,604 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:12,604 - INFO - Mean: 4.7899 2025-04-24 00:41:12,604 - INFO - Median: 4.2255 2025-04-24 00:41:12,604 - INFO - Min: 0.3763 2025-04-24 00:41:12,604 - INFO - Max: 18.8528 2025-04-24 00:41:12,604 - INFO - Std: 2.8893 2025-04-24 00:41:12,604 - INFO - OC Distribution Statistics: 2025-04-24 00:41:12,604 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:12,604 - INFO - Validation Std: 8.9271 2025-04-24 00:41:12,604 - INFO - Training Mean: 23.0004 2025-04-24 00:41:12,604 - INFO - Training Std: 20.3076 2025-04-24 00:41:12,604 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:12,604 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:12,604 - INFO - P-value: 0.0000 2025-04-24 00:41:12,604 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:12,604 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:14,203 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:14,203 - INFO - Timestamp: 2025-04-24 00:41:14 2025-04-24 00:41:14,203 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:14,203 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:14,203 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:14,203 - INFO - Mean: 4.7899 2025-04-24 00:41:14,203 - INFO - Median: 4.2255 2025-04-24 00:41:14,203 - INFO - Min: 0.3763 2025-04-24 00:41:14,203 - INFO - Max: 18.8528 2025-04-24 00:41:14,203 - INFO - Std: 2.8893 2025-04-24 00:41:14,203 - INFO - OC Distribution Statistics: 2025-04-24 00:41:14,203 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:14,203 - INFO - Validation Std: 8.9271 2025-04-24 00:41:14,203 - INFO - Training Mean: 23.0004 2025-04-24 00:41:14,203 - INFO - Training Std: 20.3076 2025-04-24 00:41:14,203 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:14,203 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:14,203 - INFO - P-value: 0.0000 2025-04-24 00:41:14,203 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:14,203 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:14,612 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:14,612 - INFO - Timestamp: 2025-04-24 00:41:14 2025-04-24 00:41:14,612 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:14,612 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:14,612 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:14,612 - INFO - Mean: 4.7899 2025-04-24 00:41:14,612 - INFO - Median: 4.2255 2025-04-24 00:41:14,612 - INFO - Min: 0.3763 2025-04-24 00:41:14,612 - INFO - Max: 18.8528 2025-04-24 00:41:14,612 - INFO - Std: 2.8893 2025-04-24 00:41:14,612 - INFO - OC Distribution Statistics: 2025-04-24 00:41:14,612 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:14,612 - INFO - Validation Std: 8.9271 2025-04-24 00:41:14,612 - INFO - Training Mean: 23.0004 2025-04-24 00:41:14,612 - INFO - Training Std: 20.3076 2025-04-24 00:41:14,612 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:14,612 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:14,612 - INFO - P-value: 0.0000 2025-04-24 00:41:14,612 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:14,612 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:14,711 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:14,711 - INFO - Timestamp: 2025-04-24 00:41:14 2025-04-24 00:41:14,711 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:14,711 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:14,711 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:14,711 - INFO - Mean: 4.7899 2025-04-24 00:41:14,711 - INFO - Median: 4.2255 2025-04-24 00:41:14,711 - INFO - Min: 0.3763 2025-04-24 00:41:14,711 - INFO - Max: 18.8528 2025-04-24 00:41:14,711 - INFO - Std: 2.8893 2025-04-24 00:41:14,711 - INFO - OC Distribution Statistics: 2025-04-24 00:41:14,712 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:14,712 - INFO - Validation Std: 8.9271 2025-04-24 00:41:14,712 - INFO - Training Mean: 23.0004 2025-04-24 00:41:14,712 - INFO - Training Std: 20.3076 2025-04-24 00:41:14,712 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:14,712 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:14,712 - INFO - P-value: 0.0000 2025-04-24 00:41:14,712 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:14,712 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:17,031 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:17,032 - INFO - Timestamp: 2025-04-24 00:41:17 2025-04-24 00:41:17,032 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:17,032 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:17,032 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:17,032 - INFO - Mean: 4.7899 2025-04-24 00:41:17,032 - INFO - Median: 4.2255 2025-04-24 00:41:17,032 - INFO - Min: 0.3763 2025-04-24 00:41:17,032 - INFO - Max: 18.8528 2025-04-24 00:41:17,032 - INFO - Std: 2.8893 2025-04-24 00:41:17,032 - INFO - OC Distribution Statistics: 2025-04-24 00:41:17,032 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:17,032 - INFO - Validation Std: 8.9271 2025-04-24 00:41:17,032 - INFO - Training Mean: 23.0004 2025-04-24 00:41:17,032 - INFO - Training Std: 20.3076 2025-04-24 00:41:17,032 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:17,032 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:17,032 - INFO - P-value: 0.0000 2025-04-24 00:41:17,032 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:17,032 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:18,341 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:18,342 - INFO - Timestamp: 2025-04-24 00:41:18 2025-04-24 00:41:18,342 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:18,342 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:18,342 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:18,342 - INFO - Mean: 4.7899 2025-04-24 00:41:18,342 - INFO - Median: 4.2255 2025-04-24 00:41:18,342 - INFO - Min: 0.3763 2025-04-24 00:41:18,342 - INFO - Max: 18.8528 2025-04-24 00:41:18,342 - INFO - Std: 2.8893 2025-04-24 00:41:18,342 - INFO - OC Distribution Statistics: 2025-04-24 00:41:18,342 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:18,343 - INFO - Validation Std: 8.9271 2025-04-24 00:41:18,343 - INFO - Training Mean: 23.0004 2025-04-24 00:41:18,343 - INFO - Training Std: 20.3076 2025-04-24 00:41:18,343 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:18,343 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:18,343 - INFO - P-value: 0.0000 2025-04-24 00:41:18,343 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:18,343 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 00:41:18,892 - INFO - Validation and Training Set Split Statistics 2025-04-24 00:41:18,892 - INFO - Timestamp: 2025-04-24 00:41:18 2025-04-24 00:41:18,892 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 00:41:18,892 - INFO - Training set size: 15123 (91.58%) 2025-04-24 00:41:18,892 - INFO - Minimum Distance Statistics (km): 2025-04-24 00:41:18,892 - INFO - Mean: 4.7899 2025-04-24 00:41:18,892 - INFO - Median: 4.2255 2025-04-24 00:41:18,892 - INFO - Min: 0.3763 2025-04-24 00:41:18,892 - INFO - Max: 18.8528 2025-04-24 00:41:18,892 - INFO - Std: 2.8893 2025-04-24 00:41:18,893 - INFO - OC Distribution Statistics: 2025-04-24 00:41:18,893 - INFO - Validation Mean: 17.3772 2025-04-24 00:41:18,893 - INFO - Validation Std: 8.9271 2025-04-24 00:41:18,893 - INFO - Training Mean: 23.0004 2025-04-24 00:41:18,893 - INFO - Training Std: 20.3076 2025-04-24 00:41:18,893 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 00:41:18,893 - INFO - KS Statistic: 0.1538 2025-04-24 00:41:18,893 - INFO - P-value: 0.0000 2025-04-24 00:41:18,893 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 00:41:18,893 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:21,987 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:21,987 - INFO - Timestamp: 2025-04-24 01:08:21 2025-04-24 01:08:21,988 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:21,988 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:21,988 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:21,988 - INFO - Mean: 4.7899 2025-04-24 01:08:21,988 - INFO - Median: 4.2255 2025-04-24 01:08:21,988 - INFO - Min: 0.3763 2025-04-24 01:08:21,988 - INFO - Max: 18.8528 2025-04-24 01:08:21,988 - INFO - Std: 2.8893 2025-04-24 01:08:21,988 - INFO - OC Distribution Statistics: 2025-04-24 01:08:21,988 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:21,988 - INFO - Validation Std: 8.9271 2025-04-24 01:08:21,988 - INFO - Training Mean: 23.0004 2025-04-24 01:08:21,988 - INFO - Training Std: 20.3076 2025-04-24 01:08:21,988 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:21,988 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:21,988 - INFO - P-value: 0.0000 2025-04-24 01:08:21,988 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:21,988 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:23,503 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:23,503 - INFO - Timestamp: 2025-04-24 01:08:23 2025-04-24 01:08:23,503 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:23,503 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:23,503 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:23,503 - INFO - Mean: 4.7899 2025-04-24 01:08:23,503 - INFO - Median: 4.2255 2025-04-24 01:08:23,503 - INFO - Min: 0.3763 2025-04-24 01:08:23,503 - INFO - Max: 18.8528 2025-04-24 01:08:23,503 - INFO - Std: 2.8893 2025-04-24 01:08:23,503 - INFO - OC Distribution Statistics: 2025-04-24 01:08:23,503 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:23,503 - INFO - Validation Std: 8.9271 2025-04-24 01:08:23,503 - INFO - Training Mean: 23.0004 2025-04-24 01:08:23,503 - INFO - Training Std: 20.3076 2025-04-24 01:08:23,503 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:23,503 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:23,503 - INFO - P-value: 0.0000 2025-04-24 01:08:23,503 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:23,503 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:23,583 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:23,583 - INFO - Timestamp: 2025-04-24 01:08:23 2025-04-24 01:08:23,583 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:23,583 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:23,583 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:23,583 - INFO - Mean: 4.7899 2025-04-24 01:08:23,583 - INFO - Median: 4.2255 2025-04-24 01:08:23,583 - INFO - Min: 0.3763 2025-04-24 01:08:23,583 - INFO - Max: 18.8528 2025-04-24 01:08:23,583 - INFO - Std: 2.8893 2025-04-24 01:08:23,583 - INFO - OC Distribution Statistics: 2025-04-24 01:08:23,583 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:23,583 - INFO - Validation Std: 8.9271 2025-04-24 01:08:23,583 - INFO - Training Mean: 23.0004 2025-04-24 01:08:23,583 - INFO - Training Std: 20.3076 2025-04-24 01:08:23,583 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:23,583 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:23,583 - INFO - P-value: 0.0000 2025-04-24 01:08:23,583 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:23,583 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:24,618 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:24,618 - INFO - Timestamp: 2025-04-24 01:08:24 2025-04-24 01:08:24,618 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:24,618 