Hugging Face's logo

ldmberman
/
pse-tae-experiments

Joblib
satellite-imagery
time-series-classification
Model card Files
xet
 Community
ldmberman commited on
Commit
b0f8d12
·
verified ·
1 Parent(s): d07fc9a

Add folds 2-5 training checkpoints (2 new versions)

Browse files

SHA-256 verified original checkpoints, provenance and restore aliases; existing archive retained.

Files changed (31) hide show
  1. checkpoint_index.json +54 -0
  2. checkpoints/logistic/run-4dfd0b2c3f/fold-5/embedding_logistic_sqrt_0.01.joblib +3 -0
  3. checkpoints/xgboost/run-4dfd0b2c3f/fold-5/combined_xgb_sqrt_5.joblib +3 -0
  4. ensembles/fold-5.json +81 -0
  5. manifest.json +324 -4
  6. metadata/pipeline/Fold_5/ensemble.json +81 -0
  7. metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.01.json +526 -0
  8. metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.1.json +526 -0
  9. metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_selection.json +526 -0
  10. metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.01.json +526 -0
  11. metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.1.json +526 -0
  12. metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_selection.json +526 -0
  13. metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_3.json +525 -0
  14. metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_5.json +525 -0
  15. metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_selection.json +525 -0
  16. metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_3.json +525 -0
  17. metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.json +525 -0
  18. metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_selection.json +525 -0
  19. metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.01.json +526 -0
  20. metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.1.json +526 -0
  21. metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_selection.json +526 -0
  22. metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.json +526 -0
  23. metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.1.json +526 -0
  24. metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_selection.json +526 -0
  25. metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_3.json +525 -0
  26. metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_5.json +525 -0
  27. metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_selection.json +525 -0
  28. metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_3.json +525 -0
  29. metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_5.json +525 -0
  30. metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_selection.json +525 -0
  31. metadata/results/distillation_teachers/tabular/Fold_5/protocol.json +93 -0
checkpoint_index.json CHANGED
@@ -7165,6 +7165,60 @@
7165
  "resumed_from_published_archive": false
7166
  },
7167
  "epoch": 4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7168
  }
7169
  ],
7170
  "alias_conflicts": [
 
7165
  "resumed_from_published_archive": false
7166
  },
7167
  "epoch": 4
7168
+ },
7169
+ {
7170
+ "path": "checkpoints/xgboost/run-4dfd0b2c3f/fold-5/combined_xgb_sqrt_5.joblib",
7171
+ "bytes": 8538531,
7172
+ "sha256": "92ac73addc112fecdaf82ecfbe7ee2bb7c96a0435b1cfe5605a3d73cf86902f0",
7173
+ "restore_paths": [
7174
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib",
7175
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib"
7176
+ ],
7177
+ "checkpoint": true,
7178
+ "method": "xgboost",
7179
+ "run": "run-4dfd0b2c3f",
7180
+ "fold": 5,
7181
+ "seed": 1,
7182
+ "original_path": "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib",
7183
+ "locations": [
7184
+ {
7185
+ "source": "server",
7186
+ "path": "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib"
7187
+ }
7188
+ ],
7189
+ "provenance": {
7190
+ "repository": "ldmberman/pse-tae",
7191
+ "source_commit": "78fe047b7aa807421e43b3fe1dc4d965814b10a7",
7192
+ "pod_id": "2mhh77m1o5q4sh",
7193
+ "resumed_from_published_archive": false
7194
+ }
7195
+ },
7196
+ {
7197
+ "path": "checkpoints/logistic/run-4dfd0b2c3f/fold-5/embedding_logistic_sqrt_0.01.joblib",
7198
+ "bytes": 14785,
7199
+ "sha256": "d4c40ba251f82a7b068964709c55c2d6f183df86a6d7f3a818e4d3ced5921ec0",
7200
+ "restore_paths": [
7201
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib",
7202
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib"
7203
+ ],
7204
+ "checkpoint": true,
7205
+ "method": "logistic",
7206
+ "run": "run-4dfd0b2c3f",
7207
+ "fold": 5,
7208
+ "seed": 1,
7209
+ "original_path": "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib",
7210
+ "locations": [
7211
+ {
7212
+ "source": "server",
7213
+ "path": "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib"
7214
+ }
7215
+ ],
7216
+ "provenance": {
7217
+ "repository": "ldmberman/pse-tae",
7218
+ "source_commit": "78fe047b7aa807421e43b3fe1dc4d965814b10a7",
7219
+ "pod_id": "2mhh77m1o5q4sh",
7220
+ "resumed_from_published_archive": false
7221
+ }
7222
  }
7223
  ],
7224
  "alias_conflicts": [
checkpoints/logistic/run-4dfd0b2c3f/fold-5/embedding_logistic_sqrt_0.01.joblib ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d4c40ba251f82a7b068964709c55c2d6f183df86a6d7f3a818e4d3ced5921ec0
3
+ size 14785
checkpoints/xgboost/run-4dfd0b2c3f/fold-5/combined_xgb_sqrt_5.joblib ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:92ac73addc112fecdaf82ecfbe7ee2bb7c96a0435b1cfe5605a3d73cf86902f0
3
+ size 8538531
ensembles/fold-5.json ADDED
@@ -0,0 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fold": 5,
3
+ "members": {
4
+ "baseline38": {
5
+ "checkpoint": "results/distillation_teachers/patch/Fold_5/baseline/best.pt",
6
+ "sha256": "e6df8eefff2f3adf4f16bc312bfd311d6a1923eff2206ff7f794662e3a10a319",
7
+ "family": "patch",
8
+ "variant": "baseline",
9
+ "cached": {}
10
+ },
11
+ "capacity67": {
12
+ "checkpoint": "results/distillation_teachers/patch/Fold_5/capacity/best.pt",
13
+ "sha256": "1f054abdd5b23887ecfc5db7e00afcfdf5ec2ede8592973293216b7eff186927",
14
+ "family": "patch",
15
+ "variant": "capacity",
16
+ "cached": {}
17
+ },
18
+ "grouped38": {
19
+ "checkpoint": "results/distillation_teachers/patch/Fold_5/grouped/best.pt",
20
+ "sha256": "d16b49604d49c6b21939322c6abb1cbcef7a1453f44c384ddf819dff68e0199a",
21
+ "family": "patch",
22
+ "variant": "grouped",
23
+ "cached": {}
24
+ },
25
+ "date_dropout11": {
26
+ "checkpoint": "results/distillation_teachers/date_dropout_fold5/Fold_5/date_dropout/best.pt",
27
+ "sha256": "775cff6e6bd8de4f4c6f5213e42c430bfcceafa914e668e3abb2c1071b5c2ee3",
28
+ "family": "dropout",
29
+ "variant": "date_dropout",
30
+ "cached": {}
31
+ },
32
+ "xgb": {
33
+ "checkpoint": "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib",
34
+ "sha256": "92ac73addc112fecdaf82ecfbe7ee2bb7c96a0435b1cfe5605a3d73cf86902f0",
35
+ "family": "tabular",
36
+ "variant": "",
37
+ "cached": {}
38
+ },
39
+ "cnn_temporal4": {
40
+ "checkpoint": "results/distillation_teachers/cnn/Fold_5/cnn_temporal/best.pt",
41
+ "sha256": "515de337f8f5ae59d87dbc06bf9290a60932a1ace4c7f6b0e7d224fccb732859",
42
+ "family": "cnn_correction",
43
+ "variant": "cnn_temporal",
44
+ "cached": {}
45
+ },
46
+ "logistic": {
47
+ "checkpoint": "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib",
48
+ "sha256": "d4c40ba251f82a7b068964709c55c2d6f183df86a6d7f3a818e4d3ced5921ec0",
49
+ "family": "tabular",
50
+ "variant": "",
51
+ "cached": {}
52
+ },
53
+ "ltae": {
54
+ "checkpoint": "results/ltae/Fold_5/model.pth.tar",
55
+ "sha256": "29c2c509f72a865a2885fc13cfb531f820f6907c02feba6daaef7533648e7590",
56
+ "family": "ltae",
57
+ "variant": "",
58
+ "cached": {}
59
+ },
60
+ "rope": {
61
+ "checkpoint": "results/rope/Fold_5/model.pth.tar",
62
+ "sha256": "5b81851c51dcd5a4e2f5560b78903e45629816e42adb89bf395bebfacc66a047",
63
+ "family": "rope",
64
+ "variant": "",
65
+ "cached": {}
66
+ }
67
+ },
68
+ "ensembles": {
69
+ "nine": [
70
+ "baseline38",
71
+ "capacity67",
72
+ "grouped38",
73
+ "date_dropout11",
74
+ "xgb",
75
+ "cnn_temporal4",
76
+ "logistic",
77
+ "ltae",
78
+ "rope"
79
+ ]
80
+ }
81
+ }
manifest.json CHANGED
@@ -14343,16 +14343,336 @@
14343
  ],
14344
  "checkpoint": false
14345
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14346
  {
14347
  "path": "checkpoint_index.json",
14348
- "bytes": 254495,
14349
- "sha256": "20be35f12d522af07d48b076a22e14e1ad2c85ae5311c33e5b8eed637829188f",
14350
  "restore_paths": [],
14351
  "checkpoint": false
14352
  }
14353
  ],
14354
- "checkpoint_count": 288,
14355
- "checkpoint_bytes": 614259678,
14356
  "alias_conflicts": [
14357
  {
14358
  "path": "results/capacity_large/Fold_1/capacity_large/best.pt",
 
14343
  ],
14344
  "checkpoint": false
14345
  },
14346
+ {
14347
+ "path": "checkpoints/xgboost/run-4dfd0b2c3f/fold-5/combined_xgb_sqrt_5.joblib",
14348
+ "bytes": 8538531,
14349
+ "sha256": "92ac73addc112fecdaf82ecfbe7ee2bb7c96a0435b1cfe5605a3d73cf86902f0",
14350
+ "restore_paths": [
14351
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib",
14352
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib"
14353
+ ],
14354
+ "checkpoint": true,
14355
+ "method": "xgboost",
14356
+ "run": "run-4dfd0b2c3f",
14357
+ "fold": 5,
14358
+ "seed": 1,
14359
+ "original_path": "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib",
14360
+ "locations": [
14361
+ {
14362
+ "source": "server",
14363
+ "path": "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib"
14364
+ }
14365
+ ],
14366
+ "provenance": {
14367
+ "repository": "ldmberman/pse-tae",
14368
+ "source_commit": "78fe047b7aa807421e43b3fe1dc4d965814b10a7",
14369
+ "pod_id": "2mhh77m1o5q4sh",
14370
+ "resumed_from_published_archive": false
14371
+ }
14372
+ },
14373
+ {
14374
+ "path": "checkpoints/logistic/run-4dfd0b2c3f/fold-5/embedding_logistic_sqrt_0.01.joblib",
14375
+ "bytes": 14785,
14376
+ "sha256": "d4c40ba251f82a7b068964709c55c2d6f183df86a6d7f3a818e4d3ced5921ec0",
14377
+ "restore_paths": [
14378
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib",
14379
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib"
14380
+ ],
14381
+ "checkpoint": true,
14382
+ "method": "logistic",
14383
+ "run": "run-4dfd0b2c3f",
14384
+ "fold": 5,
14385
