Files
geointel/.codex-input/v33-tta.json
T
Jens 52addf2297
GeoIntel release gates / Compile, test, contracts and builds (push) Canceled after 0s
GeoIntel release gates / Python and npm vulnerability policy (push) Canceled after 0s
GeoIntel release gates / GIS image, SBOM and container scan (push) Canceled after 0s
Update
2026-07-27 18:38:52 +02:00

1929 lines
58 KiB
JSON

{
"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
}
]
}