{ "schema_version": 1, "model": "/app/storage/training/building-be-v33-yolo11l-rotation-regularized-r1/iteration-001/candidate.pt", "summary": "/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json", "split": "val", "match_iou": 0.25, "test_time_augmentation": true, "inference_imgsz": 640, "max_detections_per_tile": 1000, "nms_iou": 0.3, "containment_nms": 0.95, "box_scale": 1.0, "box_offset_x": 0.0, "box_offset_y": 0.0, "additional_model": null, "ensemble_mode": null, "ensemble_match_iou": null, "proposal_classifier": null, "proposal_classifier_threshold": null, "proposal_crop_scale": null, "proposal_classifier_batch": null, "tile_count": 144, "sweeps": [ { "threshold": 0.01, "aggregate": { "true_positive": 3406, "false_positive": 5264, "false_negative": 1398, "precision": 0.3928489042675894, "recall": 0.708992506244796, "f1": 0.5055662757904112 }, "regions": { "brussels": { "true_positive": 1297, "false_positive": 1800, "false_negative": 551, "precision": 0.4187923797223119, "recall": 0.7018398268398268, "f1": 0.5245702730030334 }, "flanders": { "true_positive": 664, "false_positive": 1524, "false_negative": 346, "precision": 0.30347349177330896, "recall": 0.6574257425742575, "f1": 0.4152595372107567 }, "wallonia": { "true_positive": 1445, "false_positive": 1940, "false_negative": 501, "precision": 0.42688330871491875, "recall": 0.7425488180883865, "f1": 0.5421121740761583 } }, "samples": { "anderlecht-industry-train": { "true_positive": 370, "false_positive": 630, "false_negative": 112, "precision": 0.37, "recall": 0.7676348547717843, "f1": 0.49932523616734137 }, "ath-rural-train": { "true_positive": 695, "false_positive": 839, "false_negative": 241, "precision": 0.4530638852672751, "recall": 0.7425213675213675, "f1": 0.562753036437247 }, "charleroi-core-train": { "true_positive": 374, "false_positive": 477, "false_negative": 152, "precision": 0.4394829612220917, "recall": 0.7110266159695817, "f1": 0.54320987654321 }, "eupen-train": { "true_positive": 376, "false_positive": 624, "false_negative": 108, "precision": 0.376, "recall": 0.7768595041322314, "f1": 0.5067385444743936 }, "genk-industry-train": { "true_positive": 208, "false_positive": 445, "false_negative": 130, "precision": 0.31852986217457885, "recall": 0.6153846153846154, "f1": 0.41977800201816345 }, "ixelles-dense-train": { "true_positive": 687, "false_positive": 585, "false_negative": 331, "precision": 0.5400943396226415, "recall": 0.674852652259332, "f1": 0.6 }, "lokeren-ribbon-train": { "true_positive": 424, "false_positive": 770, "false_negative": 202, "precision": 0.35510887772194305, "recall": 0.6773162939297125, "f1": 0.465934065934066 }, "ostend-coastal-train": { "true_positive": 32, "false_positive": 309, "false_negative": 14, "precision": 0.093841642228739, "recall": 0.6956521739130435, "f1": 0.16537467700258396 }, "uccle-residential-train": { "true_positive": 240, "false_positive": 585, "false_negative": 108, "precision": 0.2909090909090909, "recall": 0.6896551724137931, "f1": 0.4092071611253197 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.015, "aggregate": { "true_positive": 3293, "false_positive": 4003, "false_negative": 1511, "precision": 0.45134320175438597, "recall": 0.6854704412989175, "f1": 0.544297520661157 }, "regions": { "brussels": { "true_positive": 1264, "false_positive": 1270, "false_negative": 584, "precision": 0.4988161010260458, "recall": 0.683982683982684, "f1": 0.5769055225924236 }, "flanders": { "true_positive": 611, "false_positive": 1144, "false_negative": 399, "precision": 0.34814814814814815, "recall": 0.6049504950495049, "f1": 0.4419529837251356 }, "wallonia": { "true_positive": 1418, "false_positive": 1589, "false_negative": 528, "precision": 0.47156634519454604, "recall": 0.7286742034943474, "f1": 0.5725822733696749 } }, "samples": { "anderlecht-industry-train": { "true_positive": 362, "false_positive": 442, "false_negative": 120, "precision": 0.4502487562189055, "recall": 0.7510373443983402, "f1": 0.5629860031104199 }, "ath-rural-train": { "true_positive": 684, "false_positive": 706, "false_negative": 252, "precision": 0.4920863309352518, "recall": 0.7307692307692307, "f1": 0.588134135855546 }, "charleroi-core-train": { "true_positive": 369, "false_positive": 380, "false_negative": 157, "precision": 0.49265687583444595, "recall": 0.7015209125475285, "f1": 0.5788235294117646 }, "eupen-train": { "true_positive": 365, "false_positive": 503, "false_negative": 119, "precision": 0.4205069124423963, "recall": 0.7541322314049587, "f1": 0.5399408284023669 }, "genk-industry-train": { "true_positive": 190, "false_positive": 329, "false_negative": 148, "precision": 0.36608863198458574, "recall": 0.5621301775147929, "f1": 0.44340723453908987 }, "ixelles-dense-train": { "true_positive": 668, "false_positive": 450, "false_negative": 350, "precision": 0.5974955277280859, "recall": 0.656188605108055, "f1": 0.6254681647940075 }, "lokeren-ribbon-train": { "true_positive": 392, "false_positive": 589, "false_negative": 234, "precision": 0.399592252803262, "recall": 0.6261980830670927, "f1": 0.48786558805227137 }, "ostend-coastal-train": { "true_positive": 29, "false_positive": 226, "false_negative": 17, "precision": 