+ "seed": 1,
14386
+ "original_path": "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib",
14387
+ "locations": [
14388
+ {
14389
+ "source": "server",
14390
+ "path": "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib"
14391
+ }
14392
+ ],
14393
+ "provenance": {
14394
+ "repository": "ldmberman/pse-tae",
14395
+ "source_commit": "78fe047b7aa807421e43b3fe1dc4d965814b10a7",
14396
+ "pod_id": "2mhh77m1o5q4sh",
14397
+ "resumed_from_published_archive": false
14398
+ }
14399
+ },
14400
+ {
14401
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.01.json",
14402
+ "bytes": 6779,
14403
+ "sha256": "7638050386776e83a4e53afd39e6ddc10e7669a433d361a0531eb1d71a1e3614",
14404
+ "restore_paths": [
14405
+ "results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.01.json",
14406
+ "results_distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.01.json"
14407
+ ],
14408
+ "checkpoint": false
14409
+ },
14410
+ {
14411
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.1.json",
14412
+ "bytes": 6771,
14413
+ "sha256": "a09663d8c9c1b053e0a8ffc72956e8bcace6c79159ce9dc607e648a4f55e3b92",
14414
+ "restore_paths": [
14415
+ "results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.1.json",
14416
+ "results_distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.1.json"
14417
+ ],
14418
+ "checkpoint": false
14419
+ },
14420
+ {
14421
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_selection.json",
14422
+ "bytes": 6779,
14423
+ "sha256": "7638050386776e83a4e53afd39e6ddc10e7669a433d361a0531eb1d71a1e3614",
14424
+ "restore_paths": [
14425
+ "results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_selection.json",
14426
+ "results_distillation_teachers/tabular/Fold_5/combined_logistic_natural_selection.json"
14427
+ ],
14428
+ "checkpoint": false
14429
+ },
14430
+ {
14431
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.01.json",
14432
+ "bytes": 6815,
14433
+ "sha256": "64e42d1c26f48d3c36811f3ba7310d4fa1702de2b54dd210c696f7894bae4a02",
14434
+ "restore_paths": [
14435
+ "results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.01.json",
14436
+ "results_distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.01.json"
14437
+ ],
14438
+ "checkpoint": false
14439
+ },
14440
+ {
14441
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.1.json",
14442
+ "bytes": 6723,
14443
+ "sha256": "9dcc41e63e6e9b86a43099fa01afc0f133deeaa5c704a23e4dd7d071626f756b",
14444
+ "restore_paths": [
14445
+ "results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.1.json",
14446
+ "results_distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.1.json"
14447
+ ],
14448
+ "checkpoint": false
14449
+ },
14450
+ {
14451
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_selection.json",
14452
+ "bytes": 6815,
14453
+ "sha256": "64e42d1c26f48d3c36811f3ba7310d4fa1702de2b54dd210c696f7894bae4a02",
14454
+ "restore_paths": [
14455
+ "results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_selection.json",
14456
+ "results_distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_selection.json"
14457
+ ],
14458
+ "checkpoint": false
14459
+ },
14460
+ {
14461
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_3.json",
14462
+ "bytes": 6774,
14463
+ "sha256": "40fae8567a93150185a4f71213f64962f36bafb6ea77f3dfbaf44dd900fbb7d6",
14464
+ "restore_paths": [
14465
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_3.json",
14466
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_natural_3.json"
14467
+ ],
14468
+ "checkpoint": false
14469
+ },
14470
+ {
14471
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_5.json",
14472
+ "bytes": 6668,
14473
+ "sha256": "82c870e0c8ae7829f0ecf72fab62cf0204c0bbda66b7d01c15881b9845241564",
14474
+ "restore_paths": [
14475
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_5.json",
14476
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_natural_5.json"
14477
+ ],
14478
+ "checkpoint": false
14479
+ },
14480
+ {
14481
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_selection.json",
14482
+ "bytes": 6668,
14483
+ "sha256": "82c870e0c8ae7829f0ecf72fab62cf0204c0bbda66b7d01c15881b9845241564",
14484
+ "restore_paths": [
14485
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_selection.json",
14486
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_natural_selection.json"
14487
+ ],
14488
+ "checkpoint": false
14489
+ },
14490
+ {
14491
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_3.json",
14492
+ "bytes": 6784,
14493
+ "sha256": "f085ec12b1b22a0ab79c762a89375c95197e40b6c575992873bede96d178d0a9",
14494
+ "restore_paths": [
14495
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_3.json",
14496
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_3.json"
14497
+ ],
14498
+ "checkpoint": false
14499
+ },
14500
+ {
14501
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.json",
14502
+ "bytes": 6731,
14503
+ "sha256": "4fb55772b278761ebb1b4e094a8fbfb1266b2de2962baf1a555b0abab330750c",
14504
+ "restore_paths": [
14505
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.json",
14506
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.json"
14507
+ ],
14508
+ "checkpoint": false
14509
+ },
14510
+ {
14511
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_selection.json",
14512
+ "bytes": 6784,
14513
+ "sha256": "f085ec12b1b22a0ab79c762a89375c95197e40b6c575992873bede96d178d0a9",
14514
+ "restore_paths": [
14515
+ "results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_selection.json",
14516
+ "results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_selection.json"
14517
+ ],
14518
+ "checkpoint": false
14519
+ },
14520
+ {
14521
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.01.json",
14522
+ "bytes": 6755,
14523
+ "sha256": "9c8de2f7508e5963da761c55ee7621823f48884e922a99ab2273406948b701e0",
14524
+ "restore_paths": [
14525
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.01.json",
14526
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.01.json"
14527
+ ],
14528
+ "checkpoint": false
14529
+ },
14530
+ {
14531
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.1.json",
14532
+ "bytes": 6797,
14533
+ "sha256": "13657006d4798169a44506fa4f270d948fa2b40e0d775cfef7160c39172a4a09",
14534
+ "restore_paths": [
14535
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.1.json",
14536
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.1.json"
14537
+ ],
14538
+ "checkpoint": false
14539
+ },
14540
+ {
14541
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_selection.json",
14542
+ "bytes": 6797,
14543
+ "sha256": "13657006d4798169a44506fa4f270d948fa2b40e0d775cfef7160c39172a4a09",
14544
+ "restore_paths": [
14545
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_selection.json",
14546
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_natural_selection.json"
14547
+ ],
14548
+ "checkpoint": false
14549
+ },
14550
+ {
14551
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.json",
14552
+ "bytes": 6775,
14553
+ "sha256": "fb416749e42acf3a017dc8761979179265b1723fb691e0f2563f14b3561328e4",
14554
+ "restore_paths": [
14555
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.json",
14556
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.json"
14557
+ ],
14558
+ "checkpoint": false
14559
+ },
14560
+ {
14561
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.1.json",
14562
+ "bytes": 6768,
14563
+ "sha256": "eaabbb87ba1dd5c79efe2adc8ed01ed1542f5f16b99ae8cc81c83fac47dd17a1",
14564
+ "restore_paths": [
14565
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.1.json",
14566
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.1.json"
14567
+ ],
14568
+ "checkpoint": false
14569
+ },
14570
+ {
14571
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_selection.json",
14572
+ "bytes": 6775,
14573
+ "sha256": "fb416749e42acf3a017dc8761979179265b1723fb691e0f2563f14b3561328e4",
14574
+ "restore_paths": [
14575
+ "results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_selection.json",
14576
+ "results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_selection.json"
14577
+ ],
14578
+ "checkpoint": false
14579
+ },
14580
+ {
14581
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_3.json",
14582
+ "bytes": 6739,
14583
+ "sha256": "5d343f32938baa8c4f0b6e7580ede824871e64f0085bc9de76b085a8e695ae5f",
14584
+ "restore_paths": [
14585
+ "results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_3.json",
14586
+ "results_distillation_teachers/tabular/Fold_5/embedding_xgb_natural_3.json"
14587
+ ],
14588
+ "checkpoint": false
14589
+ },
14590
+ {
14591
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_5.json",
14592
+ "bytes": 6728,
14593
+ "sha256": "963d026d31c4fa1f2de44ec51527ed9801c78c905d38594ac3a8903f38859150",
14594
+ "restore_paths": [
14595
+ "results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_5.json",
14596
+ "results_distillation_teachers/tabular/Fold_5/embedding_xgb_natural_5.json"
14597
+ ],
14598
+ "checkpoint": false
14599
+ },
14600
+ {
14601
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_selection.json",
14602
+ "bytes": 6728,
14603
+ "sha256": "963d026d31c4fa1f2de44ec51527ed9801c78c905d38594ac3a8903f38859150",
14604
+ "restore_paths": [
14605
+ "results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_selection.json",
14606
+ "results_distillation_teachers/tabular/Fold_5/embedding_xgb_natural_selection.json"
14607
+ ],
14608
+ "checkpoint": false
14609
+ },
14610
+ {
14611
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_3.json",
14612
+ "bytes": 6760,
14613
+ "sha256": "b554bba1a7b3367f99a7f040feb5eab53e66c18e36fd835f8301b4836f9045e7",
14614
+ "restore_paths": [
14615
+ "results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_3.json",
14616
+ "results_distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_3.json"
14617
+ ],
14618
+ "checkpoint": false
14619
+ },
14620
+ {
14621
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_5.json",
14622
+ "bytes": 6723,
14623
+ "sha256": "7c54ea6b1ffd042e290e8d2265645fdae028e9ddd66291967f19844b81d176a2",
14624
+ "restore_paths": [
14625
+ "results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_5.json",
14626