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:24,618 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:24,618 - INFO - Mean: 4.7899 2025-04-24 01:08:24,618 - INFO - Median: 4.2255 2025-04-24 01:08:24,618 - INFO - Min: 0.3763 2025-04-24 01:08:24,618 - INFO - Max: 18.8528 2025-04-24 01:08:24,618 - INFO - Std: 2.8893 2025-04-24 01:08:24,618 - INFO - OC Distribution Statistics: 2025-04-24 01:08:24,618 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:24,618 - INFO - Validation Std: 8.9271 2025-04-24 01:08:24,618 - INFO - Training Mean: 23.0004 2025-04-24 01:08:24,619 - INFO - Training Std: 20.3076 2025-04-24 01:08:24,619 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:24,619 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:24,619 - INFO - P-value: 0.0000 2025-04-24 01:08:24,619 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:24,619 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:24,804 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:24,804 - INFO - Timestamp: 2025-04-24 01:08:24 2025-04-24 01:08:24,804 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:24,804 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:24,804 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:24,804 - INFO - Mean: 4.7899 2025-04-24 01:08:24,804 - INFO - Median: 4.2255 2025-04-24 01:08:24,805 - INFO - Min: 0.3763 2025-04-24 01:08:24,805 - INFO - Max: 18.8528 2025-04-24 01:08:24,805 - INFO - Std: 2.8893 2025-04-24 01:08:24,805 - INFO - OC Distribution Statistics: 2025-04-24 01:08:24,805 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:24,805 - INFO - Validation Std: 8.9271 2025-04-24 01:08:24,805 - INFO - Training Mean: 23.0004 2025-04-24 01:08:24,805 - INFO - Training Std: 20.3076 2025-04-24 01:08:24,805 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:24,805 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:24,805 - INFO - P-value: 0.0000 2025-04-24 01:08:24,805 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:24,805 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:27,119 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:27,119 - INFO - Timestamp: 2025-04-24 01:08:27 2025-04-24 01:08:27,119 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:27,119 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:27,119 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:27,119 - INFO - Mean: 4.7899 2025-04-24 01:08:27,119 - INFO - Median: 4.2255 2025-04-24 01:08:27,119 - INFO - Min: 0.3763 2025-04-24 01:08:27,119 - INFO - Max: 18.8528 2025-04-24 01:08:27,119 - INFO - Std: 2.8893 2025-04-24 01:08:27,119 - INFO - OC Distribution Statistics: 2025-04-24 01:08:27,119 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:27,119 - INFO - Validation Std: 8.9271 2025-04-24 01:08:27,119 - INFO - Training Mean: 23.0004 2025-04-24 01:08:27,119 - INFO - Training Std: 20.3076 2025-04-24 01:08:27,119 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:27,119 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:27,119 - INFO - P-value: 0.0000 2025-04-24 01:08:27,119 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:27,119 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:27,908 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:27,908 - INFO - Timestamp: 2025-04-24 01:08:27 2025-04-24 01:08:27,908 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:27,909 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:27,909 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:27,909 - INFO - Mean: 4.7899 2025-04-24 01:08:27,909 - INFO - Median: 4.2255 2025-04-24 01:08:27,909 - INFO - Min: 0.3763 2025-04-24 01:08:27,909 - INFO - Max: 18.8528 2025-04-24 01:08:27,909 - INFO - Std: 2.8893 2025-04-24 01:08:27,909 - INFO - OC Distribution Statistics: 2025-04-24 01:08:27,909 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:27,909 - INFO - Validation Std: 8.9271 2025-04-24 01:08:27,909 - INFO - Training Mean: 23.0004 2025-04-24 01:08:27,909 - INFO - Training Std: 20.3076 2025-04-24 01:08:27,909 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:27,909 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:27,909 - INFO - P-value: 0.0000 2025-04-24 01:08:27,909 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:27,909 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 01:08:29,119 - INFO - Validation and Training Set Split Statistics 2025-04-24 01:08:29,119 - INFO - Timestamp: 2025-04-24 01:08:29 2025-04-24 01:08:29,119 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 01:08:29,119 - INFO - Training set size: 15123 (91.58%) 2025-04-24 01:08:29,119 - INFO - Minimum Distance Statistics (km): 2025-04-24 01:08:29,119 - INFO - Mean: 4.7899 2025-04-24 01:08:29,119 - INFO - Median: 4.2255 2025-04-24 01:08:29,119 - INFO - Min: 0.3763 2025-04-24 01:08:29,119 - INFO - Max: 18.8528 2025-04-24 01:08:29,119 - INFO - Std: 2.8893 2025-04-24 01:08:29,119 - INFO - OC Distribution Statistics: 2025-04-24 01:08:29,119 - INFO - Validation Mean: 17.3772 2025-04-24 01:08:29,119 - INFO - Validation Std: 8.9271 2025-04-24 01:08:29,119 - INFO - Training Mean: 23.0004 2025-04-24 01:08:29,119 - INFO - Training Std: 20.3076 2025-04-24 01:08:29,120 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 01:08:29,120 - INFO - KS Statistic: 0.1538 2025-04-24 01:08:29,120 - INFO - P-value: 0.0000 2025-04-24 01:08:29,120 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 01:08:29,120 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:03:32,680 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:03:32,680 - INFO - Timestamp: 2025-04-24 20:03:32 2025-04-24 20:03:32,680 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:03:32,680 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:03:32,680 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:03:32,680 - INFO - Mean: 4.7899 2025-04-24 20:03:32,680 - INFO - Median: 4.2255 2025-04-24 20:03:32,680 - INFO - Min: 0.3763 2025-04-24 20:03:32,680 - INFO - Max: 18.8528 2025-04-24 20:03:32,681 - INFO - Std: 2.8893 2025-04-24 20:03:32,681 - INFO - OC Distribution Statistics: 2025-04-24 20:03:32,681 - INFO - Validation Mean: 17.3772 2025-04-24 20:03:32,681 - INFO - Validation Std: 8.9271 2025-04-24 20:03:32,681 - INFO - Training Mean: 23.0004 2025-04-24 20:03:32,681 - INFO - Training Std: 20.3076 2025-04-24 20:03:32,681 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:03:32,681 - INFO - KS Statistic: 0.1538 2025-04-24 20:03:32,681 - INFO - P-value: 0.0000 2025-04-24 20:03:32,681 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:03:32,681 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:03:32,808 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:03:32,808 - INFO - Timestamp: 2025-04-24 20:03:32 2025-04-24 20:03:32,808 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:03:32,808 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:03:32,808 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:03:32,808 - INFO - Mean: 4.7899 2025-04-24 20:03:32,808 - INFO - Median: 4.2255 2025-04-24 20:03:32,808 - INFO - Min: 0.3763 2025-04-24 20:03:32,808 - INFO - Max: 18.8528 2025-04-24 20:03:32,808 - INFO - Std: 2.8893 2025-04-24 20:03:32,808 - INFO - OC Distribution Statistics: 2025-04-24 20:03:32,808 - INFO - Validation Mean: 17.3772 2025-04-24 20:03:32,808 - INFO - Validation Std: 8.9271 2025-04-24 20:03:32,808 - INFO - Training Mean: 23.0004 2025-04-24 20:03:32,808 - INFO - Training Std: 20.3076 2025-04-24 20:03:32,808 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:03:32,808 - INFO - KS Statistic: 0.1538 2025-04-24 20:03:32,808 - INFO - P-value: 0.0000 2025-04-24 20:03:32,808 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:03:32,809 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:03:33,317 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:03:33,318 - INFO - Timestamp: 2025-04-24 20:03:33 2025-04-24 20:03:33,318 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:03:33,318 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:03:33,318 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:03:33,318 - INFO - Mean: 4.7899 2025-04-24 20:03:33,318 - INFO - Median: 4.2255 2025-04-24 20:03:33,318 - INFO - Min: 0.3763 2025-04-24 20:03:33,318 - INFO - Max: 18.8528 2025-04-24 20:03:33,318 - INFO - Std: 2.8893 2025-04-24 20:03:33,318 - INFO - OC Distribution Statistics: 2025-04-24 20:03:33,318 - INFO - Validation Mean: 17.3772 2025-04-24 20:03:33,318 - INFO - Validation Std: 8.9271 2025-04-24 20:03:33,318 - INFO - Training Mean: 23.0004 2025-04-24 20:03:33,318 - INFO - Training Std: 20.3076 2025-04-24 20:03:33,318 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:03:33,318 - INFO - KS Statistic: 0.1538 2025-04-24 20:03:33,318 - INFO - P-value: 0.0000 2025-04-24 20:03:33,318 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:03:33,318 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:03:34,592 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:03:34,593 - INFO - Timestamp: 2025-04-24 20:03:34 2025-04-24 20:03:34,593 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:03:34,593 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:03:34,593 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:03:34,593 - INFO - Mean: 4.7899 2025-04-24 20:03:34,593 - INFO - Median: 4.2255 2025-04-24 20:03:34,593 - INFO - Min: 0.3763 2025-04-24 20:03:34,593 - INFO - Max: 18.8528 2025-04-24 20:03:34,593 - INFO - Std: 2.8893 2025-04-24 20:03:34,593 - INFO - OC Distribution Statistics: 2025-04-24 20:03:34,593 - INFO - Validation Mean: 17.3772 2025-04-24 20:03:34,593 - INFO - Validation Std: 8.9271 2025-04-24 20:03:34,593 - INFO - Training Mean: 23.0004 2025-04-24 20:03:34,593 - INFO - Training Std: 20.3076 2025-04-24 20:03:34,593 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:03:34,593 - INFO - KS Statistic: 0.1538 2025-04-24 20:03:34,593 - INFO - P-value: 0.0000 2025-04-24 20:03:34,593 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:03:34,593 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:05:03,854 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:05:03,854 - INFO - Timestamp: 2025-04-24 20:05:03 2025-04-24 20:05:03,854 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:05:03,854 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:05:03,854 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:05:03,855 - INFO - Mean: 4.7899 2025-04-24 20:05:03,855 - INFO - Median: 4.2255 2025-04-24 20:05:03,855 - INFO - Min: 0.3763 2025-04-24 20:05:03,855 - INFO - Max: 18.8528 2025-04-24 20:05:03,855 - INFO - Std: 2.8893 2025-04-24 20:05:03,855 - INFO - OC Distribution Statistics: 2025-04-24 20:05:03,855 - INFO - Validation Mean: 17.3772 2025-04-24 20:05:03,855 - INFO - Validation Std: 8.9271 2025-04-24 20:05:03,855 - INFO - Training Mean: 23.0004 2025-04-24 20:05:03,855 - INFO - Training Std: 20.3076 2025-04-24 20:05:03,855 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:05:03,855 - INFO - KS Statistic: 0.1538 2025-04-24 20:05:03,855 - INFO - P-value: 0.0000 2025-04-24 20:05:03,855 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:05:03,855 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:05:04,162 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:05:04,162 - INFO - Timestamp: 2025-04-24 