0.11372549019607843, "recall": 0.6304347826086957, "f1": 0.1926910299003322 }, "uccle-residential-train": { "true_positive": 234, "false_positive": 378, "false_negative": 114, "precision": 0.38235294117647056, "recall": 0.6724137931034483, "f1": 0.4874999999999999 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.02, "aggregate": { "true_positive": 3220, "false_positive": 3322, "false_negative": 1584, "precision": 0.4922042188933048, "recall": 0.6702747710241466, "f1": 0.5676009166225984 }, "regions": { "brussels": { "true_positive": 1236, "false_positive": 1011, "false_negative": 612, "precision": 0.5500667556742324, "recall": 0.6688311688311688, "f1": 0.6036630036630036 }, "flanders": { "true_positive": 586, "false_positive": 907, "false_negative": 424, "precision": 0.3924983255190891, "recall": 0.5801980198019802, "f1": 0.4682381142628845 }, "wallonia": { "true_positive": 1398, "false_positive": 1404, "false_negative": 548, "precision": 0.4989293361884368, "recall": 0.7183967112024666, "f1": 0.5888795282224094 } }, "samples": { "anderlecht-industry-train": { "true_positive": 350, "false_positive": 340, "false_negative": 132, "precision": 0.5072463768115942, "recall": 0.7261410788381742, "f1": 0.5972696245733788 }, "ath-rural-train": { "true_positive": 678, "false_positive": 636, "false_negative": 258, "precision": 0.5159817351598174, "recall": 0.7243589743589743, "f1": 0.6026666666666667 }, "charleroi-core-train": { "true_positive": 363, "false_positive": 321, "false_negative": 163, "precision": 0.5307017543859649, "recall": 0.6901140684410646, "f1": 0.5999999999999999 }, "eupen-train": { "true_positive": 357, "false_positive": 447, "false_negative": 127, "precision": 0.44402985074626866, "recall": 0.737603305785124, "f1": 0.5543478260869565 }, "genk-industry-train": { "true_positive": 186, "false_positive": 274, "false_negative": 152, "precision": 0.4043478260869565, "recall": 0.5502958579881657, "f1": 0.4661654135338346 }, "ixelles-dense-train": { "true_positive": 655, "false_positive": 381, "false_negative": 363, "precision": 0.6322393822393823, "recall": 0.6434184675834971, "f1": 0.6377799415774099 }, "lokeren-ribbon-train": { "true_positive": 372, "false_positive": 458, "false_negative": 254, "precision": 0.44819277108433736, "recall": 0.5942492012779552, "f1": 0.510989010989011 }, "ostend-coastal-train": { "true_positive": 28, "false_positive": 175, "false_negative": 18, "precision": 0.13793103448275862, "recall": 0.6086956521739131, "f1": 0.22489959839357426 }, "uccle-residential-train": { "true_positive": 231, "false_positive": 290, "false_negative": 117, "precision": 0.44337811900191937, "recall": 0.6637931034482759, "f1": 0.5316455696202531 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.025, "aggregate": { "true_positive": 3139, "false_positive": 2851, "false_negative": 1665, "precision": 0.5240400667779632, "recall": 0.6534138218151541, "f1": 0.5816194181952937 }, "regions": { "brussels": { "true_positive": 1212, "false_positive": 817, "false_negative": 636, "precision": 0.5973385904386397, "recall": 0.6558441558441559, "f1": 0.6252256899664689 }, "flanders": { "true_positive": 549, "false_positive": 764, "false_negative": 461, "precision": 0.4181264280274181, "recall": 0.5435643564356436, "f1": 0.47266465777012484 }, "wallonia": { "true_positive": 1378, "false_positive": 1270, "false_negative": 568, "precision": 0.520392749244713, "recall": 0.7081192189105858, "f1": 0.5999129299085765 } }, "samples": { "anderlecht-industry-train": { "true_positive": 346, "false_positive": 284, "false_negative": 136, "precision": 0.5492063492063493, "recall": 0.7178423236514523, "f1": 0.6223021582733814 }, "ath-rural-train": { "true_positive": 665, "false_positive": 577, "false_negative": 271, "precision": 0.535426731078905, "recall": 0.7104700854700855, "f1": 0.610651974288338 }, "charleroi-core-train": { "true_positive": 358, "false_positive": 279, "false_negative": 168, "precision": 0.5620094191522763, "recall": 0.6806083650190115, "f1": 0.6156491831470335 }, "eupen-train": { "true_positive": 355, "false_positive": 414, "false_negative": 129, "precision": 0.4616384915474642, "recall": 0.7334710743801653, "f1": 0.5666400638467677 }, "genk-industry-train": { "true_positive": 174, "false_positive": 236, "false_negative": 164, "precision": 0.424390243902439, "recall": 0.514792899408284, "f1": 0.4652406417112299 }, "ixelles-dense-train": { "true_positive": 641, "false_positive": 316, "false_negative": 377, "precision": 0.6698014629049112, "recall": 0.6296660117878192, "f1": 0.6491139240506328 }, "lokeren-ribbon-train": { "true_positive": 348, "false_positive": 381, "false_negative": 278, "precision": 0.4773662551440329, "recall": 0.5559105431309904, "f1": 0.5136531365313654 }, "ostend-coastal-train": { "true_positive": 27, "false_positive": 147, "false_negative": 19, "precision": 0.15517241379310345, "recall": 0.5869565217391305, "f1": 0.24545454545454545 }, "uccle-residential-train": { "true_positive": 225, "false_positive": 217, "false_negative": 123, "precision": 0.5090497737556561, "recall": 0.646551724137931, "f1": 0.5696202531645569 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.03, "aggregate": { "true_positive": 