+ "results_distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_5.json"
14627
+ ],
14628
+ "checkpoint": false
14629
+ },
14630
+ {
14631
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_selection.json",
14632
+ "bytes": 6760,
14633
+ "sha256": "b554bba1a7b3367f99a7f040feb5eab53e66c18e36fd835f8301b4836f9045e7",
14634
+ "restore_paths": [
14635
+ "results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_selection.json",
14636
+ "results_distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_selection.json"
14637
+ ],
14638
+ "checkpoint": false
14639
+ },
14640
+ {
14641
+ "path": "metadata/results/distillation_teachers/tabular/Fold_5/protocol.json",
14642
+ "bytes": 1739,
14643
+ "sha256": "f81293b83f862a0e8705b1ec00ab41f812f61dafff1f8a65032e3973a4e2ed48",
14644
+ "restore_paths": [
14645
+ "results/distillation_teachers/tabular/Fold_5/protocol.json",
14646
+ "results_distillation_teachers/tabular/Fold_5/protocol.json"
14647
+ ],
14648
+ "checkpoint": false
14649
+ },
14650
+ {
14651
+ "path": "metadata/pipeline/Fold_5/ensemble.json",
14652
+ "bytes": 2832,
14653
+ "sha256": "2226b720c32aa160edc83cab450ebd5b73b42ebd250724a228ddd23d01a7c5cf",
14654
+ "restore_paths": [
14655
+ "pipeline/Fold_5/ensemble.json"
14656
+ ],
14657
+ "checkpoint": false
14658
+ },
14659
+ {
14660
+ "path": "ensembles/fold-5.json",
14661
+ "bytes": 2616,
14662
+ "sha256": "62b9bbc038a7a40089e961a3d322a9fd583444941c3400dbcce05893222f9b9a",
14663
+ "restore_paths": [],
14664
+ "checkpoint": false
14665
+ },
14666
  {
14667
  "path": "checkpoint_index.json",
14668
+ "bytes": 256580,
14669
+ "sha256": "1efcf91a7af289a5eac7075993b3f4b97e9b4b258eb00a7f17d148529039e300",
14670
  "restore_paths": [],
14671
  "checkpoint": false
14672
  }
14673
  ],
14674
+ "checkpoint_count": 290,
14675
+ "checkpoint_bytes": 622812994,
14676
  "alias_conflicts": [
14677
  {
14678
  "path": "results/capacity_large/Fold_1/capacity_large/best.pt",
metadata/pipeline/Fold_5/ensemble.json ADDED
@@ -0,0 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fold": 5,
3
+ "members": {
4
+ "baseline38": {
5
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/patch/Fold_5/baseline/best.pt",
6
+ "sha256": "e6df8eefff2f3adf4f16bc312bfd311d6a1923eff2206ff7f794662e3a10a319",
7
+ "family": "patch",
8
+ "variant": "baseline",
9
+ "cached": {}
10
+ },
11
+ "capacity67": {
12
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/patch/Fold_5/capacity/best.pt",
13
+ "sha256": "1f054abdd5b23887ecfc5db7e00afcfdf5ec2ede8592973293216b7eff186927",
14
+ "family": "patch",
15
+ "variant": "capacity",
16
+ "cached": {}
17
+ },
18
+ "grouped38": {
19
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/patch/Fold_5/grouped/best.pt",
20
+ "sha256": "d16b49604d49c6b21939322c6abb1cbcef7a1453f44c384ddf819dff68e0199a",
21
+ "family": "patch",
22
+ "variant": "grouped",
23
+ "cached": {}
24
+ },
25
+ "date_dropout11": {
26
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/date_dropout_fold5/Fold_5/date_dropout/best.pt",
27
+ "sha256": "775cff6e6bd8de4f4c6f5213e42c430bfcceafa914e668e3abb2c1071b5c2ee3",
28
+ "family": "dropout",
29
+ "variant": "date_dropout",
30
+ "cached": {}
31
+ },
32
+ "xgb": {
33
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.joblib",
34
+ "sha256": "92ac73addc112fecdaf82ecfbe7ee2bb7c96a0435b1cfe5605a3d73cf86902f0",
35
+ "family": "tabular",
36
+ "variant": "",
37
+ "cached": {}
38
+ },
39
+ "cnn_temporal4": {
40
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/cnn/Fold_5/cnn_temporal/best.pt",
41
+ "sha256": "515de337f8f5ae59d87dbc06bf9290a60932a1ace4c7f6b0e7d224fccb732859",
42
+ "family": "cnn_correction",
43
+ "variant": "cnn_temporal",
44
+ "cached": {}
45
+ },
46
+ "logistic": {
47
+ "checkpoint": "/workspace/pse-tae-work/results_distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.joblib",
48
+ "sha256": "d4c40ba251f82a7b068964709c55c2d6f183df86a6d7f3a818e4d3ced5921ec0",
49
+ "family": "tabular",
50
+ "variant": "",
51
+ "cached": {}
52
+ },
53
+ "ltae": {
54
+ "checkpoint": "/workspace/pse-tae-work/results/ltae/Fold_5/model.pth.tar",
55
+ "sha256": "29c2c509f72a865a2885fc13cfb531f820f6907c02feba6daaef7533648e7590",
56
+ "family": "ltae",
57
+ "variant": "",
58
+ "cached": {}
59
+ },
60
+ "rope": {
61
+ "checkpoint": "/workspace/pse-tae-work/results/rope/Fold_5/model.pth.tar",
62
+ "sha256": "5b81851c51dcd5a4e2f5560b78903e45629816e42adb89bf395bebfacc66a047",
63
+ "family": "rope",
64
+ "variant": "",
65
+ "cached": {}
66
+ }
67
+ },
68
+ "ensembles": {
69
+ "nine": [
70
+ "baseline38",
71
+ "capacity67",
72
+ "grouped38",
73
+ "date_dropout11",
74
+ "xgb",
75
+ "cnn_temporal4",
76
+ "logistic",
77
+ "ltae",
78
+ "rope"
79
+ ]
80
+ }
81
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.01.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_logistic_natural_0.01",
3
+ "group": "combined_logistic_natural",
4
+ "features": "combined",
5
+ "family": "logistic",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 247
11
+ },
12
+ "val": {
13
+ "oa": 0.942585481806546,
14
+ "miou": 0.5087930435295408,
15
+ "mean_recall": 0.5716415475635587,
16
+ "iou": [
17
+ 0.9351200743001195,
18
+ 0.10526315789473684,
19
+ 0.5,
20
+ 0.9515912147019274,
21
+ 0.9361527407103264,
22
+ 0.27906976744186046,
23
+ 0.16289592760180996,
24
+ 0.30416666666666664,
25
+ 0.1388888888888889,
26
+ 0.9757869249394673,
27
+ 0.8344827586206897,
28
+ 0.9223300970873787,
29
+ 0.4065934065934066,
30
+ 0.35443037974683544,
31
+ 0.6030927835051546,
32
+ 0.2647058823529412,
33
+ 0.06666666666666667,
34
+ 0.929140127388535,
35
+ 0.4054834054834055,
36
+ 0.1
37
+ ],
38
+ "precision": [
39
+ 0.9588680785451907,
40
+ 0.5714285714285714,
41
+ 0.7373737373737373,
42
+ 0.9749712973593571,
43
+ 0.9567771716323962,
44
+ 0.75,
45
+ 0.3870967741935484,
46
+ 0.543424317617866,
47
+ 0.45454545454545453,
48
+ 0.9877450980392157,
49
+ 0.9097744360902256,
50
+ 0.9595959595959596,
51
+ 0.6981132075471698,
52
+ 0.6086956521739131,
53
+ 0.75,
54
+ 0.45569620253164556,
55
+ 0.3333333333333333,
56
+ 0.9573420836751435,
57
+ 0.6108695652173913,
58
+ 0.2727272727272727
59
+ ],
60
+ "recall": [
61
+ 0.9741983044600073,
62
+ 0.11428571428571428,
63
+ 0.6083333333333333,
64
+ 0.9754192510912014,
65
+ 0.977491961414791,
66
+ 0.3076923076923077,
67
+ 0.21951219512195122,
68
+ 0.4085820895522388,
69
+ 0.16666666666666666,
70
+ 0.9877450980392157,
71
+ 0.9097744360902256,
72
+ 0.9595959595959596,
73
+ 0.49333333333333335,
74
+ 0.45901639344262296,
75
+ 0.7548387096774194,
76
+ 0.3870967741935484,
77
+ 0.07692307692307693,
78
+ 0.9692691029900332,
79
+ 0.546692607003891,
80
+ 0.13636363636363635
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 21144,
85
+ 0,
86
+ 2,
87
+ 36,
88
+ 32,
89
+ 2,
90
+ 3,
91
+ 163,
92
+ 4,
93
+ 2,
94
+ 0,
95
+ 1,
96
+ 1,
97
+ 4,
98
+ 7,
99
+ 27,
100
+ 1,
101
+ 42,
102
+ 226,
103
+ 7
104
+ ],
105
+ [
106
+ 3,
107
+ 4,
108
+ 0,
109
+ 0,
110
+ 27,
111
+ 0,
112
+ 1,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 12,
129
+ 0,
130
+ 73,
131
+ 6,
132
+ 23,
133
+ 0,
134
+ 1,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 1,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 50,
151
+ 0,
152
+ 0,
153
+ 4246,
154
+ 11,
155
+ 0,
156
+ 0,
157
+ 4,
158
+ 0,
159
+ 0,
160
+ 1,
161
+ 13,
162
+ 0,
163
+ 1,
164
+ 1,
165
+ 0,
166
+ 0,
167
+ 6,
168
+ 20,
169
+ 0
170
+ ],
171
+ [
172
+ 34,
173
+ 1,
174
+ 5,
175
+ 3,
176
+ 4560,
177
+ 0,
178
+ 41,
179
+ 3,
180
+ 1,
181
+ 2,
182
+ 0,
183
+ 1,
184
+ 3,
185
+ 1,
186
+ 1,
187
+ 0,
188
+ 0,
189
+ 3,
190
+ 6,
191
+ 0
192
+ ],
193
+ [
194
+ 4,
195
+ 0,
196
+ 0,
197
+ 17,
198
+ 1,
199
+ 12,
200
+ 0,
201
+ 1,
202
+ 1,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 1,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 9,
217
+ 1,
218
+ 9,
219
+ 5,
220
+ 88,
221
+ 1,
222
+ 36,
223
+ 1,
224
+ 0,
225
+ 1,
226
+ 0,
227
+ 1,
228
+ 9,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 1,
235
+ 0
236
+ ],
237
+ [
238
+ 290,
239
+ 0,
240
+ 2,
241
+ 7,
242
+ 4,
243
+ 0,
244
+ 2,
245
+ 219,
246
+ 0,
247
+ 1,
248
+ 1,
249
+ 3,
250
+ 2,
251
+ 0,
252
+ 1,
253
+ 0,
254
+ 0,
255
+ 2,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 5,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 7,
265
+ 1,
266
+ 2,
267
+ 3,
268
+ 5,
269
+ 0,
270
+ 2,
271
+ 0,
272
+ 0,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 4,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 3,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 5,
327
+ 0,
328
+ 2,
329
+ 14,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 570,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 10,
349
+ 0,
350
+ 4,
351
+ 1,
352
+ 7,
353
+ 0,
354
+ 6,
355
+ 3,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 37,
361
+ 1,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 7,
371
+ 0,
372
+ 0,
373
+ 3,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 3,
381
+ 0,
382
+ 0,
383
+ 28,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 13,
389
+ 0
390
+ ],
391
+ [
392
+ 13,
393
+ 0,
394
+ 0,
395
+ 1,
396
+ 1,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 1,
404
+ 0,
405
+ 5,
406
+ 117,
407
+ 0,
408
+ 0,
409
+ 4,
410
+ 12,
411
+ 0
412
+ ],
413
+ [
414
+ 42,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 36,
430
+ 0,
431
+ 0,
432
+ 12,
433
+ 3
434
+ ],
435
+ [
436
+ 19,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 3,
451
+ 0,
452
+ 2,
453
+ 1,
454
+ 0,
455
+ 0
456
+ ],
457
+ [
458
+ 52,
459
+ 0,
460
+ 0,
461
+ 0,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 4,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 4,
473
+ 0,
474
+ 0,
475
+ 3501,
476
+ 50,
477
+ 0
478
+ ],
479
+ [
480
+ 329,
481
+ 1,
482
+ 2,
483
+ 7,
484
+ 1,
485
+ 0,
486
+ 1,
487
+ 1,
488
+ 0,
489
+ 1,
490
+ 0,
491
+ 2,
492
+ 0,
493
+ 4,
494
+ 8,
495
+ 9,
496
+ 3,
497
+ 91,
498
+ 562,
499
+ 6
500
+ ],
501
+ [
502
+ 17,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 7,
518
+ 0,
519
+ 1,
520
+ 13,
521
+ 6
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 25.20365047454834
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_0.1.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_logistic_natural_0.1",
3
+ "group": "combined_logistic_natural",
4