20:05:04 2025-04-24 20:05:04,162 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:05:04,162 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:05:04,162 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:05:04,162 - INFO - Mean: 4.7899 2025-04-24 20:05:04,162 - INFO - Median: 4.2255 2025-04-24 20:05:04,162 - INFO - Min: 0.3763 2025-04-24 20:05:04,162 - INFO - Max: 18.8528 2025-04-24 20:05:04,162 - INFO - Std: 2.8893 2025-04-24 20:05:04,162 - INFO - OC Distribution Statistics: 2025-04-24 20:05:04,162 - INFO - Validation Mean: 17.3772 2025-04-24 20:05:04,162 - INFO - Validation Std: 8.9271 2025-04-24 20:05:04,162 - INFO - Training Mean: 23.0004 2025-04-24 20:05:04,162 - INFO - Training Std: 20.3076 2025-04-24 20:05:04,162 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:05:04,162 - INFO - KS Statistic: 0.1538 2025-04-24 20:05:04,162 - INFO - P-value: 0.0000 2025-04-24 20:05:04,162 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:05:04,162 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:05:04,424 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:05:04,425 - INFO - Timestamp: 2025-04-24 20:05:04 2025-04-24 20:05:04,425 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:05:04,425 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:05:04,425 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:05:04,425 - INFO - Mean: 4.7899 2025-04-24 20:05:04,425 - INFO - Median: 4.2255 2025-04-24 20:05:04,425 - INFO - Min: 0.3763 2025-04-24 20:05:04,425 - INFO - Max: 18.8528 2025-04-24 20:05:04,425 - INFO - Std: 2.8893 2025-04-24 20:05:04,425 - INFO - OC Distribution Statistics: 2025-04-24 20:05:04,425 - INFO - Validation Mean: 17.3772 2025-04-24 20:05:04,425 - INFO - Validation Std: 8.9271 2025-04-24 20:05:04,425 - INFO - Training Mean: 23.0004 2025-04-24 20:05:04,425 - INFO - Training Std: 20.3076 2025-04-24 20:05:04,425 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:05:04,425 - INFO - KS Statistic: 0.1538 2025-04-24 20:05:04,425 - INFO - P-value: 0.0000 2025-04-24 20:05:04,425 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:05:04,425 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:05:08,832 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:05:08,832 - INFO - Timestamp: 2025-04-24 20:05:08 2025-04-24 20:05:08,832 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:05:08,832 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:05:08,832 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:05:08,832 - INFO - Mean: 4.7899 2025-04-24 20:05:08,832 - INFO - Median: 4.2255 2025-04-24 20:05:08,832 - INFO - Min: 0.3763 2025-04-24 20:05:08,832 - INFO - Max: 18.8528 2025-04-24 20:05:08,832 - INFO - Std: 2.8893 2025-04-24 20:05:08,832 - INFO - OC Distribution Statistics: 2025-04-24 20:05:08,832 - INFO - Validation Mean: 17.3772 2025-04-24 20:05:08,832 - INFO - Validation Std: 8.9271 2025-04-24 20:05:08,832 - INFO - Training Mean: 23.0004 2025-04-24 20:05:08,832 - INFO - Training Std: 20.3076 2025-04-24 20:05:08,832 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:05:08,832 - INFO - KS Statistic: 0.1538 2025-04-24 20:05:08,832 - INFO - P-value: 0.0000 2025-04-24 20:05:08,832 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:05:08,832 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:06:33,741 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:06:33,742 - INFO - Timestamp: 2025-04-24 20:06:33 2025-04-24 20:06:33,742 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:06:33,742 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:06:33,742 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:06:33,742 - INFO - Mean: 4.7899 2025-04-24 20:06:33,742 - INFO - Median: 4.2255 2025-04-24 20:06:33,742 - INFO - Min: 0.3763 2025-04-24 20:06:33,742 - INFO - Max: 18.8528 2025-04-24 20:06:33,742 - INFO - Std: 2.8893 2025-04-24 20:06:33,742 - INFO - OC Distribution Statistics: 2025-04-24 20:06:33,742 - INFO - Validation Mean: 17.3772 2025-04-24 20:06:33,742 - INFO - Validation Std: 8.9271 2025-04-24 20:06:33,742 - INFO - Training Mean: 23.0004 2025-04-24 20:06:33,742 - INFO - Training Std: 20.3076 2025-04-24 20:06:33,742 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:06:33,742 - INFO - KS Statistic: 0.1538 2025-04-24 20:06:33,742 - INFO - P-value: 0.0000 2025-04-24 20:06:33,742 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:06:33,742 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:06:34,084 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:06:34,084 - INFO - Timestamp: 2025-04-24 20:06:34 2025-04-24 20:06:34,084 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:06:34,084 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:06:34,084 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:06:34,084 - INFO - Mean: 4.7899 2025-04-24 20:06:34,084 - INFO - Median: 4.2255 2025-04-24 20:06:34,084 - INFO - Min: 0.3763 2025-04-24 20:06:34,084 - INFO - Max: 18.8528 2025-04-24 20:06:34,084 - INFO - Std: 2.8893 2025-04-24 20:06:34,084 - INFO - OC Distribution Statistics: 2025-04-24 20:06:34,084 - INFO - Validation Mean: 17.3772 2025-04-24 20:06:34,084 - INFO - Validation Std: 8.9271 2025-04-24 20:06:34,084 - INFO - Training Mean: 23.0004 2025-04-24 20:06:34,084 - INFO - Training Std: 20.3076 2025-04-24 20:06:34,084 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:06:34,084 - INFO - KS Statistic: 0.1538 2025-04-24 20:06:34,084 - INFO - P-value: 0.0000 2025-04-24 20:06:34,084 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:06:34,084 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:06:34,372 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:06:34,372 - INFO - Timestamp: 2025-04-24 20:06:34 2025-04-24 20:06:34,372 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:06:34,372 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:06:34,372 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:06:34,372 - INFO - Mean: 4.7899 2025-04-24 20:06:34,372 - INFO - Median: 4.2255 2025-04-24 20:06:34,372 - INFO - Min: 0.3763 2025-04-24 20:06:34,372 - INFO - Max: 18.8528 2025-04-24 20:06:34,372 - INFO - Std: 2.8893 2025-04-24 20:06:34,372 - INFO - OC Distribution Statistics: 2025-04-24 20:06:34,372 - INFO - Validation Mean: 17.3772 2025-04-24 20:06:34,372 - INFO - Validation Std: 8.9271 2025-04-24 20:06:34,372 - INFO - Training Mean: 23.0004 2025-04-24 20:06:34,372 - INFO - Training Std: 20.3076 2025-04-24 20:06:34,372 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:06:34,372 - INFO - KS Statistic: 0.1538 2025-04-24 20:06:34,372 - INFO - P-value: 0.0000 2025-04-24 20:06:34,372 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:06:34,372 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:06:41,769 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:06:41,769 - INFO - Timestamp: 2025-04-24 20:06:41 2025-04-24 20:06:41,769 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:06:41,769 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:06:41,769 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:06:41,770 - INFO - Mean: 4.7899 2025-04-24 20:06:41,770 - INFO - Median: 4.2255 2025-04-24 20:06:41,770 - INFO - Min: 0.3763 2025-04-24 20:06:41,770 - INFO - Max: 18.8528 2025-04-24 20:06:41,770 - INFO - Std: 2.8893 2025-04-24 20:06:41,770 - INFO - OC Distribution Statistics: 2025-04-24 20:06:41,770 - INFO - Validation Mean: 17.3772 2025-04-24 20:06:41,770 - INFO - Validation Std: 8.9271 2025-04-24 20:06:41,770 - INFO - Training Mean: 23.0004 2025-04-24 20:06:41,770 - INFO - Training Std: 20.3076 2025-04-24 20:06:41,770 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:06:41,770 - INFO - KS Statistic: 0.1538 2025-04-24 20:06:41,770 - INFO - P-value: 0.0000 2025-04-24 20:06:41,770 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:06:41,770 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:08:04,142 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:08:04,142 - INFO - Timestamp: 2025-04-24 20:08:04 2025-04-24 20:08:04,142 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:08:04,142 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:08:04,142 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:08:04,142 - INFO - Mean: 4.7899 2025-04-24 20:08:04,142 - INFO - Median: 4.2255 2025-04-24 20:08:04,142 - INFO - Min: 0.3763 2025-04-24 20:08:04,142 - INFO - Max: 18.8528 2025-04-24 20:08:04,142 - INFO - Std: 2.8893 2025-04-24 20:08:04,142 - INFO - OC Distribution Statistics: 2025-04-24 20:08:04,142 - INFO - Validation Mean: 17.3772 2025-04-24 20:08:04,142 - INFO - Validation Std: 8.9271 2025-04-24 20:08:04,142 - INFO - Training Mean: 23.0004 2025-04-24 20:08:04,142 - INFO - Training Std: 20.3076 2025-04-24 20:08:04,142 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:08:04,142 - INFO - KS Statistic: 0.1538 2025-04-24 20:08:04,142 - INFO - P-value: 0.0000 2025-04-24 20:08:04,142 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:08:04,142 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:08:05,532 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:08:05,533 - INFO - Timestamp: 2025-04-24 20:08:05 2025-04-24 20:08:05,533 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:08:05,533 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:08:05,533 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:08:05,533 - INFO - Mean: 4.7899 2025-04-24 20:08:05,533 - INFO - Median: 4.2255 2025-04-24 20:08:05,533 - INFO - Min: 0.3763 2025-04-24 20:08:05,533 - INFO - Max: 18.8528 2025-04-24 20:08:05,533 - INFO - Std: 2.8893 2025-04-24 20:08:05,533 - INFO - OC Distribution Statistics: 2025-04-24 20:08:05,533 - INFO - Validation Mean: 17.3772 2025-04-24 20:08:05,533 - INFO - Validation Std: 8.9271 2025-04-24 20:08:05,533 - INFO - Training Mean: 23.0004 2025-04-24 20:08:05,533 - INFO - Training Std: 20.3076 2025-04-24 20:08:05,533 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:08:05,533 - INFO - KS Statistic: 0.1538 2025-04-24 20:08:05,533 - INFO - P-value: 0.0000 2025-04-24 20:08:05,533 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:08:05,533 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:08:05,724 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:08:05,724 - INFO - Timestamp: 2025-04-24 20:08:05 2025-04-24 20:08:05,724 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:08:05,724 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:08:05,724 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:08:05,724 - INFO - Mean: 4.7899 2025-04-24 20:08:05,724 - INFO - Median: 4.2255 2025-04-24 20:08:05,724 - INFO - Min: 0.3763 2025-04-24 20:08:05,724 - INFO - Max: 18.8528 2025-04-24 20:08:05,724 - INFO - Std: 2.8893 2025-04-24 20:08:05,724 - INFO - OC Distribution Statistics: 2025-04-24 20:08:05,724 - INFO - Validation Mean: 17.3772 2025-04-24 20:08:05,724 - INFO - Validation Std: 8.9271 2025-04-24 20:08:05,724 - INFO - Training Mean: 23.0004 2025-04-24 20:08:05,724 - INFO - Training Std: 20.3076 2025-04-24 20:08:05,724 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:08:05,724 - INFO - KS Statistic: 0.1538 2025-04-24 20:08:05,724 - INFO - P-value: 0.0000 2025-04-24 20:08:05,725 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:08:05,725 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:08:16,192 