3056, "false_positive": 2474, "false_negative": 1748, "precision": 0.552622061482821, "recall": 0.6361365528726062, "f1": 0.5914457131797949 }, "regions": { "brussels": { "true_positive": 1195, "false_positive": 683, "false_negative": 653, "precision": 0.6363152289669861, "recall": 0.6466450216450217, "f1": 0.6414385399892647 }, "flanders": { "true_positive": 507, "false_positive": 640, "false_negative": 503, "precision": 0.4420226678291194, "recall": 0.501980198019802, "f1": 0.47009735744089004 }, "wallonia": { "true_positive": 1354, "false_positive": 1151, "false_negative": 592, "precision": 0.5405189620758483, "recall": 0.6957862281603289, "f1": 0.6084026061559199 } }, "samples": { "anderlecht-industry-train": { "true_positive": 339, "false_positive": 245, "false_negative": 143, "precision": 0.5804794520547946, "recall": 0.7033195020746889, "f1": 0.6360225140712946 }, "ath-rural-train": { "true_positive": 653, "false_positive": 526, "false_negative": 283, "precision": 0.5538592027141646, "recall": 0.6976495726495726, "f1": 0.6174940898345154 }, "charleroi-core-train": { "true_positive": 350, "false_positive": 253, "false_negative": 176, "precision": 0.5804311774461028, "recall": 0.6653992395437263, "f1": 0.6200177147918512 }, "eupen-train": { "true_positive": 351, "false_positive": 372, "false_negative": 133, "precision": 0.4854771784232365, "recall": 0.7252066115702479, "f1": 0.5816072908036455 }, "genk-industry-train": { "true_positive": 159, "false_positive": 192, "false_negative": 179, "precision": 0.452991452991453, "recall": 0.47041420118343197, "f1": 0.46153846153846156 }, "ixelles-dense-train": { "true_positive": 634, "false_positive": 256, "false_negative": 384, "precision": 0.7123595505617978, "recall": 0.6227897838899804, "f1": 0.6645702306079665 }, "lokeren-ribbon-train": { "true_positive": 326, "false_positive": 332, "false_negative": 300, "precision": 0.49544072948328266, "recall": 0.5207667731629393, "f1": 0.5077881619937693 }, "ostend-coastal-train": { "true_positive": 22, "false_positive": 116, "false_negative": 24, "precision": 0.15942028985507245, "recall": 0.4782608695652174, "f1": 0.2391304347826087 }, "uccle-residential-train": { "true_positive": 222, "false_positive": 182, "false_negative": 126, "precision": 0.5495049504950495, "recall": 0.6379310344827587, "f1": 0.5904255319148937 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.035, "aggregate": { "true_positive": 2988, "false_positive": 2191, "false_negative": 1816, "precision": 0.5769453562463797, "recall": 0.6219816819317235, "f1": 0.5986176500050084 }, "regions": { "brussels": { "true_positive": 1183, "false_positive": 596, "false_negative": 665, "precision": 0.6649803260258572, "recall": 0.6401515151515151, "f1": 0.6523297491039426 }, "flanders": { "true_positive": 473, "false_positive": 540, "false_negative": 537, "precision": 0.46692991115498517, "recall": 0.46831683168316834, "f1": 0.467622343054869 }, "wallonia": { "true_positive": 1332, "false_positive": 1055, "false_negative": 614, "precision": 0.5580226225387516, "recall": 0.68448098663926, "f1": 0.6148165243480268 } }, "samples": { "anderlecht-industry-train": { "true_positive": 334, "false_positive": 212, "false_negative": 148, "precision": 0.6117216117216118, "recall": 0.6929460580912863, "f1": 0.6498054474708171 }, "ath-rural-train": { "true_positive": 643, "false_positive": 482, "false_negative": 293, "precision": 0.5715555555555556, "recall": 0.686965811965812, "f1": 0.623968947113052 }, "charleroi-core-train": { "true_positive": 339, "false_positive": 227, "false_negative": 187, "precision": 0.598939929328622, "recall": 0.6444866920152091, "f1": 0.6208791208791209 }, "eupen-train": { "true_positive": 350, "false_positive": 346, "false_negative": 134, "precision": 0.5028735632183908, "recall": 0.7231404958677686, "f1": 0.5932203389830508 }, "genk-industry-train": { "true_positive": 148, "false_positive": 166, "false_negative": 190, "precision": 0.4713375796178344, "recall": 0.4378698224852071, "f1": 0.4539877300613497 }, "ixelles-dense-train": { "true_positive": 630, "false_positive": 226, "false_negative": 388, "precision": 0.735981308411215, "recall": 0.618860510805501, "f1": 0.672358591248666 }, "lokeren-ribbon-train": { "true_positive": 307, "false_positive": 274, "false_negative": 319, "precision": 0.5283993115318416, "recall": 0.4904153354632588, "f1": 0.5086992543496272 }, "ostend-coastal-train": { "true_positive": 18, "false_positive": 100, "false_negative": 28, "precision": 0.15254237288135594, "recall": 0.391304347826087, "f1": 0.21951219512195125 }, "uccle-residential-train": { "true_positive": 219, "false_positive": 158, "false_negative": 129, "precision": 0.5809018567639257, "recall": 0.6293103448275862, "f1": 0.6041379310344829 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.04, "aggregate": { "true_positive": 2912, "false_positive": 1962, "false_negative": 1892, "precision": 0.5974558883873615, "recall": 0.6061615320566195, "f1": 0.6017772266997314 }, "regions": { "brussels": { "true_positive": 1164, "false_positive": 525, "false_negative": 684, "precision": 0.6891651865008881, "recall": 0.6298701298701299, "f1": 0.6581849024597116 }, "flanders": { "true_positive": 438, "false_positive": 458, "false_negative": 572, "precision": 0.4888392857142857, "recall": 0.43366336633663366, "f1": 0.459601259181532 }, "wallonia": { "true_positive": 1310, "false_positive": 979, "false_negative": 636, "precision": 0.5723023154215815, "recall": 0.6731757451181911, "f1": 0.6186540731995278 } }, "samples": { "anderlecht-industry-train": { "true_positive": 330, "false_positive": 193, "false_negative": 152, "precision": 0.6309751434034416, "recall": 0.6846473029045643, "f1": 0.6567164179104478 }, "ath-rural-train": { "true_positive": 628, "false_positive": 451, "false_negative": 308, "precision": 0.5820203892493049, "recall": 0.6709401709401709, "f1": 0.6233250620347394 }, "charleroi-core-train": { "true_positive": 335, "false_positive": 207, "false_negative": 191, "precision": 0.6180811808118081, "recall": 0.6368821292775665, "f1": 0.6273408239700373 }, "eupen-train": { "true_positive": 347, "false_positive": 321, "false_negative": 137, "precision": 0.5194610778443114, "recall": 0.7169421487603306, "f1": 0.6024305555555556 }, "genk-industry-train": { "true_positive": 140, "false_positive": 140, "false_negative": 198, "precision": 0.5, "recall": 0.41420118343195267, "f1": 0.45307443365695793 }, "ixelles-dense-train": { "true_positive": 615, "false_positive": 192, "false_negative": 403, "precision": 0.7620817843866171, "recall": 0.6041257367387033, "f1": 0.6739726027397259 }, "lokeren-ribbon-train": { "true_positive": 280, "false_positive": 237, "false_negative": 346, "precision": 0.5415860735009671, "recall": 0.4472843450479233, "f1": 0.4899387576552931 }, "ostend-coastal-train": { "true_positive": 18, "false_positive": 81, "false_negative": 28, "precision": 0.18181818181818182, "recall": 0.391304347826087, "f1": 0.2482758620689655 }, "uccle-residential-train": { "true_positive": 219, "false_positive": 140, "false_negative": 129, "precision": 0.6100278551532033, "recall": 0.6293103448275862, "f1": 0.6195190947666195 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.045, "aggregate": { "true_positive": 2833, "false_positive": 1765, "false_negative": 1971, "precision": 0.6161374510656807, "recall": 0.5897169025811824, "f1": 0.6026377366517762 }, "regions": { "brussels": { "true_positive": 1149, "false_positive": 467, "false_negative": 699, "precision": 0.7110148514851485, "recall": 0.6217532467532467, "f1": 0.6633949191685912 }, "flanders": { "true_positive": 397, "false_positive": 397, "false_negative": 613, "precision": 0.5, "recall": 0.3930693069306931, "f1": 0.4401330376940133 }, "wallonia": { "true_positive": 1287, "false_positive": 901, "false_negative": 659, "precision": 0.5882084095063985, "recall": 0.6613566289825282, "f1": 0.6226415094339622 } }, "samples": { "anderlecht-industry-train": { "true_positive": 328, "false_positive": 168, "false_negative": 154, "precision": 0.6612903225806451, "recall": 0.6804979253112033, "f1": 0.6707566462167689 }, "ath-rural-train": { "true_positive": 614, "false_positive": 422, "false_negative": 322, "precision": 0.5926640926640927, "recall": 0.655982905982906, "f1": 0.6227180527383367 }, "charleroi-core-train": { "true_positive": 327, "false_positive": 180, "false_negative": 199, "precision": 0.6449704142011834, "recall": 0.6216730038022814, "f1": 0.633107454017425 }, "eupen-train": { "true_positive": 346, "false_positive": 299, "false_negative": 138, "precision": 0.5364341085271318, "recall": 0.7148760330578512, "f1": 0.6129317980513729 }, "genk-industry-train": { "true_positive": 125, "false_positive": 118, "false_negative": 213, "precision": 0.51440329218107, "recall": 0.3698224852071006, "f1": 0.43029259896729777 }, "ixelles-dense-train": { "true_positive": 604, "false_positive": 175, "false_negative": 414, "precision": 0.7753530166880617, "recall": 0.593320235756385, "f1": 0.6722314969393434 }, "lokeren-ribbon-train": { "true_positive": 258, "false_positive": 205, "false_negative": 368, "precision": 0.5572354211663066, "recall": 0.41214057507987223, "f1": 0.4738292011019284 }, "ostend-coastal-train": { "true_positive": 14, "false_positive": 74, "false_negative": 32, "precision": 0.1590909090909091, "recall": 0.30434782608695654, "f1": 0.20895522388059704 }, "uccle-residential-train": { "true_positive": 217, "false_positive": 124, "false_negative": 131, "precision": 0.6363636363636364, "recall": 0.6235632183908046, "f1": 0.629898403483309 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.05, "aggregate": { "true_positive": 2771, "false_positive": 1595, "false_negative": 2033, "precision": 0.6346770499312873, "recall": 0.5768109908409659, "f1": 0.6043620501635768 }, "regions": { "brussels": { "true_positive": 1141, "false_positive": 425, "false_negative": 707, "precision": 0.7286079182630907, "recall": 0.6174242424242424, "f1": 0.668424135910955 }, "flanders": { "true_positive": 356, "false_positive": 326, "false_negative": 654, "precision": 0.5219941348973607, "recall": 0.35247524752475246, "f1": 0.4208037825059101 }, "wallonia": { "true_positive": 1274, "false_positive": 844, "false_negative": 672, "precision": 0.6015108593012276, "recall": 0.6546762589928058, "f1": 0.6269685039370079 } }, "samples": { "anderlecht-industry-train": { "true_positive": 326, "false_positive": 154, "false_negative": 156, "precision": 0.6791666666666667, "recall": 0.6763485477178424, "f1": 0.6777546777546778 }, "ath-rural-train": { "true_positive": 606, "false_positive": 396, "false_negative": 330, "precision": 0.6047904191616766, "recall": 0.6474358974358975, "f1": 0.6253869969040248 }, "charleroi-core-train": { "true_positive": 325, "false_positive": 163, "false_negative": 201, "precision": 0.6659836065573771, "recall": 0.6178707224334601, "f1": 0.6410256410256411 }, "eupen-train": { "true_positive": 343, "false_positive": 285, "false_negative": 141, "precision": 0.5461783439490446, "recall": 0.7086776859504132, "f1": 0.6169064748201439 }, "genk-industry-train": { "true_positive": 111, "false_positive": 101, "false_negative": 227, "precision": 0.5235849056603774, "recall": 0.32840236686390534, "f1": 0.4036363636363636 }, "ixelles-dense-train": { "true_positive": 598, "false_positive": 165, "false_negative": 420, "precision": 0.783748361730013, "recall": 0.587426326129666, "f1": 0.6715328467153284 }, "lokeren-ribbon-train": { "true_positive": 233, "false_positive": 163, "false_negative": 393, "precision": 0.5883838383838383, "recall": 0.3722044728434505, "f1": 0.45596868884540115 }, "ostend-coastal-train": { "true_positive": 12, "false_positive": 62, "false_negative": 34, "precision": 0.16216216216216217, "recall": 0.2608695652173913, "f1": 0.2 }, "uccle-residential-train": { "true_positive": 217, "false_positive": 106, "false_negative": 131, "precision": 0.6718266253869969, "recall": 0.6235632183908046, "f1": 0.646795827123696 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.06, "aggregate": { "true_positive": 2634, "false_positive": 1316, "false_negative": 2170, "precision": 0.6668354430379747, "recall": 0.548293089092423, "f1": 0.6017820424948594 }, "regions": { "brussels": { "true_positive": 1119, "false_positive": 354, "false_negative": 729, "precision": 0.7596741344195519, "recall": 0.6055194805194806, "f1": 0.6738934056007228 }, "flanders": { "true_positive": 275, "false_positive": 231, "false_negative": 735, "precision": 0.5434782608695652, "recall": 0.2722772277227723, "f1": 0.36279683377308714 }, "wallonia": { "true_positive": 1240, "false_positive": 731, "false_negative": 706, "precision": 0.6291222729578894, "recall": 0.6372045220966084, "f1": 0.6331376053101864 } }, "samples": { "anderlecht-industry-train": { "true_positive": 319, "false_positive": 125, "false_negative": 163, "precision": 0.7184684684684685, "recall": 0.6618257261410788, "f1": 0.6889848812095032 }, "ath-rural-train": { "true_positive": 593, "false_positive": 347, "false_negative": 343, "precision": 0.6308510638297873, "recall": 0.6335470085470085, "f1": 0.6321961620469083 }, "charleroi-core-train": { "true_positive": 309, "false_positive": 138, "false_negative": 217, "precision": 0.6912751677852349, "recall": 0.5874524714828897, "f1": 0.6351490236382322 }, "eupen-train": { "true_positive": 338, "false_positive": 246, "false_negative": 146, "precision": 0.5787671232876712, "recall": 0.6983471074380165, "f1": 0.6329588014981273 }, "genk-industry-train": { "true_positive": 85, "false_positive": 73, "false_negative": 253, "precision": 0.5379746835443038, "recall": 0.2514792899408284, "f1": 0.34274193548387094 }, "ixelles-dense-train": { "true_positive": 585, "false_positive": 138, "false_negative": 433, "precision": 0.8091286307053942, "recall": 0.574656188605108, "f1": 0.672027570361861 }, "lokeren-ribbon-train": { "true_positive": 180, "false_positive": 110, "false_negative": 446, "precision": 0.6206896551724138, "recall": 0.28753993610223644, "f1": 0.3930131004366812 }, "ostend-coastal-train": { "true_positive": 10, "false_positive": 48, "false_negative": 36, "precision": 0.1724137931034483, "recall": 0.21739130434782608, "f1": 0.19230769230769232 }, "uccle-residential-train": { "true_positive": 215, "false_positive": 91, "false_negative": 133, "precision": 0.7026143790849673, "recall": 0.617816091954023, "f1": 0.6574923547400612 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.075, "aggregate": { "true_positive": 2463, "false_positive": 1025, "false_negative": 2341, "precision": 0.7061353211009175, "recall": 0.5126977518734388, "f1": 0.5940665701881331 }, "regions": { "brussels": { "true_positive": 1082, "false_positive": 258, "false_negative": 766, "precision": 0.8074626865671641, "recall": 0.5854978354978355, "f1": 0.6787954830614806 }, "flanders": { "true_positive": 176, "false_positive": 147, "false_negative": 834, "precision": 0.544891640866873, "recall": 0.17425742574257425, "f1": 0.26406601650412603 }, "wallonia": { "true_positive": 1205, "false_positive": 620, "false_negative": 741, "precision": 0.6602739726027397, "recall": 0.619218910585817, "f1": 0.6390877751259612 } }, "samples": { "anderlecht-industry-train": { "true_positive": 310, "false_positive": 88, "false_negative": 172, "precision": 0.7788944723618091, "recall": 0.6431535269709544, "f1": 0.7045454545454547 }, "ath-rural-train": { "true_positive": 578, "false_positive": 287, "false_negative": 358, "precision": 0.6682080924855491, "recall": 0.6175213675213675, "f1": 0.6418656302054415 }, "charleroi-core-train": { "true_positive": 297, "false_positive": 119, "false_negative": 229, "precision": 0.7139423076923077, "recall": 0.564638783269962, "f1": 0.6305732484076434 }, "eupen-train": { "true_positive": 330, "false_positive": 214, "false_negative": 154, "precision": 0.6066176470588235, "recall": 0.6818181818181818, "f1": 0.6420233463035019 }, "genk-industry-train": { "true_positive": 67, "false_positive": 51, "false_negative": 271, "precision": 0.5677966101694916, "recall": 0.19822485207100593, "f1": 0.29385964912280704 }, "ixelles-dense-train": { "true_positive": 563, "false_positive": 105, "false_negative": 455, "precision": 0.842814371257485, "recall": 0.5530451866404715, "f1": 0.6678529062870701 }, "lokeren-ribbon-train": { "true_positive": 103, "false_positive": 64, "false_negative": 523, "precision": 0.6167664670658682, "recall": 0.1645367412140575, "f1": 0.2597730138713745 }, "ostend-coastal-train": { "true_positive": 6, "false_positive": 32, "false_negative": 40, "precision": 0.15789473684210525, "recall": 0.13043478260869565, "f1": 0.14285714285714288 }, "uccle-residential-train": { "true_positive": 209, "false_positive": 65, "false_negative": 139, "precision": 0.7627737226277372, "recall": 0.6005747126436781, "f1": 0.6720257234726688 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.1, "aggregate": { "true_positive": 2250, "false_positive": 731, "false_negative": 2554, "precision": 0.7547802750754781, "recall": 0.46835970024979184, "f1": 0.5780346820809249 }, "regions": { "brussels": { "true_positive": 1039, "false_positive": 191, "false_negative": 809, "precision": 0.8447154471544716, "recall": 0.5622294372294372, "f1": 0.6751137102014294 }, "flanders": { "true_positive": 79, "false_positive": 80, "false_negative": 931, "precision": 0.4968553459119497, "recall": 0.07821782178217822, "f1": 0.13515825491873398 }, "wallonia": { "true_positive": 1132, "false_positive": 460, "false_negative": 814, "precision": 0.7110552763819096, "recall": 0.5817060637204522, "f1": 0.6399095534200112 } }, "samples": { "anderlecht-industry-train": { "true_positive": 296, "false_positive": 64, "false_negative": 186, "precision": 0.8222222222222222, "recall": 0.6141078838174274, "f1": 0.7030878859857482 }, "ath-rural-train": { "true_positive": 538, "false_positive": 193, "false_negative": 398, "precision": 0.7359781121751026, "recall": 0.5747863247863247, "f1": 0.6454709058188363 }, "charleroi-core-train": { "true_positive": 274, "false_positive": 92, "false_negative": 252, "precision": 0.7486338797814208, "recall": 0.5209125475285171, "f1": 0.6143497757847534 }, "eupen-train": { "true_positive": 320, "false_positive": 175, "false_negative": 164, "precision": 0.6464646464646465, "recall": 0.6611570247933884, "f1": 0.6537282941777324 }, "genk-industry-train": { "true_positive": 39, "false_positive": 28, "false_negative": 299, "precision": 0.582089552238806, "recall": 0.11538461538461539, "f1": 0.19259259259259257 }, "ixelles-dense-train": { "true_positive": 538, "false_positive": 79, "false_negative": 480, "precision": 0.8719611021069692, "recall": 0.5284872298624754, "f1": 0.6581039755351681 }, "lokeren-ribbon-train": { "true_positive": 36, "false_positive": 32, "false_negative": 590, "precision": 0.5294117647058824, "recall": 0.05750798722044728, "f1": 0.1037463976945245 }, "ostend-coastal-train": { "true_positive": 4, "false_positive": 20, "false_negative": 42, "precision": 0.16666666666666666, "recall": 0.08695652173913043, "f1": 0.11428571428571427 }, "uccle-residential-train": { "true_positive": 205, "false_positive": 48, "false_negative": 143, "precision": 0.8102766798418972, "recall": 0.5890804597701149, "f1": 0.6821963394342762 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.125, "aggregate": { "true_positive": 2104, "false_positive": 562, "false_negative": 2700, "precision": 0.7891972993248312, "recall": 0.4379683597002498, "f1": 0.5633199464524765 }, "regions": { "brussels": { "true_positive": 1007, "false_positive": 135, "false_negative": 841, "precision": 0.8817863397548161, "recall": 0.5449134199134199, "f1": 0.6735785953177258 }, "flanders": { "true_positive": 39, "false_positive": 43, "false_negative": 971, "precision": 0.47560975609756095, "recall": 0.03861386138613861, "f1": 0.07142857142857142 }, "wallonia": { "true_positive": 1058, "false_positive": 384, "false_negative": 888, "precision": 0.7337031900138696, "recall": 0.5436793422404933, "f1": 0.6245572609208973 } }, "samples": { "anderlecht-industry-train": { "true_positive": 288, "false_positive": 46, "false_negative": 194, "precision": 0.8622754491017964, "recall": 0.5975103734439834, "f1": 0.7058823529411764 }, "ath-rural-train": { "true_positive": 501, "false_positive": 162, "false_negative": 435, "precision": 0.755656108597285, "recall": 0.5352564102564102, "f1": 0.626641651031895 }, "charleroi-core-train": { "true_positive": 252, "false_positive": 75, "false_negative": 274, "precision": 0.7706422018348624, "recall": 0.4790874524714829, "f1": 0.5908558030480656 }, "eupen-train": { "true_positive": 305, "false_positive": 147, "false_negative": 179, "precision": 0.6747787610619469, "recall": 0.6301652892561983, "f1": 