+ "features": "combined",
5
+ "family": "logistic",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "C": 0.1,
9
+ "converged": true,
10
+ "iterations": 306
11
+ },
12
+ "val": {
13
+ "oa": 0.9393725674581407,
14
+ "miou": 0.5086848630467331,
15
+ "mean_recall": 0.5814474087401954,
16
+ "iou": [
17
+ 0.9316091954022988,
18
+ 0.11627906976744186,
19
+ 0.48344370860927155,
20
+ 0.9478863788861552,
21
+ 0.9335664335664335,
22
+ 0.3409090909090909,
23
+ 0.17842323651452283,
24
+ 0.29590488771466317,
25
+ 0.125,
26
+ 0.9746070133010882,
27
+ 0.8344827586206897,
28
+ 0.9112903225806451,
29
+ 0.375,
30
+ 0.3670886075949367,
31
+ 0.5918367346938775,
32
+ 0.2465753424657534,
33
+ 0.08571428571428572,
34
+ 0.9248938428874734,
35
+ 0.38797423049391555,
36
+ 0.12121212121212122
37
+ ],
38
+ "precision": [
39
+ 0.9583428077675201,
40
+ 0.38461538461538464,
41
+ 0.7019230769230769,
42
+ 0.972910927456382,
43
+ 0.9584037162162162,
44
+ 0.75,
45
+ 0.35833333333333334,
46
+ 0.503370786516854,
47
+ 0.3333333333333333,
48
+ 0.9865361077111383,
49
+ 0.9097744360902256,
50
+ 0.9560067681895094,
51
+ 0.631578947368421,
52
+ 0.6170212765957447,
53
+ 0.7388535031847133,
54
+ 0.4044943820224719,
55
+ 0.25,
56
+ 0.9571546278494919,
57
+ 0.5949506037321625,
58
+ 0.26666666666666666
59
+ ],
60
+ "recall": [
61
+ 0.9709270180611869,
62
+ 0.14285714285714285,
63
+ 0.6083333333333333,
64
+ 0.9735814380886745,
65
+ 0.9729903536977492,
66
+ 0.38461538461538464,
67
+ 0.2621951219512195,
68
+ 0.417910447761194,
69
+ 0.16666666666666666,
70
+ 0.9877450980392157,
71
+ 0.9097744360902256,
72
+ 0.9511784511784511,
73
+ 0.48,
74
+ 0.47540983606557374,
75
+ 0.7483870967741936,
76
+ 0.3870967741935484,
77
+ 0.11538461538461539,
78
+ 0.9648394241417497,
79
+ 0.5272373540856031,
80
+ 0.18181818181818182
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 21073,
85
+ 0,
86
+ 6,
87
+ 41,
88
+ 28,
89
+ 2,
90
+ 10,
91
+ 198,
92
+ 4,
93
+ 3,
94
+ 1,
95
+ 1,
96
+ 3,
97
+ 1,
98
+ 11,
99
+ 37,
100
+ 3,
101
+ 44,
102
+ 229,
103
+ 9
104
+ ],
105
+ [
106
+ 2,
107
+ 5,
108
+ 0,
109
+ 0,
110
+ 27,
111
+ 0,
112
+ 1,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 11,
129
+ 0,
130
+ 73,
131
+ 6,
132
+ 21,
133
+ 0,
134
+ 2,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 3,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 55,
151
+ 1,
152
+ 1,
153
+ 4238,
154
+ 10,
155
+ 2,
156
+ 1,
157
+ 3,
158
+ 0,
159
+ 0,
160
+ 1,
161
+ 15,
162
+ 0,
163
+ 2,
164
+ 2,
165
+ 0,
166
+ 0,
167
+ 5,
168
+ 17,
169
+ 0
170
+ ],
171
+ [
172
+ 35,
173
+ 5,
174
+ 5,
175
+ 4,
176
+ 4539,
177
+ 0,
178
+ 51,
179
+ 3,
180
+ 2,
181
+ 3,
182
+ 0,
183
+ 1,
184
+ 4,
185
+ 2,
186
+ 0,
187
+ 0,
188
+ 0,
189
+ 3,
190
+ 8,
191
+ 0
192
+ ],
193
+ [
194
+ 4,
195
+ 0,
196
+ 0,
197
+ 15,
198
+ 1,
199
+ 15,
200
+ 0,
201
+ 1,
202
+ 2,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 0,
213
+ 0
214
+ ],
215
+ [
216
+ 9,
217
+ 1,
218
+ 8,
219
+ 5,
220
+ 81,
221
+ 1,
222
+ 43,
223
+ 2,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 1,
228
+ 8,
229
+ 0,
230
+ 1,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 2,
235
+ 0
236
+ ],
237
+ [
238
+ 284,
239
+ 0,
240
+ 3,
241
+ 6,
242
+ 5,
243
+ 0,
244
+ 2,
245
+ 224,
246
+ 0,
247
+ 1,
248
+ 0,
249
+ 2,
250
+ 2,
251
+ 0,
252
+ 1,
253
+ 0,
254
+ 0,
255
+ 4,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 4,
261
+ 0,
262
+ 0,
263
+ 4,
264
+ 7,
265
+ 0,
266
+ 2,
267
+ 2,
268
+ 5,
269
+ 0,
270
+ 2,
271
+ 0,
272
+ 0,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 3,
283
+ 0,
284
+ 0,
285
+ 0,
286
+ 4,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 6,
327
+ 0,
328
+ 1,
329
+ 18,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 0,
335
+ 1,
336
+ 0,
337
+ 565,
338
+ 0,
339
+ 0,
340
+ 1,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 10,
349
+ 0,
350
+ 4,
351
+ 1,
352
+ 7,
353
+ 0,
354
+ 5,
355
+ 4,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 36,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 6,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 4,
381
+ 0,
382
+ 1,
383
+ 29,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 12,
389
+ 0
390
+ ],
391
+ [
392
+ 13,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 1,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 1,
401
+ 0,
402
+ 1,
403
+ 2,
404
+ 0,
405
+ 5,
406
+ 116,
407
+ 0,
408
+ 0,
409
+ 4,
410
+ 12,
411
+ 0
412
+ ],
413
+ [
414
+ 37,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 36,
430
+ 0,
431
+ 0,
432
+ 16,
433
+ 4
434
+ ],
435
+ [
436
+ 19,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 2,
451
+ 0,
452
+ 3,
453
+ 1,
454
+ 1,
455
+ 0
456
+ ],
457
+ [
458
+ 60,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 2,
463
+ 0,
464
+ 0,
465
+ 3,
466
+ 1,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 2,
473
+ 0,
474
+ 0,
475
+ 3485,
476
+ 58,
477
+ 0
478
+ ],
479
+ [
480
+ 338,
481
+ 1,
482
+ 3,
483
+ 8,
484
+ 3,
485
+ 0,
486
+ 3,
487
+ 3,
488
+ 0,
489
+ 0,
490
+ 0,
491
+ 2,
492
+ 0,
493
+ 4,
494
+ 9,
495
+ 8,
496
+ 6,
497
+ 89,
498
+ 542,
499
+ 9
500
+ ],
501
+ [
502
+ 18,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 8,
518
+ 0,
519
+ 0,
520
+ 10,
521
+ 8
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 30.67702889442444
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_natural_selection.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_logistic_natural_0.01",
3
+ "group": "combined_logistic_natural",
4
+ "features": "combined",
5
+ "family": "logistic",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 247
11
+ },
12
+ "val": {
13
+ "oa": 0.942585481806546,
14
+ "miou": 0.5087930435295408,
15
+ "mean_recall": 0.5716415475635587,
16
+ "iou": [
17
+ 0.9351200743001195,
18
+ 0.10526315789473684,
19
+ 0.5,
20
+ 0.9515912147019274,
21
+ 0.9361527407103264,
22
+ 0.27906976744186046,
23
+ 0.16289592760180996,
24
+ 0.30416666666666664,
25
+ 0.1388888888888889,
26
+ 0.9757869249394673,
27
+ 0.8344827586206897,
28
+ 0.9223300970873787,
29
+ 0.4065934065934066,
30
+ 0.35443037974683544,
31
+ 0.6030927835051546,
32
+ 0.2647058823529412,
33
+ 0.06666666666666667,
34
+ 0.929140127388535,
35
+ 0.4054834054834055,
36
+ 0.1
37
+ ],
38
+ "precision": [
39
+ 0.9588680785451907,
40
+ 0.5714285714285714,
41
+ 0.7373737373737373,
42
+ 0.9749712973593571,
43
+ 0.9567771716323962,
44
+ 0.75,
45
+ 0.3870967741935484,
46
+ 0.543424317617866,
47
+ 0.45454545454545453,
48
+ 0.9877450980392157,
49
+ 0.9097744360902256,
50
+ 0.9595959595959596,
51
+ 0.6981132075471698,
52
+ 0.6086956521739131,
53
+ 0.75,
54
+ 0.45569620253164556,
55
+ 0.3333333333333333,
56
+ 0.9573420836751435,
57
+ 0.6108695652173913,
58
+ 0.2727272727272727
59
+ ],
60
+ "recall": [
61
+ 0.9741983044600073,
62
+ 0.11428571428571428,
63
+ 0.6083333333333333,
64
+ 0.9754192510912014,
65
+ 0.977491961414791,
66
+ 0.3076923076923077,
67
+ 0.21951219512195122,
68
+ 0.4085820895522388,
69
+ 0.16666666666666666,
70
+ 0.9877450980392157,
71
+ 0.9097744360902256,
72
+ 0.9595959595959596,
73
+ 0.49333333333333335,
74
+ 0.45901639344262296,
75
+ 0.7548387096774194,
76
+ 0.3870967741935484,
77
+ 0.07692307692307693,
78
+ 0.9692691029900332,
79
+ 0.546692607003891,
80
+ 0.13636363636363635
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 21144,
85
+ 0,
86
+ 2,
87
+ 36,
88
+ 32,
89
+ 2,
90
+ 3,
91
+ 163,
92
+ 4,
93
+ 2,
94
+ 0,
95
+ 1,
96
+ 1,
97
+ 4,
98
+ 7,
99
+ 27,
100
+ 1,
101
+ 42,
102
+ 226,
103
+ 7
104
+ ],
105
+ [
106
+ 3,
107
+ 4,
108
+ 0,
109
+ 0,
110
+ 27,
111
+ 0,
112
+ 1,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 12,
129
+ 0,
130
+ 73,
131
+ 6,
132
+ 23,
133
+ 0,
134
+ 1,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 1,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 50,
151
+ 0,
152
+ 0,
153
+ 4246,
154
+ 11,
155
+ 0,
156
+ 0,
157
+ 4,
158
+ 0,
159
+ 0,
160
+ 1,
161
+ 13,
162
+ 0,
163
+ 1,
164
+ 1,
165
+ 0,
166
+ 0,
167
+ 6,
168
+ 20,
169
+ 0
170
+ ],
171
+ [
172
+ 34,
173
+ 1,
174
+ 5,
175
+ 3,
176
+ 4560,
177
+ 0,
178
+ 41,
179
+ 3,
180
+ 1,
181
+ 2,
182
+ 0,
183
+ 1,
184
+ 3,
185
+ 1,
186
+ 1,
187
+ 0,
188
+ 0,
189
+ 3,
190
+ 6,
191
+ 0
192
+ ],
193
+ [
194
+ 4,
195
+ 0,
196
+ 0,
197
+ 17,
198
+ 1,
199
+ 12,
200
+ 0,
201
+ 1,
202
+ 1,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 1,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 9,
217
+ 1,
218
+ 9,
219
+ 5,
220
+ 88,
221
+ 1,
222
+ 36,
223
+ 1,
224
+ 0,
225
+ 1,
226
+ 0,
227
+ 1,
228
+ 9,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 1,
235
+ 0
236
+ ],
237
+ [
238
+ 290,
239
+ 0,
240
+ 2,
241
+ 7,
242
+ 4,
243
+ 0,
244
+ 2,
245
+ 219,
246
+ 0,
247
+ 1,
248
+ 1,
249
+ 3,
250
+ 2,
251
+ 0,
252
+ 1,
253
+ 0,
254
+ 0,
255
+ 2,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 5,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 7,
265
+ 1,
266
+ 2,
267
+ 3,
268
+ 5,
269
+ 0,
270
+ 2,
271
+ 0,
272
+ 0,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 4,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 3,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 5,
327
+ 0,
328
+ 2,
329
+ 14,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 570,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 10,
349
+ 0,
350
+ 4,
351
+ 1,
352
+ 7,
353
+ 0,
354
+ 6,
355
+ 3,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 37,
361
+ 1,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 7,
371
+ 0,
372
+ 0,
373
+ 3,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 3,
381
+ 0,
382
+ 0,
383
+ 28,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 13,
389
+ 0
390
+ ],
391
+ [
392
+ 13,
393
+ 0,
394
+ 0,
395
+ 1,
396
+ 1,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 1,
404
+ 0,
405
+ 5,
406
+ 117,
407
+ 0,
408
+ 0,
409
+ 4,
410
+ 12,
411
+ 0
412
+ ],
413
+ [
414
+ 42,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 36,
430
+ 0,
431
+ 0,
432
+ 12,
433
+ 3
434
+ ],
435
+ [
436
+ 19,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 3,
451
+ 0,
452
+ 2,
453
+ 1,
454
+ 0,
455
+ 0
456
+ ],
457
+ [
458
+ 52,
459
+ 0,
460
+ 0,
461
+ 0,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 4,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 4,
473
+ 0,
474
+ 0,
475
+ 3501,
476
+ 50,
477
+ 0
478
+ ],
479