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:08:16,193 - INFO - Timestamp: 2025-04-24 20:08:16 2025-04-24 20:08:16,193 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:08:16,193 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:08:16,193 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:08:16,193 - INFO - Mean: 4.7899 2025-04-24 20:08:16,193 - INFO - Median: 4.2255 2025-04-24 20:08:16,193 - INFO - Min: 0.3763 2025-04-24 20:08:16,193 - INFO - Max: 18.8528 2025-04-24 20:08:16,193 - INFO - Std: 2.8893 2025-04-24 20:08:16,193 - INFO - OC Distribution Statistics: 2025-04-24 20:08:16,193 - INFO - Validation Mean: 17.3772 2025-04-24 20:08:16,193 - INFO - Validation Std: 8.9271 2025-04-24 20:08:16,193 - INFO - Training Mean: 23.0004 2025-04-24 20:08:16,193 - INFO - Training Std: 20.3076 2025-04-24 20:08:16,193 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:08:16,193 - INFO - KS Statistic: 0.1538 2025-04-24 20:08:16,193 - INFO - P-value: 0.0000 2025-04-24 20:08:16,193 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:08:16,193 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:09:35,126 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:09:35,127 - INFO - Timestamp: 2025-04-24 20:09:35 2025-04-24 20:09:35,127 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:09:35,127 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:09:35,127 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:09:35,127 - INFO - Mean: 4.7899 2025-04-24 20:09:35,127 - INFO - Median: 4.2255 2025-04-24 20:09:35,127 - INFO - Min: 0.3763 2025-04-24 20:09:35,127 - INFO - Max: 18.8528 2025-04-24 20:09:35,127 - INFO - Std: 2.8893 2025-04-24 20:09:35,127 - INFO - OC Distribution Statistics: 2025-04-24 20:09:35,127 - INFO - Validation Mean: 17.3772 2025-04-24 20:09:35,127 - INFO - Validation Std: 8.9271 2025-04-24 20:09:35,127 - INFO - Training Mean: 23.0004 2025-04-24 20:09:35,127 - INFO - Training Std: 20.3076 2025-04-24 20:09:35,127 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:09:35,127 - INFO - KS Statistic: 0.1538 2025-04-24 20:09:35,127 - INFO - P-value: 0.0000 2025-04-24 20:09:35,127 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:09:35,127 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:09:36,475 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:09:36,475 - INFO - Timestamp: 2025-04-24 20:09:36 2025-04-24 20:09:36,475 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:09:36,475 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:09:36,475 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:09:36,475 - INFO - Mean: 4.7899 2025-04-24 20:09:36,475 - INFO - Median: 4.2255 2025-04-24 20:09:36,475 - INFO - Min: 0.3763 2025-04-24 20:09:36,475 - INFO - Max: 18.8528 2025-04-24 20:09:36,475 - INFO - Std: 2.8893 2025-04-24 20:09:36,475 - INFO - OC Distribution Statistics: 2025-04-24 20:09:36,475 - INFO - Validation Mean: 17.3772 2025-04-24 20:09:36,475 - INFO - Validation Std: 8.9271 2025-04-24 20:09:36,475 - INFO - Training Mean: 23.0004 2025-04-24 20:09:36,475 - INFO - Training Std: 20.3076 2025-04-24 20:09:36,475 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:09:36,475 - INFO - KS Statistic: 0.1538 2025-04-24 20:09:36,475 - INFO - P-value: 0.0000 2025-04-24 20:09:36,475 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:09:36,475 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:09:36,677 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:09:36,677 - INFO - Timestamp: 2025-04-24 20:09:36 2025-04-24 20:09:36,677 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:09:36,677 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:09:36,677 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:09:36,677 - INFO - Mean: 4.7899 2025-04-24 20:09:36,677 - INFO - Median: 4.2255 2025-04-24 20:09:36,677 - INFO - Min: 0.3763 2025-04-24 20:09:36,677 - INFO - Max: 18.8528 2025-04-24 20:09:36,677 - INFO - Std: 2.8893 2025-04-24 20:09:36,677 - INFO - OC Distribution Statistics: 2025-04-24 20:09:36,677 - INFO - Validation Mean: 17.3772 2025-04-24 20:09:36,677 - INFO - Validation Std: 8.9271 2025-04-24 20:09:36,677 - INFO - Training Mean: 23.0004 2025-04-24 20:09:36,677 - INFO - Training Std: 20.3076 2025-04-24 20:09:36,677 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:09:36,677 - INFO - KS Statistic: 0.1538 2025-04-24 20:09:36,677 - INFO - P-value: 0.0000 2025-04-24 20:09:36,677 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:09:36,677 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:09:50,004 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:09:50,004 - INFO - Timestamp: 2025-04-24 20:09:50 2025-04-24 20:09:50,004 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:09:50,004 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:09:50,004 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:09:50,004 - INFO - Mean: 4.7899 2025-04-24 20:09:50,004 - INFO - Median: 4.2255 2025-04-24 20:09:50,004 - INFO - Min: 0.3763 2025-04-24 20:09:50,004 - INFO - Max: 18.8528 2025-04-24 20:09:50,004 - INFO - Std: 2.8893 2025-04-24 20:09:50,004 - INFO - OC Distribution Statistics: 2025-04-24 20:09:50,004 - INFO - Validation Mean: 17.3772 2025-04-24 20:09:50,004 - INFO - Validation Std: 8.9271 2025-04-24 20:09:50,004 - INFO - Training Mean: 23.0004 2025-04-24 20:09:50,004 - INFO - Training Std: 20.3076 2025-04-24 20:09:50,004 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:09:50,004 - INFO - KS Statistic: 0.1538 2025-04-24 20:09:50,004 - INFO - P-value: 0.0000 2025-04-24 20:09:50,004 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:09:50,004 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:16:08,822 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:16:08,822 - INFO - Timestamp: 2025-04-24 20:16:08 2025-04-24 20:16:08,823 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:16:08,823 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:16:08,823 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:16:08,823 - INFO - Mean: 4.7899 2025-04-24 20:16:08,823 - INFO - Median: 4.2255 2025-04-24 20:16:08,823 - INFO - Min: 0.3763 2025-04-24 20:16:08,823 - INFO - Max: 18.8528 2025-04-24 20:16:08,823 - INFO - Std: 2.8893 2025-04-24 20:16:08,823 - INFO - OC Distribution Statistics: 2025-04-24 20:16:08,823 - INFO - Validation Mean: 17.3772 2025-04-24 20:16:08,823 - INFO - Validation Std: 8.9271 2025-04-24 20:16:08,823 - INFO - Training Mean: 23.0004 2025-04-24 20:16:08,823 - INFO - Training Std: 20.3076 2025-04-24 20:16:08,823 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:16:08,823 - INFO - KS Statistic: 0.1538 2025-04-24 20:16:08,823 - INFO - P-value: 0.0000 2025-04-24 20:16:08,823 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:16:08,823 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:16:09,216 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:16:09,216 - INFO - Timestamp: 2025-04-24 20:16:09 2025-04-24 20:16:09,216 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:16:09,216 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:16:09,216 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:16:09,216 - INFO - Mean: 4.7899 2025-04-24 20:16:09,216 - INFO - Median: 4.2255 2025-04-24 20:16:09,216 - INFO - Min: 0.3763 2025-04-24 20:16:09,216 - INFO - Max: 18.8528 2025-04-24 20:16:09,216 - INFO - Std: 2.8893 2025-04-24 20:16:09,216 - INFO - OC Distribution Statistics: 2025-04-24 20:16:09,216 - INFO - Validation Mean: 17.3772 2025-04-24 20:16:09,216 - INFO - Validation Std: 8.9271 2025-04-24 20:16:09,216 - INFO - Training Mean: 23.0004 2025-04-24 20:16:09,216 - INFO - Training Std: 20.3076 2025-04-24 20:16:09,216 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:16:09,216 - INFO - KS Statistic: 0.1538 2025-04-24 20:16:09,216 - INFO - P-value: 0.0000 2025-04-24 20:16:09,217 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:16:09,217 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:16:13,778 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:16:13,778 - INFO - Timestamp: 2025-04-24 20:16:13 2025-04-24 20:16:13,778 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:16:13,778 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:16:13,778 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:16:13,778 - INFO - Mean: 4.7899 2025-04-24 20:16:13,778 - INFO - Median: 4.2255 2025-04-24 20:16:13,778 - INFO - Min: 0.3763 2025-04-24 20:16:13,778 - INFO - Max: 18.8528 2025-04-24 20:16:13,778 - INFO - Std: 2.8893 2025-04-24 20:16:13,778 - INFO - OC Distribution Statistics: 2025-04-24 20:16:13,778 - INFO - Validation Mean: 17.3772 2025-04-24 20:16:13,778 - INFO - Validation Std: 8.9271 2025-04-24 20:16:13,778 - INFO - Training Mean: 23.0004 2025-04-24 20:16:13,779 - INFO - Training Std: 20.3076 2025-04-24 20:16:13,779 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:16:13,779 - INFO - KS Statistic: 0.1538 2025-04-24 20:16:13,779 - INFO - P-value: 0.0000 2025-04-24 20:16:13,779 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:16:13,779 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:16:15,382 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:16:15,382 - INFO - Timestamp: 2025-04-24 20:16:15 2025-04-24 20:16:15,382 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:16:15,382 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:16:15,382 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:16:15,382 - INFO - Mean: 4.7899 2025-04-24 20:16:15,383 - INFO - Median: 4.2255 2025-04-24 20:16:15,383 - INFO - Min: 0.3763 2025-04-24 20:16:15,383 - INFO - Max: 18.8528 2025-04-24 20:16:15,383 - INFO - Std: 2.8893 2025-04-24 20:16:15,383 - INFO - OC Distribution Statistics: 2025-04-24 20:16:15,383 - INFO - Validation Mean: 17.3772 2025-04-24 20:16:15,383 - INFO - Validation Std: 8.9271 2025-04-24 20:16:15,383 - INFO - Training Mean: 23.0004 2025-04-24 20:16:15,383 - INFO - Training Std: 20.3076 2025-04-24 20:16:15,383 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:16:15,383 - INFO - KS Statistic: 0.1538 2025-04-24 20:16:15,383 - INFO - P-value: 0.0000 2025-04-24 20:16:15,383 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:16:15,383 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:51:09,000 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:51:09,000 - INFO - Timestamp: 2025-04-24 20:51:08 2025-04-24 20:51:09,000 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:51:09,000 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:51:09,000 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:51:09,000 - INFO - Mean: 4.7899 2025-04-24 20:51:09,001 - INFO - Median: 4.2255 2025-04-24 20:51:09,001 - INFO - Min: 0.3763 2025-04-24 20:51:09,001 - INFO - Max: 18.8528 2025-04-24 20:51:09,001 - INFO - Std: 2.8893 2025-04-24 20:51:09,001 - INFO - OC Distribution Statistics: 2025-04-24 20:51:09,001 - INFO - Validation Mean: 17.3772 2025-04-24 20:51:09,001 - INFO - Validation Std: 8.9271 2025-04-24 20:51:09,001 - INFO - Training Mean: 23.0004 2025-04-24 20:51:09,001 - INFO - Training Std: 20.3076 2025-04-24 20:51:09,001 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:51:09,001 - INFO - KS Statistic: 0.1538 2025-04-24 20:51:09,001 - INFO - P-value: 0.0000 2025-04-24 20:51:09,001 