0.6517094017094017 }, "genk-industry-train": { "true_positive": 22, "false_positive": 16, "false_negative": 316, "precision": 0.5789473684210527, "recall": 0.0650887573964497, "f1": 0.11702127659574467 }, "ixelles-dense-train": { "true_positive": 516, "false_positive": 53, "false_negative": 502, "precision": 0.9068541300527241, "recall": 0.5068762278978389, "f1": 0.6502835538752363 }, "lokeren-ribbon-train": { "true_positive": 13, "false_positive": 18, "false_negative": 613, "precision": 0.41935483870967744, "recall": 0.020766773162939296, "f1": 0.0395738203957382 }, "ostend-coastal-train": { "true_positive": 4, "false_positive": 9, "false_negative": 42, "precision": 0.3076923076923077, "recall": 0.08695652173913043, "f1": 0.13559322033898305 }, "uccle-residential-train": { "true_positive": 203, "false_positive": 36, "false_negative": 145, "precision": 0.8493723849372385, "recall": 0.5833333333333334, "f1": 0.6916524701873936 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.15, "aggregate": { "true_positive": 2005, "false_positive": 443, "false_negative": 2799, "precision": 0.8190359477124183, "recall": 0.41736053288925895, "f1": 0.5529509100937673 }, "regions": { "brussels": { "true_positive": 977, "false_positive": 97, "false_negative": 871, "precision": 0.909683426443203, "recall": 0.5286796536796536, "f1": 0.6687200547570157 }, "flanders": { "true_positive": 21, "false_positive": 24, "false_negative": 989, "precision": 0.4666666666666667, "recall": 0.020792079207920793, "f1": 0.039810426540284355 }, "wallonia": { "true_positive": 1007, "false_positive": 322, "false_negative": 939, "precision": 0.7577125658389767, "recall": 0.5174717368961973, "f1": 0.6149618320610686 } }, "samples": { "anderlecht-industry-train": { "true_positive": 281, "false_positive": 32, "false_negative": 201, "precision": 0.8977635782747604, "recall": 0.58298755186722, "f1": 0.7069182389937106 }, "ath-rural-train": { "true_positive": 482, "false_positive": 137, "false_negative": 454, "precision": 0.778675282714055, "recall": 0.5149572649572649, "f1": 0.6199356913183278 }, "charleroi-core-train": { "true_positive": 238, "false_positive": 60, "false_negative": 288, "precision": 0.7986577181208053, "recall": 0.4524714828897338, "f1": 0.5776699029126214 }, "eupen-train": { "true_positive": 287, "false_positive": 125, "false_negative": 197, "precision": 0.6966019417475728, "recall": 0.5929752066115702, "f1": 0.6406249999999999 }, "genk-industry-train": { "true_positive": 13, "false_positive": 10, "false_negative": 325, "precision": 0.5652173913043478, "recall": 0.038461538461538464, "f1": 0.07202216066481995 }, "ixelles-dense-train": { "true_positive": 497, "false_positive": 41, "false_negative": 521, "precision": 0.9237918215613383, "recall": 0.48821218074656186, "f1": 0.6388174807197943 }, "lokeren-ribbon-train": { "true_positive": 6, "false_positive": 9, "false_negative": 620, "precision": 0.4, "recall": 0.009584664536741214, "f1": 0.018720748829953195 }, "ostend-coastal-train": { "true_positive": 2, "false_positive": 5, "false_negative": 44, "precision": 0.2857142857142857, "recall": 0.043478260869565216, "f1": 0.07547169811320756 }, "uccle-residential-train": { "true_positive": 199, "false_positive": 24, "false_negative": 149, "precision": 0.8923766816143498, "recall": 0.5718390804597702, "f1": 0.6970227670753065 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.2, "aggregate": { "true_positive": 1828, "false_positive": 290, "false_negative": 2976, "precision": 0.8630783758262511, "recall": 0.38051623646960864, "f1": 0.5281710488298179 }, "regions": { "brussels": { "true_positive": 932, "false_positive": 47, "false_negative": 916, "precision": 0.9519918283963228, "recall": 0.5043290043290043, "f1": 0.6593562079943402 }, "flanders": { "true_positive": 9, "false_positive": 10, "false_negative": 1001, "precision": 0.47368421052631576, "recall": 0.00891089108910891, "f1": 0.017492711370262388 }, "wallonia": { "true_positive": 887, "false_positive": 233, "false_negative": 1059, "precision": 0.7919642857142857, "recall": 0.45580678314491263, "f1": 0.578604044357469 } }, "samples": { "anderlecht-industry-train": { "true_positive": 269, "false_positive": 19, "false_negative": 213, "precision": 0.9340277777777778, "recall": 0.558091286307054, "f1": 0.6987012987012986 }, "ath-rural-train": { "true_positive": 425, "false_positive": 103, "false_negative": 511, "precision": 0.8049242424242424, "recall": 0.45405982905982906, "f1": 0.5806010928961749 }, "charleroi-core-train": { "true_positive": 203, "false_positive": 37, "false_negative": 323, "precision": 0.8458333333333333, "recall": 0.38593155893536124, "f1": 0.5300261096605744 }, "eupen-train": { "true_positive": 259, "false_positive": 93, "false_negative": 225, "precision": 0.7357954545454546, "recall": 0.5351239669421488, "f1": 0.6196172248803828 }, "genk-industry-train": { "true_positive": 5, "false_positive": 5, "false_negative": 333, "precision": 0.5, "recall": 0.014792899408284023, "f1": 0.028735632183908046 }, "ixelles-dense-train": { "true_positive": 468, "false_positive": 16, "false_negative": 550, "precision": 0.9669421487603306, "recall": 0.45972495088408644, "f1": 0.6231691078561917 }, "lokeren-ribbon-train": { "true_positive": 2, "false_positive": 2, "false_negative": 624, "precision": 0.5, "recall": 0.003194888178913738, "f1": 0.006349206349206348 }, "ostend-coastal-train": { "true_positive": 2, "false_positive": 3, "false_negative": 44, "precision": 0.4, "recall": 0.043478260869565216, "f1": 0.0784313725490196 }, "uccle-residential-train": { "true_positive": 195, "false_positive": 12, "false_negative": 153, "precision": 0.9420289855072463, "recall": 0.5603448275862069, "f1": 0.7027027027027027 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.25, "aggregate": { "true_positive": 1634, "false_positive": 182, "false_negative": 3170, "precision": 0.8997797356828194, "recall": 0.3401332223147377, "f1": 0.49365558912386703 }, "regions": { "brussels": { "true_positive": 869, "false_positive": 29, "false_negative": 979, "precision": 0.967706013363029, "recall": 0.47023809523809523, "f1": 0.6329206117989803 }, "flanders": { "true_positive": 3, "false_positive": 4, "false_negative": 1007, "precision": 0.42857142857142855, "recall": 0.0029702970297029703, "f1": 0.0058997050147492625 }, "wallonia": { "true_positive": 762, "false_positive": 149, "false_negative": 1184, "precision": 0.8364434687156971, "recall": 0.39157245632065774, "f1": 0.5334266713335667 } }, "samples": { "anderlecht-industry-train": { "true_positive": 246, "false_positive": 11, "false_negative": 236, "precision": 0.9571984435797666, "recall": 0.5103734439834025, "f1": 0.665764546684709 }, "ath-rural-train": { "true_positive": 367, "false_positive": 67, "false_negative": 569, "precision": 0.8456221198156681, "recall": 0.3920940170940171, "f1": 0.5357664233576642 }, "charleroi-core-train": { "true_positive": 161, "false_positive": 18, "false_negative": 365, "precision": 0.8994413407821229, "recall": 0.3060836501901141, "f1": 0.4567375886524823 }, "eupen-train": { "true_positive": 234, "false_positive": 64, "false_negative": 250, "precision": 0.785234899328859, "recall": 0.4834710743801653, "f1": 0.59846547314578 }, "genk-industry-train": { "true_positive": 3, "false_positive": 3, "false_negative": 335, "precision": 0.5, "recall": 0.008875739644970414, "f1": 0.01744186046511628 }, "ixelles-dense-train": { "true_positive": 442, "false_positive": 9, "false_negative": 576, "precision": 0.9800443458980045, "recall": 0.43418467583497056, "f1": 0.6017699115044248 }, "lokeren-ribbon-train": { "true_positive": 0, "false_positive": 0, "false_negative": 626, "precision": 1.0, "recall": 0.0, "f1": 0.0 }, "ostend-coastal-train": { "true_positive": 0, "false_positive": 1, "false_negative": 46, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "uccle-residential-train": { "true_positive": 181, "false_positive": 9, "false_negative": 167, "precision": 0.9526315789473684, "recall": 0.5201149425287356, "f1": 0.6728624535315985 } }, "pure_empty_false_positives": 0 }, { "threshold": 0.3, "aggregate": { "true_positive": 1439, "false_positive": 122, "false_negative": 3365, "precision": 0.9218449711723254, "recall": 0.2995420482930891, "f1": 0.45216025137470545 }, "regions": { "brussels": { "true_positive": 806, "false_positive": 21, "false_negative": 1042, "precision": 0.9746070133010882, "recall": 0.43614718614718617, "f1": 0.6026168224299066 }, "flanders": { "true_positive": 1, "false_positive": 3, "false_negative": 1009, "precision": 0.25, "recall": 0.0009900990099009901, "f1": 0.0019723865877712033 }, "wallonia": { "true_positive": 632, "false_positive": 98, "false_negative": 1314, "precision": 0.8657534246575342, "recall": 0.32476875642343267, "f1": 0.4723467862481315 } }, "samples": { "anderlecht-industry-train": { "true_positive": 220, "false_positive": 7, "false_negative": 262, "precision": 0.9691629955947136, "recall": 0.45643153526970953, "f1": 0.6205923836389281 }, "ath-rural-train": { "true_positive": 301, "false_positive": 39, "false_negative": 635, "precision": 0.8852941176470588, "recall": 0.3215811965811966, "f1": 0.4717868338557994 }, "charleroi-core-train": { "true_positive": 124, "false_positive": 8, "false_negative": 402, "precision": 0.9393939393939394, "recall": 0.23574144486692014, "f1": 0.37689969604863216 }, "eupen-train": { "true_positive": 207, "false_positive": 51, "false_negative": 277, "precision": 0.8023255813953488, "recall": 0.42768595041322316, "f1": 0.5579514824797843 }, "genk-industry-train": { "true_positive": 1, "false_positive": 2, "false_negative": 337, "precision": 0.3333333333333333, "recall": 0.0029585798816568047, "f1": 0.005865102639296187 }, "ixelles-dense-train": { "true_positive": 417, "false_positive": 6, "false_negative": 601, "precision": 0.9858156028368794, "recall": 0.40962671905697445, "f1": 0.578764746703678 }, "lokeren-ribbon-train": { "true_positive": 0, "false_positive": 0, "false_negative": 626, "precision": 1.0, "recall": 0.0, "f1": 0.0 }, "ostend-coastal-train": { "true_positive": 0, "false_positive": 1, "false_negative": 46, "precision": 0.0, "recall": 0.0, "f1": 0.0 }, "uccle-residential-train": { "true_positive": 169, "false_positive": 8, "false_negative": 179, "precision": 0.9548022598870056, "recall": 0.48563218390804597, "f1": 0.6438095238095237 } }, "pure_empty_false_positives": 0 } ] }