+ [
480
+ 329,
481
+ 1,
482
+ 2,
483
+ 7,
484
+ 1,
485
+ 0,
486
+ 1,
487
+ 1,
488
+ 0,
489
+ 1,
490
+ 0,
491
+ 2,
492
+ 0,
493
+ 4,
494
+ 8,
495
+ 9,
496
+ 3,
497
+ 91,
498
+ 562,
499
+ 6
500
+ ],
501
+ [
502
+ 17,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 7,
518
+ 0,
519
+ 1,
520
+ 13,
521
+ 6
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 25.20365047454834
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.01.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_logistic_sqrt_0.01",
3
+ "group": "combined_logistic_sqrt",
4
+ "features": "combined",
5
+ "family": "logistic",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 287
11
+ },
12
+ "val": {
13
+ "oa": 0.92667763759371,
14
+ "miou": 0.5079428232453027,
15
+ "mean_recall": 0.6369037345735574,
16
+ "iou": [
17
+ 0.9153898000449338,
18
+ 0.07142857142857142,
19
+ 0.47878787878787876,
20
+ 0.9510662177328844,
21
+ 0.9165634035522512,
22
+ 0.2909090909090909,
23
+ 0.19682539682539682,
24
+ 0.29928952042628776,
25
+ 0.17777777777777778,
26
+ 0.9782082324455206,
27
+ 0.8187919463087249,
28
+ 0.9122807017543859,
29
+ 0.3867924528301887,
30
+ 0.37209302325581395,
31
+ 0.5781990521327014,
32
+ 0.2523364485981308,
33
+ 0.07547169811320754,
34
+ 0.9297498669505055,
35
+ 0.40133982947624847,
36
+ 0.15555555555555556
37
+ ],
38
+ "precision": [
39
+ 0.9736653443578837,
40
+ 0.125,
41
+ 0.6370967741935484,
42
+ 0.9764922793270339,
43
+ 0.961646803900325,
44
+ 0.5,
45
+ 0.29107981220657275,
46
+ 0.3635382955771305,
47
+ 0.34782608695652173,
48
+ 0.9877750611246944,
49
+ 0.8840579710144928,
50
+ 0.9454545454545454,
51
+ 0.5694444444444444,
52
+ 0.5614035087719298,
53
+ 0.6853932584269663,
54
+ 0.30857142857142855,
55
+ 0.12903225806451613,
56
+ 0.9598901098901099,
57
+ 0.5176747839748626,
58
+ 0.23333333333333334
59
+ ],
60
+ "recall": [
61
+ 0.9386288241798747,
62
+ 0.14285714285714285,
63
+ 0.6583333333333333,
64
+ 0.9733517114633586,
65
+ 0.9513397642015006,
66
+ 0.41025641025641024,
67
+ 0.3780487804878049,
68
+ 0.628731343283582,
69
+ 0.26666666666666666,
70
+ 0.9901960784313726,
71
+ 0.9172932330827067,
72
+ 0.9629629629629629,
73
+ 0.5466666666666666,
74
+ 0.5245901639344263,
75
+ 0.7870967741935484,
76
+ 0.5806451612903226,
77
+ 0.15384615384615385,
78
+ 0.9673311184939092,
79
+ 0.6410505836575876,
80
+ 0.3181818181818182
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 20372,
85
+ 1,
86
+ 7,
87
+ 40,
88
+ 32,
89
+ 6,
90
+ 12,
91
+ 560,
92
+ 5,
93
+ 3,
94
+ 3,
95
+ 3,
96
+ 8,
97
+ 5,
98
+ 19,
99
+ 97,
100
+ 14,
101
+ 46,
102
+ 449,
103
+ 22
104
+ ],
105
+ [
106
+ 2,
107
+ 5,
108
+ 0,
109
+ 0,
110
+ 26,
111
+ 0,
112
+ 2,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 8,
129
+ 0,
130
+ 79,
131
+ 5,
132
+ 19,
133
+ 0,
134
+ 2,
135
+ 1,
136
+ 0,
137
+ 1,
138
+ 0,
139
+ 0,
140
+ 2,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 39,
151
+ 1,
152
+ 1,
153
+ 4237,
154
+ 12,
155
+ 7,
156
+ 0,
157
+ 8,
158
+ 1,
159
+ 0,
160
+ 1,
161
+ 16,
162
+ 0,
163
+ 2,
164
+ 3,
165
+ 0,
166
+ 0,
167
+ 5,
168
+ 20,
169
+ 0
170
+ ],
171
+ [
172
+ 30,
173
+ 31,
174
+ 13,
175
+ 3,
176
+ 4438,
177
+ 0,
178
+ 121,
179
+ 2,
180
+ 3,
181
+ 2,
182
+ 0,
183
+ 1,
184
+ 6,
185
+ 1,
186
+ 1,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 11,
191
+ 0
192
+ ],
193
+ [
194
+ 3,
195
+ 0,
196
+ 0,
197
+ 13,
198
+ 1,
199
+ 16,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 5,
217
+ 1,
218
+ 10,
219
+ 3,
220
+ 63,
221
+ 1,
222
+ 62,
223
+ 1,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 11,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 165,
239
+ 0,
240
+ 3,
241
+ 7,
242
+ 5,
243
+ 0,
244
+ 2,
245
+ 337,
246
+ 1,
247
+ 1,
248
+ 1,
249
+ 3,
250
+ 2,
251
+ 1,
252
+ 1,
253
+ 0,
254
+ 0,
255
+ 4,
256
+ 3,
257
+ 0
258
+ ],
259
+ [
260
+ 2,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 7,
265
+ 1,
266
+ 2,
267
+ 3,
268
+ 8,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 0,
273
+ 1,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 1,
283
+ 0,
284
+ 0,
285
+ 0,
286
+ 4,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 0,
291
+ 808,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 1,
305
+ 0,
306
+ 0,
307
+ 6,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 122,
315
+ 3,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 2,
327
+ 0,
328
+ 1,
329
+ 14,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 1,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 572,
338
+ 0,
339
+ 1,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 5,
349
+ 0,
350
+ 5,
351
+ 0,
352
+ 5,
353
+ 0,
354
+ 7,
355
+ 4,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 41,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 3,
371
+ 0,
372
+ 0,
373
+ 1,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 3,
381
+ 0,
382
+ 1,
383
+ 32,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 14,
389
+ 0
390
+ ],
391
+ [
392
+ 5,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 1,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 1,
401
+ 0,
402
+ 1,
403
+ 2,
404
+ 0,
405
+ 4,
406
+ 122,
407
+ 0,
408
+ 1,
409
+ 4,
410
+ 14,
411
+ 0
412
+ ],
413
+ [
414
+ 19,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 54,
430
+ 1,
431
+ 0,
432
+ 11,
433
+ 8
434
+ ],
435
+ [
436
+ 12,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 4,
453
+ 1,
454
+ 3,
455
+ 1
456
+ ],
457
+ [
458
+ 31,
459
+ 0,
460
+ 1,
461
+ 0,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 7,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 4,
473
+ 0,
474
+ 2,
475
+ 3494,
476
+ 72,
477
+ 0
478
+ ],
479
+ [
480
+ 207,
481
+ 1,
482
+ 3,
483
+ 9,
484
+ 1,
485
+ 1,
486
+ 3,
487
+ 1,
488
+ 1,
489
+ 0,
490
+ 1,
491
+ 4,
492
+ 1,
493
+ 6,
494
+ 10,
495
+ 18,
496
+ 8,
497
+ 79,
498
+ 659,
499
+ 15
500
+ ],
501
+ [
502
+ 11,
503
+ 0,
504
+ 1,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 6,
518
+ 1,
519
+ 0,
520
+ 11,
521
+ 14
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 27.28638243675232
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_0.1.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_logistic_sqrt_0.1",
3
+ "group": "combined_logistic_sqrt",
4
+ "features": "combined",
5
+ "family": "logistic",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "C": 0.1,
9
+ "converged": true,
10
+ "iterations": 365
11
+ },
12
+ "val": {
13
+ "oa": 0.9261290912415432,
14
+ "miou": 0.5015993786516743,
15
+ "mean_recall": 0.6228697917287972,
16
+ "iou": [
17
+ 0.9161542259526909,
18
+ 0.07246376811594203,
19
+ 0.4437869822485207,
20
+ 0.9461211714732841,
21
+ 0.9152926628194559,
22
+ 0.3137254901960784,
23
+ 0.18360655737704917,
24
+ 0.2983081032947462,
25
+ 0.16326530612244897,
26
+ 0.9745762711864406,
27
+ 0.8120805369127517,
28
+ 0.904,
29
+ 0.33962264150943394,
30
+ 0.3563218390804598,
31
+ 0.5763546798029556,
32
+ 0.2712765957446808,
33
+ 0.1,
34
+ 0.9233014861995754,
35
+ 0.39672925499697154,
36
+ 0.125
37
+ ],
38
+ "precision": [
39
+ 0.9726007814733632,
40
+ 0.1282051282051282,
41
+ 0.6048387096774194,
42
+ 0.9724264705882353,
43
+ 0.9595937770095073,
44
+ 0.5714285714285714,
45
+ 0.28426395939086296,
46
+ 0.3633405639913232,
47
+ 0.2962962962962963,
48
+ 0.9877300613496932,
49
+ 0.8832116788321168,
50
+ 0.947986577181208,
51
+ 0.5373134328358209,
52
+ 0.543859649122807,
53
+ 0.7090909090909091,
54
+ 0.3493150684931507,
55
+ 0.1724137931034483,
56
+ 0.9570839064649244,
57
+ 0.5125195618153364,
58
+ 0.2
59
+ ],
60
+ "recall": [
61
+ 0.9404257279764099,
62
+ 0.14285714285714285,
63
+ 0.625,
64
+ 0.9722030783367792,
65
+ 0.9519828510182208,
66
+ 0.41025641025641024,
67
+ 0.34146341463414637,
68
+ 0.625,
69
+ 0.26666666666666666,
70
+ 0.9865196078431373,
71
+ 0.9097744360902256,
72
+ 0.9511784511784511,
73
+ 0.48,
74
+ 0.5081967213114754,
75
+ 0.7548387096774194,
76
+ 0.5483870967741935,
77
+ 0.19230769230769232,
78
+ 0.9631782945736435,
79
+ 0.6371595330739299,
80
+ 0.25
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 20411,
85
+ 1,
86
+ 9,
87
+ 43,
88
+ 32,
89
+ 5,
90
+ 13,
91
+ 549,
92
+ 5,
93
+ 4,
94
+ 3,
95
+ 3,
96
+ 7,
97
+ 2,
98
+ 18,
99
+ 72,
100
+ 11,
101
+ 53,
102
+ 443,
103
+ 20
104
+ ],
105
+ [
106
+ 2,
107
+ 5,
108
+ 1,
109
+ 0,
110
+ 26,
111
+ 0,
112
+ 1,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 8,
129
+ 0,
130
+ 75,
131
+ 6,
132
+ 21,
133
+ 0,
134
+ 2,
135
+ 2,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 3,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 43,
151
+ 1,
152
+ 2,
153
+ 4232,
154
+ 12,
155
+ 5,
156
+ 1,
157
+ 6,
158
+ 1,
159
+ 0,
160
+ 1,
161
+ 17,
162
+ 2,
163
+ 2,
164
+ 2,
165
+ 1,
166
+ 0,
167
+ 4,
168
+ 21,
169
+ 0
170
+ ],
171
+ [
172
+ 33,
173
+ 30,
174
+ 11,
175
+ 6,
176
+ 4441,
177
+ 0,
178
+ 110,
179
+ 4,
180
+ 4,
181
+ 1,
182
+ 0,
183
+ 2,
184
+ 5,
185
+ 3,
186
+ 1,
187
+ 0,
188
+ 1,
189
+ 2,
190
+ 9,
191
+ 2
192
+ ],
193
+ [
194
+ 3,
195
+ 0,
196
+ 0,
197
+ 14,
198
+ 1,
199
+ 16,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 0,
213
+ 0
214
+ ],
215
+ [
216
+ 6,
217
+ 1,
218
+ 11,
219
+ 3,
220
+ 67,
221
+ 1,
222
+ 56,
223
+ 2,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 1,
228
+ 8,
229
+ 0,
230
+ 1,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 4,
235
+ 1
236
+ ],
237
+ [
238
+ 167,
239
+ 0,
240
+ 3,
241
+ 8,
242
+ 5,
243
+ 0,
244
+ 2,
245
+ 335,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 2,
250
+ 2,
251
+ 1,
252
+ 1,
253
+ 0,
254
+ 0,
255
+ 4,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 2,
261
+ 0,
262
+ 0,
263
+ 2,
264
+ 7,
265
+ 1,
266
+ 2,
267
+ 3,
268
+ 8,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 1,
273
+ 1,
274
+ 2,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 3,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 3,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 1,
291
+ 805,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 6,
308
+ 1,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 2,
327
+ 0,
328
+ 1,
329
+ 19,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 1,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 565,
338
+ 0,
339
+ 1,
340
+ 1,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 8,
349
+ 0,
350
+ 5,
351
+ 1,
352
+ 6,
353
+ 0,
354