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:51:09,001 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:51:09,030 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:51:09,030 - INFO - Timestamp: 2025-04-24 20:51:09 2025-04-24 20:51:09,030 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:51:09,030 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:51:09,030 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:51:09,030 - INFO - Mean: 4.7899 2025-04-24 20:51:09,030 - INFO - Median: 4.2255 2025-04-24 20:51:09,030 - INFO - Min: 0.3763 2025-04-24 20:51:09,030 - INFO - Max: 18.8528 2025-04-24 20:51:09,030 - INFO - Std: 2.8893 2025-04-24 20:51:09,030 - INFO - OC Distribution Statistics: 2025-04-24 20:51:09,030 - INFO - Validation Mean: 17.3772 2025-04-24 20:51:09,030 - INFO - Validation Std: 8.9271 2025-04-24 20:51:09,030 - INFO - Training Mean: 23.0004 2025-04-24 20:51:09,030 - INFO - Training Std: 20.3076 2025-04-24 20:51:09,030 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:51:09,030 - INFO - KS Statistic: 0.1538 2025-04-24 20:51:09,030 - INFO - P-value: 0.0000 2025-04-24 20:51:09,030 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:51:09,030 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:51:09,434 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:51:09,435 - INFO - Timestamp: 2025-04-24 20:51:09 2025-04-24 20:51:09,435 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:51:09,435 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:51:09,435 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:51:09,435 - INFO - Mean: 4.7899 2025-04-24 20:51:09,435 - INFO - Median: 4.2255 2025-04-24 20:51:09,435 - INFO - Min: 0.3763 2025-04-24 20:51:09,435 - INFO - Max: 18.8528 2025-04-24 20:51:09,435 - INFO - Std: 2.8893 2025-04-24 20:51:09,435 - INFO - OC Distribution Statistics: 2025-04-24 20:51:09,435 - INFO - Validation Mean: 17.3772 2025-04-24 20:51:09,435 - INFO - Validation Std: 8.9271 2025-04-24 20:51:09,435 - INFO - Training Mean: 23.0004 2025-04-24 20:51:09,435 - INFO - Training Std: 20.3076 2025-04-24 20:51:09,435 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:51:09,435 - INFO - KS Statistic: 0.1538 2025-04-24 20:51:09,435 - INFO - P-value: 0.0000 2025-04-24 20:51:09,435 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:51:09,435 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 20:51:13,343 - INFO - Validation and Training Set Split Statistics 2025-04-24 20:51:13,343 - INFO - Timestamp: 2025-04-24 20:51:13 2025-04-24 20:51:13,343 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 20:51:13,343 - INFO - Training set size: 15123 (91.58%) 2025-04-24 20:51:13,343 - INFO - Minimum Distance Statistics (km): 2025-04-24 20:51:13,344 - INFO - Mean: 4.7899 2025-04-24 20:51:13,344 - INFO - Median: 4.2255 2025-04-24 20:51:13,344 - INFO - Min: 0.3763 2025-04-24 20:51:13,344 - INFO - Max: 18.8528 2025-04-24 20:51:13,344 - INFO - Std: 2.8893 2025-04-24 20:51:13,344 - INFO - OC Distribution Statistics: 2025-04-24 20:51:13,344 - INFO - Validation Mean: 17.3772 2025-04-24 20:51:13,344 - INFO - Validation Std: 8.9271 2025-04-24 20:51:13,344 - INFO - Training Mean: 23.0004 2025-04-24 20:51:13,344 - INFO - Training Std: 20.3076 2025-04-24 20:51:13,344 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 20:51:13,344 - INFO - KS Statistic: 0.1538 2025-04-24 20:51:13,344 - INFO - P-value: 0.0000 2025-04-24 20:51:13,344 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 20:51:13,344 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 21:26:57,643 - INFO - Validation and Training Set Split Statistics 2025-04-24 21:26:57,644 - INFO - Timestamp: 2025-04-24 21:26:57 2025-04-24 21:26:57,644 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 21:26:57,644 - INFO - Training set size: 15123 (91.58%) 2025-04-24 21:26:57,644 - INFO - Minimum Distance Statistics (km): 2025-04-24 21:26:57,644 - INFO - Mean: 4.7899 2025-04-24 21:26:57,644 - INFO - Median: 4.2255 2025-04-24 21:26:57,644 - INFO - Min: 0.3763 2025-04-24 21:26:57,644 - INFO - Max: 18.8528 2025-04-24 21:26:57,644 - INFO - Std: 2.8893 2025-04-24 21:26:57,644 - INFO - OC Distribution Statistics: 2025-04-24 21:26:57,644 - INFO - Validation Mean: 17.3772 2025-04-24 21:26:57,644 - INFO - Validation Std: 8.9271 2025-04-24 21:26:57,644 - INFO - Training Mean: 23.0004 2025-04-24 21:26:57,644 - INFO - Training Std: 20.3076 2025-04-24 21:26:57,644 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 21:26:57,644 - INFO - KS Statistic: 0.1538 2025-04-24 21:26:57,644 - INFO - P-value: 0.0000 2025-04-24 21:26:57,644 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 21:26:57,644 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 21:26:57,679 - INFO - Validation and Training Set Split Statistics 2025-04-24 21:26:57,679 - INFO - Timestamp: 2025-04-24 21:26:57 2025-04-24 21:26:57,680 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 21:26:57,680 - INFO - Training set size: 15123 (91.58%) 2025-04-24 21:26:57,680 - INFO - Minimum Distance Statistics (km): 2025-04-24 21:26:57,680 - INFO - Mean: 4.7899 2025-04-24 21:26:57,680 - INFO - Median: 4.2255 2025-04-24 21:26:57,680 - INFO - Min: 0.3763 2025-04-24 21:26:57,680 - INFO - Max: 18.8528 2025-04-24 21:26:57,680 - INFO - Std: 2.8893 2025-04-24 21:26:57,680 - INFO - OC Distribution Statistics: 2025-04-24 21:26:57,680 - INFO - Validation Mean: 17.3772 2025-04-24 21:26:57,680 - INFO - Validation Std: 8.9271 2025-04-24 21:26:57,680 - INFO - Training Mean: 23.0004 2025-04-24 21:26:57,680 - INFO - Training Std: 20.3076 2025-04-24 21:26:57,680 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 21:26:57,680 - INFO - KS Statistic: 0.1538 2025-04-24 21:26:57,680 - INFO - P-value: 0.0000 2025-04-24 21:26:57,680 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 21:26:57,680 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 21:26:58,228 - INFO - Validation and Training Set Split Statistics 2025-04-24 21:26:58,228 - INFO - Timestamp: 2025-04-24 21:26:58 2025-04-24 21:26:58,228 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 21:26:58,228 - INFO - Training set size: 15123 (91.58%) 2025-04-24 21:26:58,228 - INFO - Minimum Distance Statistics (km): 2025-04-24 21:26:58,228 - INFO - Mean: 4.7899 2025-04-24 21:26:58,228 - INFO - Median: 4.2255 2025-04-24 21:26:58,228 - INFO - Min: 0.3763 2025-04-24 21:26:58,228 - INFO - Max: 18.8528 2025-04-24 21:26:58,228 - INFO - Std: 2.8893 2025-04-24 21:26:58,228 - INFO - OC Distribution Statistics: 2025-04-24 21:26:58,228 - INFO - Validation Mean: 17.3772 2025-04-24 21:26:58,228 - INFO - Validation Std: 8.9271 2025-04-24 21:26:58,228 - INFO - Training Mean: 23.0004 2025-04-24 21:26:58,228 - INFO - Training Std: 20.3076 2025-04-24 21:26:58,228 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 21:26:58,228 - INFO - KS Statistic: 0.1538 2025-04-24 21:26:58,228 - INFO - P-value: 0.0000 2025-04-24 21:26:58,228 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 21:26:58,228 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 21:27:01,599 - INFO - Validation and Training Set Split Statistics 2025-04-24 21:27:01,599 - INFO - Timestamp: 2025-04-24 21:27:01 2025-04-24 21:27:01,599 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 21:27:01,599 - INFO - Training set size: 15123 (91.58%) 2025-04-24 21:27:01,599 - INFO - Minimum Distance Statistics (km): 2025-04-24 21:27:01,599 - INFO - Mean: 4.7899 2025-04-24 21:27:01,599 - INFO - Median: 4.2255 2025-04-24 21:27:01,599 - INFO - Min: 0.3763 2025-04-24 21:27:01,599 - INFO - Max: 18.8528 2025-04-24 21:27:01,599 - INFO - Std: 2.8893 2025-04-24 21:27:01,599 - INFO - OC Distribution Statistics: 2025-04-24 21:27:01,599 - INFO - Validation Mean: 17.3772 2025-04-24 21:27:01,599 - INFO - Validation Std: 8.9271 2025-04-24 21:27:01,599 - INFO - Training Mean: 23.0004 2025-04-24 21:27:01,599 - INFO - Training Std: 20.3076 2025-04-24 21:27:01,599 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 21:27:01,599 - INFO - KS Statistic: 0.1538 2025-04-24 21:27:01,599 - INFO - P-value: 0.0000 2025-04-24 21:27:01,599 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 21:27:01,599 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:03:04,038 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:03:04,038 - INFO - Timestamp: 2025-04-24 22:03:04 2025-04-24 22:03:04,038 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:03:04,038 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:03:04,038 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:03:04,038 - INFO - Mean: 4.7899 2025-04-24 22:03:04,038 - INFO - Median: 4.2255 2025-04-24 22:03:04,038 - INFO - Min: 0.3763 2025-04-24 22:03:04,038 - INFO - Max: 18.8528 2025-04-24 22:03:04,038 - INFO - Std: 2.8893 2025-04-24 22:03:04,038 - INFO - OC Distribution Statistics: 2025-04-24 22:03:04,038 - INFO - Validation Mean: 17.3772 2025-04-24 22:03:04,038 - INFO - Validation Std: 8.9271 2025-04-24 22:03:04,038 - INFO - Training Mean: 23.0004 2025-04-24 22:03:04,038 - INFO - Training Std: 20.3076 2025-04-24 22:03:04,038 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:03:04,038 - INFO - KS Statistic: 0.1538 2025-04-24 22:03:04,038 - INFO - P-value: 0.0000 2025-04-24 22:03:04,038 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:03:04,038 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:03:04,627 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:03:04,627 - INFO - Timestamp: 2025-04-24 22:03:04 2025-04-24 22:03:04,627 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:03:04,627 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:03:04,627 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:03:04,627 - INFO - Mean: 4.7899 2025-04-24 22:03:04,627 - INFO - Median: 4.2255 2025-04-24 22:03:04,627 - INFO - Min: 0.3763 2025-04-24 22:03:04,627 - INFO - Max: 18.8528 2025-04-24 22:03:04,627 - INFO - Std: 2.8893 2025-04-24 22:03:04,627 - INFO - OC Distribution Statistics: 2025-04-24 22:03:04,627 - INFO - Validation Mean: 17.3772 2025-04-24 22:03:04,627 - INFO - Validation Std: 8.9271 2025-04-24 22:03:04,627 - INFO - Training Mean: 23.0004 2025-04-24 22:03:04,627 - INFO - Training Std: 20.3076 2025-04-24 22:03:04,627 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:03:04,627 - INFO - KS Statistic: 0.1538 2025-04-24 22:03:04,627 - INFO - P-value: 0.0000 2025-04-24 22:03:04,627 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:03:04,627 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:03:05,427 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:03:05,427 - INFO - Timestamp: 2025-04-24 22:03:05 2025-04-24 22:03:05,427 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:03:05,427 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:03:05,427 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:03:05,427 - INFO - Mean: 4.7899 2025-04-24 22:03:05,427 - INFO - Median: 4.2255 2025-04-24 22:03:05,427 - INFO - Min: 0.3763 2025-04-24 22:03:05,427 - INFO - Max: 18.8528 2025-04-24 22:03:05,427 - INFO - Std: 2.8893 2025-04-24 22:03:05,427 - INFO - OC Distribution Statistics: 2025-04-24 22:03:05,427 - INFO - Validation Mean: 17.3772 2025-04-24 22:03:05,427 - INFO - Validation Std: 8.9271 2025-04-24 22:03:05,428 - INFO - Training Mean: 23.0004 2025-04-24 22:03:05,428 - INFO - Training Std: 20.3076 2025-04-24 22:03:05,428 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:03:05,428 - INFO - KS Statistic: 0.1538 2025-04-24 22:03:05,428 - INFO - P-value: 0.0000 2025-04-24 22:03:05,428 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:03:05,428 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:03:08,855 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:03:08,855 - INFO - Timestamp: 2025-04-24 22:03:08 2025-04-24 22:03:08,855 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:03:08,855 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:03:08,855 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:03:08,855 - INFO - Mean: 4.7899 2025-04-24 22:03:08,855 - INFO - Median: 4.2255 2025-04-24 22:03:08,855 - INFO - Min: 0.3763 2025-04-24 22:03:08,855 - INFO - Max: 18.8528 2025-04-24 22:03:08,855 - INFO - Std: 2.8893 2025-04-24 22:03:08,855 - INFO - OC Distribution Statistics: 2025-04-24 22:03:08,855 - INFO - Validation Mean: 17.3772 2025-04-24 22:03:08,855 - INFO - Validation Std: 8.9271 2025-04-24 22:03:08,855 - INFO - Training Mean: 23.0004 2025-04-24 22:03:08,855 - INFO - Training Std: 20.3076 2025-04-24 22:03:08,855 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:03:08,856 - INFO - KS Statistic: 0.1538 2025-04-24 22:03:08,856 - INFO - P-value: 0.0000 2025-04-24 22:03:08,856 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:03:08,856 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:38:56,333 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:38:56,334 - INFO - Timestamp: 2025-04-24 22:38:56 2025-04-24 22:38:56,334 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:38:56,334 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:38:56,334 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:38:56,334 - INFO - Mean: 4.7899 2025-04-24 22:38:56,334 - INFO - Median: 4.2255 2025-04-24 22:38:56,334 - INFO - Min: 0.3763 2025-04-24 22:38:56,334 - INFO - Max: 18.8528 2025-04-24 22:38:56,334 - INFO - Std: 2.8893 2025-04-24 22:38:56,334 - INFO - OC Distribution Statistics: 2025-04-24 22:38:56,334 - INFO - Validation Mean: 17.3772 2025-04-24 22:38:56,334 - INFO - Validation Std: 8.9271 2025-04-24 22:38:56,334 - INFO - Training Mean: 23.0004 2025-04-24 22:38:56,334 - INFO - Training Std: 20.3076 2025-04-24 22:38:56,334 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:38:56,334 - INFO - KS Statistic: 0.1538 2025-04-24 22:38:56,334 - INFO - P-value: 0.0000 2025-04-24 22:38:56,334 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:38:56,334 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:38:56,574 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:38:56,574 - INFO - Timestamp: 2025-04-24 22:38:56 2025-04-24 22:38:56,574 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:38:56,574 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:38:56,574 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:38:56,574 - INFO - Mean: 4.7899 2025-04-24 22:38:56,574 - INFO - Median: 4.2255 2025-04-24 22:38:56,574 - INFO - Min: 0.3763 2025-04-24 22:38:56,574 - INFO - Max: 18.8528 2025-04-24 22:38:56,574 - INFO - Std: 2.8893 2025-04-24 22:38:56,574 - INFO - OC Distribution Statistics: 2025-04-24 22:38:56,574 - INFO - Validation Mean: 17.3772 2025-04-24 22:38:56,574 - INFO - Validation Std: 8.9271 2025-04-24 22:38:56,574 - INFO - Training Mean: 23.0004 2025-04-24 22:38:56,575 - INFO - Training Std: 20.3076 2025-04-24 22:38:56,575 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:38:56,575 - INFO - KS Statistic: 0.1538 2025-04-24 22:38:56,575 - INFO - P-value: 0.0000 2025-04-24 22:38:56,575 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:38:56,575 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:38:56,967 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:38:56,967 - INFO - Timestamp: 2025-04-24 22:38:56 2025-04-24 22:38:56,967 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:38:56,967 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:38:56,967 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:38:56,967 - INFO - Mean: 4.7899 2025-04-24 22:38:56,967 - INFO - Median: 4.2255 2025-04-24 22:38:56,967 - INFO - Min: 0.3763 2025-04-24 22:38:56,967 - INFO - Max: 18.8528 2025-04-24 22:38:56,967 - INFO - Std: 2.8893 2025-04-24 22:38:56,967 - INFO - OC Distribution Statistics: 2025-04-24 22:38:56,967 - INFO - Validation Mean: 17.3772 2025-04-24 22:38:56,967 - INFO - Validation Std: 8.9271 2025-04-24 22:38:56,967 - INFO - Training Mean: 23.0004 2025-04-24 22:38:56,967 - INFO - Training Std: 20.3076 2025-04-24 22:38:56,967 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:38:56,967 - INFO - KS Statistic: 0.1538 2025-04-24 22:38:56,967 - INFO - P-value: 0.0000 2025-04-24 22:38:56,967 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:38:56,967 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-24 22:39:00,630 - INFO - Validation and Training Set Split Statistics 2025-04-24 22:39:00,630 - INFO - Timestamp: 2025-04-24 22:39:00 2025-04-24 22:39:00,630 - INFO - Validation set size: 1391 (8.42%) 2025-04-24 22:39:00,630 - INFO - Training set size: 15123 (91.58%) 2025-04-24 22:39:00,630 - INFO - Minimum Distance Statistics (km): 2025-04-24 22:39:00,630 - INFO - Mean: 4.7899 2025-04-24 22:39:00,630 - INFO - Median: 4.2255 2025-04-24 22:39:00,630 - INFO - Min: 0.3763 2025-04-24 22:39:00,630 - INFO - Max: 18.8528 2025-04-24 22:39:00,630 - INFO - Std: 2.8893 2025-04-24 22:39:00,630 - INFO - OC Distribution Statistics: 2025-04-24 22:39:00,630 - INFO - Validation Mean: 17.3772 2025-04-24 22:39:00,630 - INFO - Validation Std: 8.9271 2025-04-24 22:39:00,630 - INFO - Training Mean: 23.0004 2025-04-24 22:39:00,630 - INFO - Training Std: 20.3076 2025-04-24 22:39:00,630 - INFO - Kolmogorov-Smirnov Test: 2025-04-24 22:39:00,630 - INFO - KS Statistic: 0.1538 2025-04-24 22:39:00,630 - INFO - P-value: 0.0000 2025-04-24 22:39:00,630 - INFO - Distribution Fit: Inverse Gamma 2025-04-24 22:39:00,630 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:10:36,415 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:10:36,416 - INFO - Timestamp: 2025-04-25 16:10:36 2025-04-25 16:10:36,416 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:10:36,416 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:10:36,416 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:10:36,416 - INFO - Mean: 4.7899 2025-04-25 16:10:36,416 - INFO - Median: 4.2255 2025-04-25 16:10:36,416 - INFO - Min: 0.3763 2025-04-25 16:10:36,416 - INFO - Max: 18.8528 2025-04-25 16:10:36,416 - INFO - Std: 2.8893 2025-04-25 16:10:36,416 - INFO - OC Distribution Statistics: 2025-04-25 16:10:36,416 - INFO - Validation Mean: 17.3772 2025-04-25 16:10:36,416 - INFO - Validation Std: 8.9271 2025-04-25 16:10:36,416 - INFO - Training Mean: 23.0004 2025-04-25 16:10:36,416 - INFO - Training Std: 20.3076 2025-04-25 16:10:36,416 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:10:36,416 - INFO - KS Statistic: 0.1538 2025-04-25 16:10:36,416 - INFO - P-value: 0.0000 2025-04-25 16:10:36,416 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:10:36,416 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:10:36,522 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:10:36,522 - INFO - Timestamp: 2025-04-25 16:10:36 2025-04-25 16:10:36,522 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:10:36,522 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:10:36,522 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:10:36,522 - INFO - Mean: 4.7899 2025-04-25 16:10:36,522 - INFO - Median: 4.2255 2025-04-25 16:10:36,522 - INFO - Min: 0.3763 2025-04-25 16:10:36,522 - INFO - Max: 18.8528 2025-04-25 16:10:36,522 - INFO - Std: 2.8893 2025-04-25 16:10:36,522 - INFO - OC Distribution Statistics: 2025-04-25 16:10:36,522 - INFO - Validation Mean: 17.3772 2025-04-25 16:10:36,522 - INFO - Validation Std: 8.9271 2025-04-25 16:10:36,522 - INFO - Training Mean: 23.0004 2025-04-25 16:10:36,522 - INFO - Training Std: 20.3076 2025-04-25 16:10:36,522 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:10:36,522 - INFO - KS Statistic: 0.1538 2025-04-25 16:10:36,523 - INFO - P-value: 0.0000 2025-04-25 16:10:36,523 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:10:36,523 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:10:36,648 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:10:36,648 - INFO - Timestamp: 2025-04-25 16:10:36 2025-04-25 16:10:36,649 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:10:36,649 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:10:36,649 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:10:36,649 - INFO - Mean: 4.7899 2025-04-25 16:10:36,649 - INFO - Median: 4.2255 2025-04-25 16:10:36,649 - INFO - Min: 0.3763 2025-04-25 16:10:36,649 - INFO - Max: 18.8528 2025-04-25 16:10:36,649 - INFO - Std: 2.8893 2025-04-25 16:10:36,649 - INFO - OC Distribution Statistics: 2025-04-25 16:10:36,649 - INFO - Validation Mean: 17.3772 2025-04-25 16:10:36,649 - INFO - Validation Std: 8.9271 2025-04-25 16:10:36,649 - INFO - Training Mean: 23.0004 2025-04-25 16:10:36,649 - INFO - Training Std: 20.3076 2025-04-25 16:10:36,649 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:10:36,649 - INFO - KS Statistic: 0.1538 2025-04-25 16:10:36,649 - INFO - P-value: 0.0000 2025-04-25 16:10:36,649 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:10:36,649 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:10:38,023 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:10:38,023 - INFO - Timestamp: 2025-04-25 16:10:38 2025-04-25 16:10:38,023 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:10:38,023 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:10:38,023 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:10:38,023 - INFO - Mean: 4.7899 2025-04-25 16:10:38,023 - INFO - Median: 4.2255 2025-04-25 16:10:38,023 - INFO - Min: 0.3763 2025-04-25 16:10:38,023 - INFO - Max: 18.8528 2025-04-25 16:10:38,023 - INFO - Std: 2.8893 2025-04-25 16:10:38,023 - INFO - OC Distribution Statistics: 2025-04-25 16:10:38,023 - INFO - Validation Mean: 17.3772 2025-04-25 16:10:38,023 - INFO - Validation Std: 8.9271 2025-04-25 16:10:38,023 - INFO - Training Mean: 23.0004 2025-04-25 16:10:38,023 - INFO - Training Std: 20.3076 2025-04-25 16:10:38,023 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:10:38,023 - INFO - KS Statistic: 0.1538 2025-04-25 16:10:38,023 - INFO - P-value: 0.0000 2025-04-25 16:10:38,023 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:10:38,023 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:52:20,393 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:52:20,393 - INFO - Timestamp: 2025-04-25 16:52:20 2025-04-25 16:52:20,393 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:52:20,393 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:52:20,393 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:52:20,393 - INFO - Mean: 4.7899 2025-04-25 16:52:20,393 - INFO - Median: 4.2255 2025-04-25 16:52:20,393 - INFO - Min: 0.3763 2025-04-25 16:52:20,393 - INFO - Max: 18.8528 2025-04-25 16:52:20,393 - INFO - Std: 2.8893 2025-04-25 16:52:20,393 - INFO - OC Distribution Statistics: 2025-04-25 