+ 6,
355
+ 5,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 36,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 3,
371
+ 0,
372
+ 0,
373
+ 1,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 4,
381
+ 0,
382
+ 1,
383
+ 31,
384
+ 5,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 15,
389
+ 0
390
+ ],
391
+ [
392
+ 7,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 1,
401
+ 0,
402
+ 1,
403
+ 2,
404
+ 0,
405
+ 6,
406
+ 117,
407
+ 0,
408
+ 1,
409
+ 5,
410
+ 15,
411
+ 0
412
+ ],
413
+ [
414
+ 22,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 51,
430
+ 0,
431
+ 0,
432
+ 12,
433
+ 8
434
+ ],
435
+ [
436
+ 13,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 3,
451
+ 0,
452
+ 5,
453
+ 1,
454
+ 4,
455
+ 0
456
+ ],
457
+ [
458
+ 33,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 2,
463
+ 0,
464
+ 0,
465
+ 6,
466
+ 2,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 1,
471
+ 0,
472
+ 3,
473
+ 1,
474
+ 2,
475
+ 3479,
476
+ 82,
477
+ 0
478
+ ],
479
+ [
480
+ 207,
481
+ 1,
482
+ 5,
483
+ 9,
484
+ 4,
485
+ 0,
486
+ 4,
487
+ 7,
488
+ 1,
489
+ 0,
490
+ 0,
491
+ 2,
492
+ 1,
493
+ 6,
494
+ 9,
495
+ 15,
496
+ 8,
497
+ 81,
498
+ 655,
499
+ 13
500
+ ],
501
+ [
502
+ 11,
503
+ 0,
504
+ 1,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 6,
518
+ 1,
519
+ 0,
520
+ 14,
521
+ 11
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 34.24725866317749
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_logistic_sqrt_selection.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_logistic_sqrt_0.01",
3
+ "group": "combined_logistic_sqrt",
4
+ "features": "combined",
5
+ "family": "logistic",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 287
11
+ },
12
+ "val": {
13
+ "oa": 0.92667763759371,
14
+ "miou": 0.5079428232453027,
15
+ "mean_recall": 0.6369037345735574,
16
+ "iou": [
17
+ 0.9153898000449338,
18
+ 0.07142857142857142,
19
+ 0.47878787878787876,
20
+ 0.9510662177328844,
21
+ 0.9165634035522512,
22
+ 0.2909090909090909,
23
+ 0.19682539682539682,
24
+ 0.29928952042628776,
25
+ 0.17777777777777778,
26
+ 0.9782082324455206,
27
+ 0.8187919463087249,
28
+ 0.9122807017543859,
29
+ 0.3867924528301887,
30
+ 0.37209302325581395,
31
+ 0.5781990521327014,
32
+ 0.2523364485981308,
33
+ 0.07547169811320754,
34
+ 0.9297498669505055,
35
+ 0.40133982947624847,
36
+ 0.15555555555555556
37
+ ],
38
+ "precision": [
39
+ 0.9736653443578837,
40
+ 0.125,
41
+ 0.6370967741935484,
42
+ 0.9764922793270339,
43
+ 0.961646803900325,
44
+ 0.5,
45
+ 0.29107981220657275,
46
+ 0.3635382955771305,
47
+ 0.34782608695652173,
48
+ 0.9877750611246944,
49
+ 0.8840579710144928,
50
+ 0.9454545454545454,
51
+ 0.5694444444444444,
52
+ 0.5614035087719298,
53
+ 0.6853932584269663,
54
+ 0.30857142857142855,
55
+ 0.12903225806451613,
56
+ 0.9598901098901099,
57
+ 0.5176747839748626,
58
+ 0.23333333333333334
59
+ ],
60
+ "recall": [
61
+ 0.9386288241798747,
62
+ 0.14285714285714285,
63
+ 0.6583333333333333,
64
+ 0.9733517114633586,
65
+ 0.9513397642015006,
66
+ 0.41025641025641024,
67
+ 0.3780487804878049,
68
+ 0.628731343283582,
69
+ 0.26666666666666666,
70
+ 0.9901960784313726,
71
+ 0.9172932330827067,
72
+ 0.9629629629629629,
73
+ 0.5466666666666666,
74
+ 0.5245901639344263,
75
+ 0.7870967741935484,
76
+ 0.5806451612903226,
77
+ 0.15384615384615385,
78
+ 0.9673311184939092,
79
+ 0.6410505836575876,
80
+ 0.3181818181818182
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 20372,
85
+ 1,
86
+ 7,
87
+ 40,
88
+ 32,
89
+ 6,
90
+ 12,
91
+ 560,
92
+ 5,
93
+ 3,
94
+ 3,
95
+ 3,
96
+ 8,
97
+ 5,
98
+ 19,
99
+ 97,
100
+ 14,
101
+ 46,
102
+ 449,
103
+ 22
104
+ ],
105
+ [
106
+ 2,
107
+ 5,
108
+ 0,
109
+ 0,
110
+ 26,
111
+ 0,
112
+ 2,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 8,
129
+ 0,
130
+ 79,
131
+ 5,
132
+ 19,
133
+ 0,
134
+ 2,
135
+ 1,
136
+ 0,
137
+ 1,
138
+ 0,
139
+ 0,
140
+ 2,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 39,
151
+ 1,
152
+ 1,
153
+ 4237,
154
+ 12,
155
+ 7,
156
+ 0,
157
+ 8,
158
+ 1,
159
+ 0,
160
+ 1,
161
+ 16,
162
+ 0,
163
+ 2,
164
+ 3,
165
+ 0,
166
+ 0,
167
+ 5,
168
+ 20,
169
+ 0
170
+ ],
171
+ [
172
+ 30,
173
+ 31,
174
+ 13,
175
+ 3,
176
+ 4438,
177
+ 0,
178
+ 121,
179
+ 2,
180
+ 3,
181
+ 2,
182
+ 0,
183
+ 1,
184
+ 6,
185
+ 1,
186
+ 1,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 11,
191
+ 0
192
+ ],
193
+ [
194
+ 3,
195
+ 0,
196
+ 0,
197
+ 13,
198
+ 1,
199
+ 16,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 5,
217
+ 1,
218
+ 10,
219
+ 3,
220
+ 63,
221
+ 1,
222
+ 62,
223
+ 1,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 11,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 165,
239
+ 0,
240
+ 3,
241
+ 7,
242
+ 5,
243
+ 0,
244
+ 2,
245
+ 337,
246
+ 1,
247
+ 1,
248
+ 1,
249
+ 3,
250
+ 2,
251
+ 1,
252
+ 1,
253
+ 0,
254
+ 0,
255
+ 4,
256
+ 3,
257
+ 0
258
+ ],
259
+ [
260
+ 2,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 7,
265
+ 1,
266
+ 2,
267
+ 3,
268
+ 8,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 0,
273
+ 1,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 1,
283
+ 0,
284
+ 0,
285
+ 0,
286
+ 4,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 0,
291
+ 808,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 1,
305
+ 0,
306
+ 0,
307
+ 6,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 122,
315
+ 3,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 2,
327
+ 0,
328
+ 1,
329
+ 14,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 1,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 572,
338
+ 0,
339
+ 1,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 5,
349
+ 0,
350
+ 5,
351
+ 0,
352
+ 5,
353
+ 0,
354
+ 7,
355
+ 4,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 41,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 3,
371
+ 0,
372
+ 0,
373
+ 1,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 3,
381
+ 0,
382
+ 1,
383
+ 32,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 14,
389
+ 0
390
+ ],
391
+ [
392
+ 5,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 1,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 1,
401
+ 0,
402
+ 1,
403
+ 2,
404
+ 0,
405
+ 4,
406
+ 122,
407
+ 0,
408
+ 1,
409
+ 4,
410
+ 14,
411
+ 0
412
+ ],
413
+ [
414
+ 19,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 54,
430
+ 1,
431
+ 0,
432
+ 11,
433
+ 8
434
+ ],
435
+ [
436
+ 12,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 4,
453
+ 1,
454
+ 3,
455
+ 1
456
+ ],
457
+ [
458
+ 31,
459
+ 0,
460
+ 1,
461
+ 0,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 7,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 4,
473
+ 0,
474
+ 2,
475
+ 3494,
476
+ 72,
477
+ 0
478
+ ],
479
+ [
480
+ 207,
481
+ 1,
482
+ 3,
483
+ 9,
484
+ 1,
485
+ 1,
486
+ 3,
487
+ 1,
488
+ 1,
489
+ 0,
490
+ 1,
491
+ 4,
492
+ 1,
493
+ 6,
494
+ 10,
495
+ 18,
496
+ 8,
497
+ 79,
498
+ 659,
499
+ 15
500
+ ],
501
+ [
502
+ 11,
503
+ 0,
504
+ 1,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 6,
518
+ 1,
519
+ 0,
520
+ 11,
521
+ 14
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 27.28638243675232
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_3.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_xgb_natural_3",
3
+ "group": "combined_xgb_natural",
4
+ "features": "combined",
5
+ "family": "xgb",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "depth": 3,
9
+ "best_round": 240
10
+ },
11
+ "val": {
12
+ "oa": 0.9420891779641094,
13
+ "miou": 0.5002694960177936,
14
+ "mean_recall": 0.5579094892515373,
15
+ "iou": [
16
+ 0.9347643655315578,
17
+ 0.10526315789473684,
18
+ 0.5034965034965035,
19
+ 0.9488953358625307,
20
+ 0.9330603889457523,
21
+ 0.2391304347826087,
22
+ 0.16055045871559634,
23
+ 0.3237822349570201,
24
+ 0.14705882352941177,
25
+ 0.9769417475728155,
26
+ 0.8402777777777778,
27
+ 0.9089430894308943,
28
+ 0.3076923076923077,
29
+ 0.3466666666666667,
30
+ 0.5873015873015873,
31
+ 0.2824427480916031,
32
+ 0.03571428571428571,
33
+ 0.9264861995753716,
34
+ 0.3985611510791367,
35
+ 0.09836065573770492
36
+ ],
37
+ "precision": [
38
+ 0.9576037283380843,
39
+ 0.5714285714285714,
40
+ 0.7578947368421053,
41
+ 0.9707762557077626,
42
+ 0.953955629970699,
43
+ 0.6111111111111112,
44
+ 0.39325842696629215,
45
+ 0.5824742268041238,
46
+ 0.5555555555555556,
47
+ 0.990159901599016,
48
+ 0.9166666666666666,
49
+ 0.9637931034482758,
50
+ 0.6363636363636364,
51
+ 0.65,
52
+ 0.7655172413793103,
53
+ 0.49333333333333335,
54
+ 0.3333333333333333,
55
+ 0.9572251165341377,
56
+ 0.6048034934497817,
57
+ 0.2608695652173913
58
+ ],
59
+ "recall": [
60
+ 0.9751197935864356,
61
+ 0.11428571428571428,
62
+ 0.6,
63
+ 0.9767976108430967,
64
+ 0.9770632368703108,
65
+ 0.28205128205128205,
66
+ 0.21341463414634146,
67
+ 0.4216417910447761,
68
+ 0.16666666666666666,
69
+ 0.9865196078431373,
70
+ 0.9097744360902256,
71
+ 0.9410774410774411,
72
+ 0.37333333333333335,
73
+ 0.4262295081967213,
74
+ 0.7161290322580646,
75
+ 0.3978494623655914,
76
+ 0.038461538461538464,
77
+ 0.966500553709856,
78
+ 0.5389105058365758,
79
+ 0.13636363636363635
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 21164,
84
+ 0,
85
+ 2,
86
+ 38,
87
+ 35,
88
+ 2,
89
+ 4,
90
+ 150,
91
+ 2,
92
+ 2,
93
+ 0,
94
+ 1,
95
+ 1,
96
+ 3,
97
+ 7,
98
+ 25,
99
+ 0,
100
+ 42,
101
+ 218,
102
+ 8
103
+ ],
104
+ [
105
+ 2,
106
+ 4,
107
+ 0,
108
+ 0,
109
+ 28,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 11,
128
+ 0,
129
+ 72,
130
+ 6,
131
+ 24,
132
+ 0,
133
+ 1,
134
+ 1,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 1,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 52,
150
+ 0,
151
+ 1,
152
+ 4252,
153
+ 11,
154
+ 2,
155
+ 1,
156
+ 1,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 0,
162
+ 0,
163
+ 2,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 14,
168
+ 0
169
+ ],
170
+ [
171
+ 41,
172
+ 2,
173
+ 8,
174
+ 4,
175
+ 4558,
176
+ 0,
177
+ 33,
178
+ 0,
179
+ 0,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 3,
184
+ 0,
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 4,
189
+ 9,
190
+ 0
191
+ ],
192
+ [
193
+ 4,
194
+ 0,
195
+ 0,
196
+ 20,
197
+ 1,
198
+ 11,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 0,
209
+ 0,
210
+ 0,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 10,
216
+ 1,
217
+ 6,
218
+ 6,
219
+ 91,
220
+ 1,
221
+ 35,
222
+ 1,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 8,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 0
235
+ ],
236
+ [
237
+ 285,
238
+ 0,
239
+ 2,
240
+ 7,
241
+ 3,
242
+ 0,
243
+ 1,
244
+ 226,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 2,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 2,
255
+ 2,
256
+ 0
257
+ ],
258
+ [
259
+ 7,
260
+ 0,
261
+ 0,
262
+ 2,
263
+ 6,
264
+ 1,
265
+ 3,
266
+ 0,
267
+ 5,
268
+ 0,
269
+ 1,
270
+ 0,
271
+ 0,
272
+ 0,
273
+ 4,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 1,
278
+ 0
279
+ ],
280
+ [
281
+ 4,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 805,
291
+ 1,
292
+ 1,
293
+ 1,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 3,
304
+ 0,
305
+ 0,
306
+ 7,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 121,
314
+ 1,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 6,
326
+ 0,
327
+ 0,
328
+ 23,
329
+ 0,
330
+ 0,
331
+ 1,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 559,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 0
345
+ ],
346
+ [
347
+ 10,
348
+ 0,
349
+ 2,
350
+ 2,
351
+ 13,
352
+ 0,
353
+ 9,
354
+ 2,
355
+ 0,
356
+ 2,
357
+ 1,
358
+ 0,
359
+ 28,
360
+ 3,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 6,
370
+ 0,
371
+ 1,
372
+ 1,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 3,
380
+ 0,
381
+ 0,
382
+ 26,
383
+ 8,
384
+ 0,
385
+ 0,
386
+ 2,
387
+ 14,
388
+ 0
389
+ ],
390
+ [
391
+ 15,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 1,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 111,
406
+ 0,
407
+ 0,
408
+ 7,
409
+ 17,
410
+ 0
411
+ ],
412
+ [
413
+ 41,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 37,
429
+ 0,
430
+ 0,
431
+ 12,
432
+ 3
433
+ ],
434
+ [
435
+ 22,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 1,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 1,
454
+ 0
455
+ ],
456
+ [
457
+ 56,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 4,
465
+ 0,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 2,
472
+ 0,
473
+ 0,
474
+ 3491,
475
+ 57,
476
+ 0
477
+ ],
478
+ [
479
+ 343,
480
+ 0,
481
+ 1,
482
+ 9,
483
+ 4,
484
+ 1,
485
+ 0,
486
+ 1,
487
+ 0,
488
+ 0,
489
+ 0,
490
+ 2,
491
+ 0,
492
+ 3,
493
+ 5,
494
+ 10,
495
+ 2,
496
+ 87,
497
+ 554,
498
+ 6
499
+ ],
500
+ [
501
+ 19,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 3,
517
+ 0,
518
+ 0,
519
+ 16,
520
+ 6
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 278.81823086738586
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_5.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_xgb_natural_5",
3
+ "group": "combined_xgb_natural",
4
+ "features": "combined",
5
+ "family": "xgb",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "depth": 5,
9
+ "best_round": 259
10
+ },
11
+ "val": {
12
+ "oa": 0.9434736044719588,
13
+ "miou": 0.5052167456759309,
14
+ "mean_recall": 0.5616548561880587,
15
+ "iou": [
16
+ 0.9362106286168662,
17
+ 0.07894736842105263,
18
+ 0.5,
19
+ 0.947180744372632,
20
+ 0.9360393603936039,
21
+ 0.2553191489361702,
22
+ 0.1941747572815534,
23
+ 0.3232758620689655,
24
+ 0.15151515151515152,
25
+ 0.9769696969696969,
26
+ 0.8263888888888888,
27
+ 0.9151712887438825,
28
+ 0.3333333333333333,
29
+ 0.3466666666666667,
30
+ 0.6137566137566137,
31
+ 0.28346456692913385,
32
+ 0.03571428571428571,
33
+ 0.9288948069241012,
34
+ 0.4081041968162084,
35
+ 0.11320754716981132
36
+ ],
37
+ "precision": [
38
+ 0.9578324143541534,
39
+ 0.5,
40
+ 0.75,
41
+ 0.969434306569343,
42
+ 0.9554300062774639,
43
+ 0.6,
44
+ 0.4878048780487805,
45
+ 0.5844155844155844,
46
+ 0.625,
47
+ 0.9889570552147239,
48
+ 0.9153846153846154,
49
+ 0.9672413793103448,
50
+ 0.6666666666666666,
51
+ 0.65,
52
+ 0.7733333333333333,
53
+ 0.5142857142857142,
54
+ 0.3333333333333333,
55
+ 0.9606169099421646,
56
+ 0.6143790849673203,
57
+ 0.4
58
+ ],
59
+ "recall": [
60
+ 0.9764559528197567,
61
+ 0.08571428571428572,
62
+ 0.6,
63
+ 0.976338157592465,
64
+ 0.9787781350482315,
65
+ 0.3076923076923077,
66
+ 0.24390243902439024,
67
+ 0.4197761194029851,
68
+ 0.16666666666666666,
69
+ 0.9877450980392157,
70
+ 0.8947368421052632,
71
+ 0.9444444444444444,
72
+ 0.4,
73
+ 0.4262295081967213,
74
+ 0.7483870967741936,
75
+ 0.3870967741935484,
76
+ 0.038461538461538464,
77
+ 0.9656699889258029,
78
+ 0.5486381322957199,
79
+ 0.13636363636363635
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 21193,
84
+ 0,
85
+ 2,
86
+ 40,
87
+ 34,
88
+ 2,
89
+ 3,
90
+ 143,
91
+ 2,
92
+ 3,
93
+ 0,
94
+ 2,
95
+ 0,
96
+ 3,
97
+ 9,
98
+ 22,
99
+ 0,
100
+ 40,
101
+ 202,
102
+ 4
103
+ ],
104
+ [
105
+ 3,
106
+ 3,
107
+ 0,
108
+ 0,
109
+ 29,
110
+ 0,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 10,
128
+ 0,
129
+ 72,
130
+ 8,
131
+ 22,
132
+ 0,
133
+ 1,
134
+ 1,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 2,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 51,
150
+ 0,
151
+ 1,
152
+ 4250,
153
+ 11,
154
+ 4,
155
+ 0,
156
+ 2,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 10,
161
+ 1,
162
+ 0,
163
+ 1,
164
+ 0,
165
+ 0,
166
+ 7,
167
+ 15,
168
+ 0
169
+ ],
170
+ [
171
+ 40,
172
+ 2,
173
+ 9,
174
+ 5,
175
+ 4566,
176
+ 0,
177
+ 26,
178
+ 0,
179
+ 0,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 3,
184
+ 0,
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 3,
189
+ 8,
190
+ 0
191
+ ],
192
+ [
193
+ 5,
194
+ 0,
195
+ 0,
196
+ 19,
197
+ 1,
198
+ 12,
199
+ 0,
200
+ 1,
201
+ 0,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 0,
209
+ 0,
210
+ 0,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 10,
216
+ 1,
217
+ 6,
218
+ 5,
219
+ 88,
220
+ 1,
221
+ 40,
222
+ 1,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 7,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 0
235
+ ],
236
+ [
237
+ 284,
238
+ 0,
239
+ 2,
240
+ 8,
241
+ 3,
242
+ 0,
243
+ 1,
244
+ 225,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 1,
249
+ 2,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 2,
255
+ 4,
256
+ 0
257
+ ],
258
+ [
259
+ 7,
260
+ 0,
261
+ 0,
262
+ 4,
263
+ 7,
264
+ 1,
265
+ 2,
266
+ 1,
267
+ 5,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 0,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 3,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 4,
286
+ 0,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 0,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 1,
300
+ 0
301
+ ],
302
+ [
303
+ 3,
304
+ 0,
305
+ 0,
306
+ 9,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 119,
314
+ 0,
315
+ 0,
316
+ 2,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 6,
326
+ 0,
327
+ 1,
328
+ 23,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 1,
335
+ 2,
336
+ 561,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 0
345
+ ],
346
+ [
347
+ 12,
348
+ 0,
349
+ 2,
350
+ 0,
351
+ 10,
352
+ 0,
353
+ 9,
354
+ 4,
355
+ 0,
356
+ 2,
357
+ 1,
358
+ 0,
359
+ 30,
360
+ 2,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 8,
370
+ 0,
371
+ 0,
372
+ 1,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 4,
380
+ 0,
381
+ 0,
382
+ 26,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 15,
388
+ 0
389
+ ],
390
+ [
391
+ 13,
392
+ 0,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 1,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 1,
405
+ 116,
406
+ 0,
407
+ 0,
408
+ 4,
409
+ 18,
410
+ 0
411
+ ],
412
+ [
413
+ 41,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 36,
429
+ 0,
430
+ 0,
431
+ 15,
432
+ 1
433
+ ],
434
+ [
435
+ 20,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 2,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 2,
454
+ 0
455
+ ],
456
+ [
457
+ 57,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 4,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 0,
474
+ 3488,
475
+ 57,
476
+ 0
477
+ ],
478
+ [
479
+ 341,
480
+ 0,
481
+ 1,
482
+ 10,
483
+ 3,
484
+ 0,
485
+ 0,
486
+ 2,
487
+ 0,
488
+ 0,
489
+ 0,
490
+ 3,
491
+ 0,
492
+ 4,
493
+ 5,
494
+ 9,
495
+ 2,
496
+ 80,
497
+ 564,
498
+ 4
499
+ ],
500
+ [
501
+ 19,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 3,
517
+ 0,
518
+ 0,
519
+ 16,
520
+ 6
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 424.45474457740784
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_natural_selection.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_xgb_natural_5",
3
+ "group": "combined_xgb_natural",
4
+ "features": "combined",
5
+ "family": "xgb",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "depth": 5,
9
+ "best_round": 259
10
+ },
11
+ "val": {
12
+ "oa": 0.9434736044719588,
13
+ "miou": 0.5052167456759309,
14
+ "mean_recall": 0.5616548561880587,
15
+ "iou": [
16
+ 0.9362106286168662,
17
+ 0.07894736842105263,
18
+ 0.5,
19
+ 0.947180744372632,
20
+ 0.9360393603936039,
21
+ 0.2553191489361702,
22
+ 0.1941747572815534,
23
+ 0.3232758620689655,
24
+ 0.15151515151515152,
25
+ 0.9769696969696969,
26
+ 0.8263888888888888,
27
+ 0.9151712887438825,
28
+ 0.3333333333333333,
29
+ 0.3466666666666667,
30
+ 0.6137566137566137,
31
+ 0.28346456692913385,
32
+ 0.03571428571428571,
33
+ 0.9288948069241012,
34
+ 0.4081041968162084,
35
+ 0.11320754716981132
36
+ ],
37
+ "precision": [
38
+ 0.9578324143541534,
39
+ 0.5,
40
+ 0.75,
41
+ 0.969434306569343,
42
+ 0.9554300062774639,
43
+ 0.6,
44
+ 0.4878048780487805,
45
+ 0.5844155844155844,
46
+ 0.625,
47
+ 0.9889570552147239,
48
+ 0.9153846153846154,
49
+ 0.9672413793103448,
50
+ 0.6666666666666666,
51
+ 0.65,
52
+ 0.7733333333333333,
53
+ 0.5142857142857142,
54
+ 0.3333333333333333,
55
+ 0.9606169099421646,
56
+ 0.6143790849673203,
57
+ 0.4
58
+ ],
59
+ "recall": [
60
+ 0.9764559528197567,
61
+ 0.08571428571428572,
62
+ 0.6,
63
+ 0.976338157592465,
64
+ 0.9787781350482315,
65
+ 0.3076923076923077,
66
+ 0.24390243902439024,
67
+ 0.4197761194029851,
68
+ 0.16666666666666666,
69
+ 0.9877450980392157,
70
+ 0.8947368421052632,
71
+ 0.9444444444444444,
72
+ 0.4,
73
+ 0.4262295081967213,
74
+ 0.7483870967741936,
75
+ 0.3870967741935484,
76
+ 0.038461538461538464,
77
+ 0.9656699889258029,
78
+ 0.5486381322957199,
79
+ 0.13636363636363635
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 21193,
84
+ 0,
85
+ 2,
86
+ 40,
87
+ 34,
88
+ 2,
89
+ 3,
90
+ 143,
91
+ 2,
92
+ 3,
93
+ 0,
94
+ 2,
95
+ 0,