16:52:20,393 - INFO - Validation Mean: 17.3772 2025-04-25 16:52:20,393 - INFO - Validation Std: 8.9271 2025-04-25 16:52:20,393 - INFO - Training Mean: 23.0004 2025-04-25 16:52:20,394 - INFO - Training Std: 20.3076 2025-04-25 16:52:20,394 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:52:20,394 - INFO - KS Statistic: 0.1538 2025-04-25 16:52:20,394 - INFO - P-value: 0.0000 2025-04-25 16:52:20,394 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:52:20,394 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:52:20,640 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:52:20,640 - INFO - Timestamp: 2025-04-25 16:52:20 2025-04-25 16:52:20,640 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:52:20,640 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:52:20,640 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:52:20,640 - INFO - Mean: 4.7899 2025-04-25 16:52:20,640 - INFO - Median: 4.2255 2025-04-25 16:52:20,640 - INFO - Min: 0.3763 2025-04-25 16:52:20,640 - INFO - Max: 18.8528 2025-04-25 16:52:20,640 - INFO - Std: 2.8893 2025-04-25 16:52:20,640 - INFO - OC Distribution Statistics: 2025-04-25 16:52:20,640 - INFO - Validation Mean: 17.3772 2025-04-25 16:52:20,640 - INFO - Validation Std: 8.9271 2025-04-25 16:52:20,641 - INFO - Training Mean: 23.0004 2025-04-25 16:52:20,641 - INFO - Training Std: 20.3076 2025-04-25 16:52:20,641 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:52:20,641 - INFO - KS Statistic: 0.1538 2025-04-25 16:52:20,641 - INFO - P-value: 0.0000 2025-04-25 16:52:20,641 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:52:20,641 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:52:20,734 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:52:20,734 - INFO - Timestamp: 2025-04-25 16:52:20 2025-04-25 16:52:20,734 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:52:20,734 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:52:20,734 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:52:20,734 - INFO - Mean: 4.7899 2025-04-25 16:52:20,734 - INFO - Median: 4.2255 2025-04-25 16:52:20,734 - INFO - Min: 0.3763 2025-04-25 16:52:20,734 - INFO - Max: 18.8528 2025-04-25 16:52:20,734 - INFO - Std: 2.8893 2025-04-25 16:52:20,734 - INFO - OC Distribution Statistics: 2025-04-25 16:52:20,735 - INFO - Validation Mean: 17.3772 2025-04-25 16:52:20,735 - INFO - Validation Std: 8.9271 2025-04-25 16:52:20,735 - INFO - Training Mean: 23.0004 2025-04-25 16:52:20,735 - INFO - Training Std: 20.3076 2025-04-25 16:52:20,735 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:52:20,735 - INFO - KS Statistic: 0.1538 2025-04-25 16:52:20,735 - INFO - P-value: 0.0000 2025-04-25 16:52:20,735 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:52:20,735 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 16:52:24,768 - INFO - Validation and Training Set Split Statistics 2025-04-25 16:52:24,768 - INFO - Timestamp: 2025-04-25 16:52:24 2025-04-25 16:52:24,768 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 16:52:24,768 - INFO - Training set size: 15123 (91.58%) 2025-04-25 16:52:24,768 - INFO - Minimum Distance Statistics (km): 2025-04-25 16:52:24,768 - INFO - Mean: 4.7899 2025-04-25 16:52:24,768 - INFO - Median: 4.2255 2025-04-25 16:52:24,768 - INFO - Min: 0.3763 2025-04-25 16:52:24,768 - INFO - Max: 18.8528 2025-04-25 16:52:24,768 - INFO - Std: 2.8893 2025-04-25 16:52:24,768 - INFO - OC Distribution Statistics: 2025-04-25 16:52:24,768 - INFO - Validation Mean: 17.3772 2025-04-25 16:52:24,768 - INFO - Validation Std: 8.9271 2025-04-25 16:52:24,768 - INFO - Training Mean: 23.0004 2025-04-25 16:52:24,768 - INFO - Training Std: 20.3076 2025-04-25 16:52:24,768 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 16:52:24,768 - INFO - KS Statistic: 0.1538 2025-04-25 16:52:24,768 - INFO - P-value: 0.0000 2025-04-25 16:52:24,768 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 16:52:24,768 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 17:35:44,228 - INFO - Validation and Training Set Split Statistics 2025-04-25 17:35:44,228 - INFO - Timestamp: 2025-04-25 17:35:44 2025-04-25 17:35:44,228 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 17:35:44,228 - INFO - Training set size: 15123 (91.58%) 2025-04-25 17:35:44,228 - INFO - Minimum Distance Statistics (km): 2025-04-25 17:35:44,228 - INFO - Mean: 4.7899 2025-04-25 17:35:44,228 - INFO - Median: 4.2255 2025-04-25 17:35:44,228 - INFO - Min: 0.3763 2025-04-25 17:35:44,228 - INFO - Max: 18.8528 2025-04-25 17:35:44,228 - INFO - Std: 2.8893 2025-04-25 17:35:44,228 - INFO - OC Distribution Statistics: 2025-04-25 17:35:44,228 - INFO - Validation Mean: 17.3772 2025-04-25 17:35:44,228 - INFO - Validation Std: 8.9271 2025-04-25 17:35:44,228 - INFO - Training Mean: 23.0004 2025-04-25 17:35:44,228 - INFO - Training Std: 20.3076 2025-04-25 17:35:44,228 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 17:35:44,228 - INFO - KS Statistic: 0.1538 2025-04-25 17:35:44,228 - INFO - P-value: 0.0000 2025-04-25 17:35:44,228 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 17:35:44,228 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 17:35:45,017 - INFO - Validation and Training Set Split Statistics 2025-04-25 17:35:45,017 - INFO - Timestamp: 2025-04-25 17:35:45 2025-04-25 17:35:45,017 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 17:35:45,017 - INFO - Training set size: 15123 (91.58%) 2025-04-25 17:35:45,017 - INFO - Minimum Distance Statistics (km): 2025-04-25 17:35:45,017 - INFO - Mean: 4.7899 2025-04-25 17:35:45,017 - INFO - Median: 4.2255 2025-04-25 17:35:45,017 - INFO - Min: 0.3763 2025-04-25 17:35:45,017 - INFO - Max: 18.8528 2025-04-25 17:35:45,017 - INFO - Std: 2.8893 2025-04-25 17:35:45,017 - INFO - OC Distribution Statistics: 2025-04-25 17:35:45,017 - INFO - Validation Mean: 17.3772 2025-04-25 17:35:45,017 - INFO - Validation Std: 8.9271 2025-04-25 17:35:45,017 - INFO - Training Mean: 23.0004 2025-04-25 17:35:45,017 - INFO - Training Std: 20.3076 2025-04-25 17:35:45,017 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 17:35:45,017 - INFO - KS Statistic: 0.1538 2025-04-25 17:35:45,017 - INFO - P-value: 0.0000 2025-04-25 17:35:45,017 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 17:35:45,017 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 17:35:45,230 - INFO - Validation and Training Set Split Statistics 2025-04-25 17:35:45,230 - INFO - Timestamp: 2025-04-25 17:35:45 2025-04-25 17:35:45,230 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 17:35:45,230 - INFO - Training set size: 15123 (91.58%) 2025-04-25 17:35:45,230 - INFO - Minimum Distance Statistics (km): 2025-04-25 17:35:45,230 - INFO - Mean: 4.7899 2025-04-25 17:35:45,230 - INFO - Median: 4.2255 2025-04-25 17:35:45,230 - INFO - Min: 0.3763 2025-04-25 17:35:45,230 - INFO - Max: 18.8528 2025-04-25 17:35:45,231 - INFO - Std: 2.8893 2025-04-25 17:35:45,231 - INFO - OC Distribution Statistics: 2025-04-25 17:35:45,231 - INFO - Validation Mean: 17.3772 2025-04-25 17:35:45,231 - INFO - Validation Std: 8.9271 2025-04-25 17:35:45,231 - INFO - Training Mean: 23.0004 2025-04-25 17:35:45,231 - INFO - Training Std: 20.3076 2025-04-25 17:35:45,231 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 17:35:45,231 - INFO - KS Statistic: 0.1538 2025-04-25 17:35:45,231 - INFO - P-value: 0.0000 2025-04-25 17:35:45,231 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 17:35:45,231 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 17:35:48,926 - INFO - Validation and Training Set Split Statistics 2025-04-25 17:35:48,927 - INFO - Timestamp: 2025-04-25 17:35:48 2025-04-25 17:35:48,927 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 17:35:48,927 - INFO - Training set size: 15123 (91.58%) 2025-04-25 17:35:48,927 - INFO - Minimum Distance Statistics (km): 2025-04-25 17:35:48,927 - INFO - Mean: 4.7899 2025-04-25 17:35:48,927 - INFO - Median: 4.2255 2025-04-25 17:35:48,927 - INFO - Min: 0.3763 2025-04-25 17:35:48,927 - INFO - Max: 18.8528 2025-04-25 17:35:48,927 - INFO - Std: 2.8893 2025-04-25 17:35:48,927 - INFO - OC Distribution Statistics: 2025-04-25 17:35:48,927 - INFO - Validation Mean: 17.3772 2025-04-25 17:35:48,927 - INFO - Validation Std: 8.9271 2025-04-25 17:35:48,927 - INFO - Training Mean: 23.0004 2025-04-25 17:35:48,927 - INFO - Training Std: 20.3076 2025-04-25 17:35:48,927 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 17:35:48,927 - INFO - KS Statistic: 0.1538 2025-04-25 17:35:48,927 - INFO - P-value: 0.0000 2025-04-25 17:35:48,927 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 17:35:48,927 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:19:58,296 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:19:58,296 - INFO - Timestamp: 2025-04-25 18:19:58 2025-04-25 18:19:58,296 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:19:58,296 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:19:58,297 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:19:58,297 - INFO - Mean: 4.7899 2025-04-25 18:19:58,297 - INFO - Median: 4.2255 2025-04-25 18:19:58,297 - INFO - Min: 0.3763 2025-04-25 18:19:58,297 - INFO - Max: 18.8528 2025-04-25 18:19:58,297 - INFO - Std: 2.8893 2025-04-25 18:19:58,297 - INFO - OC Distribution Statistics: 2025-04-25 18:19:58,297 - INFO - Validation Mean: 17.3772 2025-04-25 18:19:58,297 - INFO - Validation Std: 8.9271 2025-04-25 18:19:58,297 - INFO - Training Mean: 23.0004 2025-04-25 18:19:58,297 - INFO - Training Std: 20.3076 2025-04-25 18:19:58,297 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:19:58,297 - INFO - KS Statistic: 0.1538 2025-04-25 18:19:58,297 - INFO - P-value: 0.0000 2025-04-25 18:19:58,297 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:19:58,297 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:19:58,801 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:19:58,801 - INFO - Timestamp: 2025-04-25 18:19:58 2025-04-25 18:19:58,801 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:19:58,801 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:19:58,801 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:19:58,801 - INFO - Mean: 4.7899 2025-04-25 18:19:58,801 - INFO - Median: 4.2255 2025-04-25 18:19:58,801 - INFO - Min: 0.3763 2025-04-25 18:19:58,801 - INFO - Max: 18.8528 2025-04-25 18:19:58,801 - INFO - Std: 2.8893 2025-04-25 18:19:58,801 - INFO - OC Distribution Statistics: 2025-04-25 18:19:58,801 - INFO - Validation Mean: 17.3772 2025-04-25 18:19:58,801 - INFO - Validation Std: 8.9271 2025-04-25 18:19:58,801 - INFO - Training Mean: 23.0004 2025-04-25 18:19:58,801 - INFO - Training Std: 20.3076 2025-04-25 18:19:58,801 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:19:58,802 - INFO - KS Statistic: 0.1538 2025-04-25 18:19:58,802 - INFO - P-value: 0.0000 2025-04-25 18:19:58,802 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:19:58,802 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:19:59,457 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:19:59,457 - INFO - Timestamp: 2025-04-25 18:19:59 2025-04-25 18:19:59,458 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:19:59,458 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:19:59,458 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:19:59,458 - INFO - Mean: 4.7899 2025-04-25 18:19:59,458 - INFO - Median: 4.2255 2025-04-25 18:19:59,458 - INFO - Min: 0.3763 2025-04-25 18:19:59,458 - INFO - Max: 18.8528 2025-04-25 18:19:59,458 - INFO - Std: 2.8893 2025-04-25 18:19:59,458 - INFO - OC Distribution Statistics: 2025-04-25 18:19:59,458 - INFO - Validation Mean: 17.3772 2025-04-25 18:19:59,458 - INFO - Validation Std: 8.9271 2025-04-25 18:19:59,458 - INFO - Training Mean: 23.0004 2025-04-25 18:19:59,458 - INFO - Training Std: 20.3076 2025-04-25 18:19:59,458 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:19:59,458 - INFO - KS Statistic: 0.1538 2025-04-25 18:19:59,458 - INFO - P-value: 0.0000 2025-04-25 18:19:59,458 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:19:59,458 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:20:03,188 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:20:03,188 - INFO - Timestamp: 2025-04-25 18:20:03 2025-04-25 18:20:03,188 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:20:03,188 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:20:03,188 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:20:03,188 - INFO - Mean: 4.7899 2025-04-25 18:20:03,188 - INFO - Median: 4.2255 2025-04-25 18:20:03,188 - INFO - Min: 0.3763 2025-04-25 18:20:03,188 - INFO - Max: 18.8528 2025-04-25 18:20:03,188 - INFO - Std: 2.8893 2025-04-25 18:20:03,188 - INFO - OC Distribution Statistics: 2025-04-25 18:20:03,188 - INFO - Validation Mean: 17.3772 2025-04-25 18:20:03,188 - INFO - Validation Std: 8.9271 2025-04-25 18:20:03,188 - INFO - Training Mean: 23.0004 2025-04-25 18:20:03,188 - INFO - Training Std: 20.3076 2025-04-25 18:20:03,188 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:20:03,188 - INFO - KS Statistic: 0.1538 2025-04-25 18:20:03,189 - INFO - P-value: 0.0000 2025-04-25 18:20:03,189 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:20:03,189 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:38:39,326 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:38:39,326 - INFO - Timestamp: 2025-04-25 18:38:39 2025-04-25 18:38:39,326 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:38:39,326 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:38:39,326 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:38:39,326 - INFO - Mean: 4.7899 2025-04-25 18:38:39,326 - INFO - Median: 4.2255 2025-04-25 18:38:39,326 - INFO - Min: 0.3763 2025-04-25 18:38:39,326 - INFO - Max: 18.8528 2025-04-25 18:38:39,326 - INFO - Std: 2.8893 2025-04-25 18:38:39,326 - INFO - OC Distribution Statistics: 2025-04-25 18:38:39,326 - INFO - Validation Mean: 17.3772 2025-04-25 18:38:39,326 - INFO - Validation Std: 8.9271 2025-04-25 18:38:39,326 - INFO - Training Mean: 23.0004 2025-04-25 18:38:39,326 - INFO - Training Std: 20.3076 2025-04-25 18:38:39,327 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:38:39,327 - INFO - KS Statistic: 0.1538 2025-04-25 18:38:39,327 - INFO - P-value: 0.0000 2025-04-25 18:38:39,327 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:38:39,327 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:38:39,677 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:38:39,677 - INFO - Timestamp: 2025-04-25 18:38:39 2025-04-25 18:38:39,677 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:38:39,677 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:38:39,677 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:38:39,677 - INFO - Mean: 4.7899 2025-04-25 18:38:39,677 - INFO - Median: 4.2255 2025-04-25 18:38:39,677 - INFO - Min: 0.3763 2025-04-25 18:38:39,677 - INFO - Max: 18.8528 2025-04-25 18:38:39,677 - INFO - Std: 2.8893 2025-04-25 18:38:39,677 - INFO - OC Distribution Statistics: 2025-04-25 18:38:39,677 - INFO - Validation Mean: 17.3772 2025-04-25 18:38:39,677 - INFO - Validation Std: 8.9271 2025-04-25 18:38:39,677 - INFO - Training Mean: 23.0004 2025-04-25 18:38:39,677 - INFO - Training Std: 20.3076 2025-04-25 18:38:39,677 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:38:39,677 - INFO - KS Statistic: 0.1538 2025-04-25 18:38:39,677 - INFO - P-value: 0.0000 2025-04-25 18:38:39,677 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:38:39,677 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:38:39,706 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:38:39,706 - INFO - Timestamp: 2025-04-25 18:38:39 2025-04-25 18:38:39,706 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:38:39,706 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:38:39,706 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:38:39,706 - INFO - Mean: 4.7899 2025-04-25 18:38:39,706 - INFO - Median: 4.2255 2025-04-25 18:38:39,706 - INFO - Min: 0.3763 2025-04-25 18:38:39,706 - INFO - Max: 18.8528 2025-04-25 18:38:39,706 - INFO - Std: 2.8893 2025-04-25 18:38:39,706 - INFO - OC Distribution Statistics: 2025-04-25 18:38:39,706 - INFO - Validation Mean: 17.3772 2025-04-25 18:38:39,706 - INFO - Validation Std: 8.9271 2025-04-25 18:38:39,706 - INFO - Training Mean: 23.0004 2025-04-25 18:38:39,706 - INFO - Training Std: 20.3076 2025-04-25 18:38:39,706 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:38:39,706 - INFO - KS Statistic: 0.1538 2025-04-25 18:38:39,706 - INFO - P-value: 0.0000 2025-04-25 18:38:39,706 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:38:39,706 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 18:38:41,190 - INFO - Validation and Training Set Split Statistics 2025-04-25 18:38:41,190 - INFO - Timestamp: 2025-04-25 18:38:41 2025-04-25 18:38:41,190 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 18:38:41,190 - INFO - Training set size: 15123 (91.58%) 2025-04-25 18:38:41,190 - INFO - Minimum Distance Statistics (km): 2025-04-25 18:38:41,190 - INFO - Mean: 4.7899 2025-04-25 18:38:41,190 - INFO - Median: 4.2255 2025-04-25 18:38:41,190 - INFO - Min: 0.3763 2025-04-25 18:38:41,190 - INFO - Max: 18.8528 2025-04-25 18:38:41,190 - INFO - Std: 2.8893 2025-04-25 18:38:41,190 - INFO - OC Distribution Statistics: 2025-04-25 18:38:41,190 - INFO - Validation Mean: 17.3772 2025-04-25 18:38:41,190 - INFO - Validation Std: 8.9271 2025-04-25 18:38:41,190 - INFO - Training Mean: 23.0004 2025-04-25 18:38:41,190 - INFO - Training Std: 20.3076 2025-04-25 18:38:41,190 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 18:38:41,191 - INFO - KS Statistic: 0.1538 2025-04-25 18:38:41,191 - INFO - P-value: 0.0000 2025-04-25 18:38:41,191 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 18:38:41,191 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 20:03:59,975 - INFO - Validation and Training Set Split Statistics 2025-04-25 20:03:59,975 - INFO - Timestamp: 2025-04-25 20:03:59 2025-04-25 20:03:59,975 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 20:03:59,975 - INFO - Training set size: 15123 (91.58%) 2025-04-25 20:03:59,975 - INFO - Minimum Distance Statistics (km): 2025-04-25 20:03:59,975 - INFO - Mean: 4.7899 2025-04-25 20:03:59,975 - INFO - Median: 4.2255 2025-04-25 20:03:59,975 - INFO - Min: 0.3763 2025-04-25 20:03:59,975 - INFO - Max: 18.8528 2025-04-25 20:03:59,975 - INFO - Std: 2.8893 2025-04-25 20:03:59,975 - INFO - OC Distribution Statistics: 2025-04-25 20:03:59,975 - INFO - Validation Mean: 17.3772 2025-04-25 20:03:59,975 - INFO - Validation Std: 8.9271 2025-04-25 20:03:59,975 - INFO - Training Mean: 23.0004 2025-04-25 20:03:59,975 - INFO - Training Std: 20.3076 2025-04-25 20:03:59,975 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 20:03:59,975 - INFO - KS Statistic: 0.1538 2025-04-25 20:03:59,975 - INFO - P-value: 0.0000 2025-04-25 20:03:59,975 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 20:03:59,975 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 20:04:00,487 - INFO - Validation and Training Set Split Statistics 2025-04-25 20:04:00,488 - INFO - Timestamp: 2025-04-25 20:04:00 2025-04-25 20:04:00,488 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 20:04:00,488 - INFO - Training set size: 15123 (91.58%) 2025-04-25 20:04:00,488 - INFO - Minimum Distance Statistics (km): 2025-04-25 20:04:00,488 - INFO - Mean: 4.7899 2025-04-25 20:04:00,488 - INFO - Median: 4.2255 2025-04-25 20:04:00,488 - INFO - Min: 0.3763 2025-04-25 20:04:00,488 - INFO - Max: 18.8528 2025-04-25 20:04:00,488 - INFO - Std: 2.8893 2025-04-25 20:04:00,488 - INFO - OC Distribution Statistics: 2025-04-25 20:04:00,488 - INFO - Validation Mean: 17.3772 2025-04-25 20:04:00,488 - INFO - Validation Std: 8.9271 2025-04-25 20:04:00,488 - INFO - Training Mean: 23.0004 2025-04-25 20:04:00,488 - INFO - Training Std: 20.3076 2025-04-25 20:04:00,488 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 20:04:00,488 - INFO - KS Statistic: 0.1538 2025-04-25 20:04:00,488 - INFO - P-value: 0.0000 2025-04-25 20:04:00,488 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 20:04:00,488 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 20:04:00,627 - INFO - Validation and Training Set Split Statistics 2025-04-25 20:04:00,627 - INFO - Timestamp: 2025-04-25 20:04:00 2025-04-25 20:04:00,627 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 20:04:00,627 - INFO - Training set size: 15123 (91.58%) 2025-04-25 20:04:00,627 - INFO - Minimum Distance Statistics (km): 2025-04-25 20:04:00,627 - INFO - Mean: 4.7899 2025-04-25 20:04:00,627 - INFO - Median: 4.2255 2025-04-25 20:04:00,627 - INFO - Min: 0.3763 2025-04-25 20:04:00,627 - INFO - Max: 18.8528 2025-04-25 20:04:00,627 - INFO - Std: 2.8893 2025-04-25 20:04:00,627 - INFO - OC Distribution Statistics: 2025-04-25 20:04:00,627 - INFO - Validation Mean: 17.3772 2025-04-25 20:04:00,627 - INFO - Validation Std: 8.9271 2025-04-25 20:04:00,627 - INFO - Training Mean: 23.0004 2025-04-25 20:04:00,627 - INFO - Training Std: 20.3076 2025-04-25 20:04:00,627 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 20:04:00,627 - INFO - KS Statistic: 0.1538 2025-04-25 20:04:00,627 - INFO - P-value: 0.0000 2025-04-25 20:04:00,627 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 20:04:00,627 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795} 2025-04-25 20:04:04,325 - INFO - Validation and Training Set Split Statistics 2025-04-25 20:04:04,325 - INFO - Timestamp: 2025-04-25 20:04:04 2025-04-25 20:04:04,325 - INFO - Validation set size: 1391 (8.42%) 2025-04-25 20:04:04,325 - INFO - Training set size: 15123 (91.58%) 2025-04-25 20:04:04,325 - INFO - Minimum Distance Statistics (km): 2025-04-25 20:04:04,325 - INFO - Mean: 4.7899 2025-04-25 20:04:04,325 - INFO - Median: 4.2255 2025-04-25 20:04:04,325 - INFO - Min: 0.3763 2025-04-25 20:04:04,325 - INFO - Max: 18.8528 2025-04-25 20:04:04,325 - INFO - Std: 2.8893 2025-04-25 20:04:04,325 - INFO - OC Distribution Statistics: 2025-04-25 20:04:04,325 - INFO - Validation Mean: 17.3772 2025-04-25 20:04:04,325 - INFO - Validation Std: 8.9271 2025-04-25 20:04:04,325 - INFO - Training Mean: 23.0004 2025-04-25 20:04:04,325 - INFO - Training Std: 20.3076 2025-04-25 20:04:04,325 - INFO - Kolmogorov-Smirnov Test: 2025-04-25 20:04:04,325 - INFO - KS Statistic: 0.1538 2025-04-25 20:04:04,325 - INFO - P-value: 0.0000 2025-04-25 20:04:04,326 - INFO - Distribution Fit: Inverse Gamma 2025-04-25 20:04:04,326 - INFO - Distribution Parameters: {'a': 3.5093212085018015, 'loc': -0.2207140712018134, 'scale': 55.73445932737795}