96
+ 3,
97
+ 9,
98
+ 22,
99
+ 0,
100
+ 40,
101
+ 202,
102
+ 4
103
+ ],
104
+ [
105
+ 3,
106
+ 3,
107
+ 0,
108
+ 0,
109
+ 29,
110
+ 0,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 10,
128
+ 0,
129
+ 72,
130
+ 8,
131
+ 22,
132
+ 0,
133
+ 1,
134
+ 1,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 2,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 51,
150
+ 0,
151
+ 1,
152
+ 4250,
153
+ 11,
154
+ 4,
155
+ 0,
156
+ 2,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 10,
161
+ 1,
162
+ 0,
163
+ 1,
164
+ 0,
165
+ 0,
166
+ 7,
167
+ 15,
168
+ 0
169
+ ],
170
+ [
171
+ 40,
172
+ 2,
173
+ 9,
174
+ 5,
175
+ 4566,
176
+ 0,
177
+ 26,
178
+ 0,
179
+ 0,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 3,
184
+ 0,
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 3,
189
+ 8,
190
+ 0
191
+ ],
192
+ [
193
+ 5,
194
+ 0,
195
+ 0,
196
+ 19,
197
+ 1,
198
+ 12,
199
+ 0,
200
+ 1,
201
+ 0,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 0,
209
+ 0,
210
+ 0,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 10,
216
+ 1,
217
+ 6,
218
+ 5,
219
+ 88,
220
+ 1,
221
+ 40,
222
+ 1,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 7,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 0
235
+ ],
236
+ [
237
+ 284,
238
+ 0,
239
+ 2,
240
+ 8,
241
+ 3,
242
+ 0,
243
+ 1,
244
+ 225,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 1,
249
+ 2,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 2,
255
+ 4,
256
+ 0
257
+ ],
258
+ [
259
+ 7,
260
+ 0,
261
+ 0,
262
+ 4,
263
+ 7,
264
+ 1,
265
+ 2,
266
+ 1,
267
+ 5,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 0,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 3,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 4,
286
+ 0,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 0,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 1,
300
+ 0
301
+ ],
302
+ [
303
+ 3,
304
+ 0,
305
+ 0,
306
+ 9,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 119,
314
+ 0,
315
+ 0,
316
+ 2,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 6,
326
+ 0,
327
+ 1,
328
+ 23,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 1,
335
+ 2,
336
+ 561,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 0
345
+ ],
346
+ [
347
+ 12,
348
+ 0,
349
+ 2,
350
+ 0,
351
+ 10,
352
+ 0,
353
+ 9,
354
+ 4,
355
+ 0,
356
+ 2,
357
+ 1,
358
+ 0,
359
+ 30,
360
+ 2,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 8,
370
+ 0,
371
+ 0,
372
+ 1,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 4,
380
+ 0,
381
+ 0,
382
+ 26,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 15,
388
+ 0
389
+ ],
390
+ [
391
+ 13,
392
+ 0,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 1,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 1,
405
+ 116,
406
+ 0,
407
+ 0,
408
+ 4,
409
+ 18,
410
+ 0
411
+ ],
412
+ [
413
+ 41,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 36,
429
+ 0,
430
+ 0,
431
+ 15,
432
+ 1
433
+ ],
434
+ [
435
+ 20,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 2,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 2,
454
+ 0
455
+ ],
456
+ [
457
+ 57,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 4,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 0,
474
+ 3488,
475
+ 57,
476
+ 0
477
+ ],
478
+ [
479
+ 341,
480
+ 0,
481
+ 1,
482
+ 10,
483
+ 3,
484
+ 0,
485
+ 0,
486
+ 2,
487
+ 0,
488
+ 0,
489
+ 0,
490
+ 3,
491
+ 0,
492
+ 4,
493
+ 5,
494
+ 9,
495
+ 2,
496
+ 80,
497
+ 564,
498
+ 4
499
+ ],
500
+ [
501
+ 19,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 3,
517
+ 0,
518
+ 0,
519
+ 16,
520
+ 6
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 424.45474457740784
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_3.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_xgb_sqrt_3",
3
+ "group": "combined_xgb_sqrt",
4
+ "features": "combined",
5
+ "family": "xgb",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "depth": 3,
9
+ "best_round": 298
10
+ },
11
+ "val": {
12
+ "oa": 0.9287934592377818,
13
+ "miou": 0.5119986659716881,
14
+ "mean_recall": 0.6134548059323446,
15
+ "iou": [
16
+ 0.9169624803414963,
17
+ 0.09302325581395349,
18
+ 0.5031847133757962,
19
+ 0.9506365870002234,
20
+ 0.9253547193090684,
21
+ 0.3404255319148936,
22
+ 0.21299638989169675,
23
+ 0.3029229406554473,
24
+ 0.2,
25
+ 0.9746070133010882,
26
+ 0.8531468531468531,
27
+ 0.9145161290322581,
28
+ 0.32989690721649484,
29
+ 0.3717948717948718,
30
+ 0.5792079207920792,
31
+ 0.27979274611398963,
32
+ 0.05714285714285714,
33
+ 0.925246076084065,
34
+ 0.39482961222091656,
35
+ 0.11428571428571428
36
+ ],
37
+ "precision": [
38
+ 0.9737093234087222,
39
+ 0.3333333333333333,
40
+ 0.6810344827586207,
41
+ 0.971689497716895,
42
+ 0.9578544061302682,
43
+ 0.6666666666666666,
44
+ 0.3430232558139535,
45
+ 0.3657754010695187,
46
+ 0.5833333333333334,
47
+ 0.9865361077111383,
48
+ 0.9242424242424242,
49
+ 0.9561551433389545,
50
+ 0.5925925925925926,
51
+ 0.6304347826086957,
52
+ 0.7134146341463414,
53
+ 0.35064935064935066,
54
+ 0.18181818181818182,
55
+ 0.9594482758620689,
56
+ 0.49925705794947994,
57
+ 0.23529411764705882
58
+ ],
59
+ "recall": [
60
+ 0.9402414301511243,
61
+ 0.11428571428571428,
62
+ 0.6583333333333333,
63
+ 0.9777165173443602,
64
+ 0.9646302250803859,
65
+ 0.41025641025641024,
66
+ 0.3597560975609756,
67
+ 0.6380597014925373,
68
+ 0.23333333333333334,
69
+ 0.9877450980392157,
70
+ 0.9172932330827067,
71
+ 0.9545454545454546,
72
+ 0.4266666666666667,
73
+ 0.47540983606557374,
74
+ 0.7548387096774194,
75
+ 0.5806451612903226,
76
+ 0.07692307692307693,
77
+ 0.9629014396456257,
78
+ 0.6536964980544747,
79
+ 0.18181818181818182
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 20407,
84
+ 0,
85
+ 7,
86
+ 44,
87
+ 43,
88
+ 3,
89
+ 8,
90
+ 558,
91
+ 2,
92
+ 5,
93
+ 2,
94
+ 4,
95
+ 5,
96
+ 2,
97
+ 13,
98
+ 76,
99
+ 4,
100
+ 42,
101
+ 465,
102
+ 14
103
+ ],
104
+ [
105
+ 3,
106
+ 4,
107
+ 0,
108
+ 0,
109
+ 27,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 9,
128
+ 0,
129
+ 79,
130
+ 5,
131
+ 19,
132
+ 0,
133
+ 0,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 2,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 34,
150
+ 0,
151
+ 1,
152
+ 4256,
153
+ 13,
154
+ 2,
155
+ 1,
156
+ 6,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 12,
161
+ 0,
162
+ 0,
163
+ 1,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 21,
168
+ 0
169
+ ],
170
+ [
171
+ 28,
172
+ 7,
173
+ 12,
174
+ 4,
175
+ 4500,
176
+ 0,
177
+ 90,
178
+ 2,
179
+ 1,
180
+ 1,
181
+ 0,
182
+ 1,
183
+ 3,
184
+ 1,
185
+ 1,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 12,
190
+ 0
191
+ ],
192
+ [
193
+ 2,
194
+ 0,
195
+ 0,
196
+ 15,
197
+ 1,
198
+ 16,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 5,
216
+ 1,
217
+ 9,
218
+ 5,
219
+ 69,
220
+ 1,
221
+ 59,
222
+ 0,
223
+ 0,
224
+ 1,
225
+ 0,
226
+ 1,
227
+ 8,
228
+ 1,
229
+ 3,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 1,
234
+ 0
235
+ ],
236
+ [
237
+ 164,
238
+ 0,
239
+ 3,
240
+ 7,
241
+ 3,
242
+ 0,
243
+ 1,
244
+ 342,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 1,
249
+ 3,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 3,
255
+ 5,
256
+ 0
257
+ ],
258
+ [
259
+ 3,
260
+ 0,
261
+ 0,
262
+ 4,
263
+ 6,
264
+ 1,
265
+ 3,
266
+ 2,
267
+ 7,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 1,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 2,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 1,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 1,
293
+ 1,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 2,
304
+ 0,
305
+ 0,
306
+ 6,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 2,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 2,
326
+ 0,
327
+ 0,
328
+ 18,
329
+ 0,
330
+ 0,
331
+ 1,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 567,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 0
345
+ ],
346
+ [
347
+ 10,
348
+ 0,
349
+ 2,
350
+ 0,
351
+ 9,
352
+ 0,
353
+ 8,
354
+ 5,
355
+ 0,
356
+ 2,
357
+ 0,
358
+ 0,
359
+ 32,
360
+ 3,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 4,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 3,
370
+ 0,
371
+ 1,
372
+ 2,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 1,
377
+ 0,
378
+ 0,
379
+ 3,
380
+ 0,
381
+ 0,
382
+ 29,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 0,
387
+ 16,
388
+ 0
389
+ ],
390
+ [
391
+ 5,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 2,
399
+ 1,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 117,
406
+ 0,
407
+ 1,
408
+ 4,
409
+ 21,
410
+ 0
411
+ ],
412
+ [
413
+ 18,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 54,
429
+ 0,
430
+ 0,
431
+ 17,
432
+ 4
433
+ ],
434
+ [
435
+ 14,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 4,
450
+ 0,
451
+ 2,
452
+ 1,
453
+ 5,
454
+ 0
455
+ ],
456
+ [
457
+ 24,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 2,
462
+ 0,
463
+ 0,
464
+ 10,
465
+ 0,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 1,
474
+ 3478,
475
+ 93,
476
+ 0
477
+ ],
478
+ [
479
+ 212,
480
+ 0,
481
+ 2,
482
+ 11,
483
+ 3,
484
+ 1,
485
+ 0,
486
+ 2,
487
+ 0,
488
+ 0,
489
+ 0,
490
+ 3,
491
+ 0,
492
+ 5,
493
+ 9,
494
+ 17,
495
+ 2,
496
+ 81,
497
+ 672,
498
+ 8
499
+ ],
500
+ [
501
+ 11,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 1,
518
+ 1,
519
+ 16,
520
+ 8
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 308.28598952293396
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_5.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_xgb_sqrt_5",
3
+ "group": "combined_xgb_sqrt",
4
+ "features": "combined",
5
+ "family": "xgb",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "depth": 5,
9
+ "best_round": 199
10
+ },
11
+ "val": {
12
+ "oa": 0.9327638899772746,
13
+ "miou": 0.5072949595966524,
14
+ "mean_recall": 0.5973363971619507,
15
+ "iou": [
16
+ 0.9217523877853011,
17
+ 0.075,
18
+ 0.5032679738562091,
19
+ 0.9495535714285714,
20
+ 0.9304615384615385,
21
+ 0.32653061224489793,
22
+ 0.21008403361344538,
23
+ 0.3107074569789675,
24
+ 0.2222222222222222,
25
+ 0.9745762711864406,
26
+ 0.8344827586206897,
27
+ 0.9158576051779935,
28
+ 0.2978723404255319,
29
+ 0.34210526315789475,
30
+ 0.5829145728643216,
31
+ 0.28735632183908044,
32
+ 0.030303030303030304,
33
+ 0.9288758657432072,
34
+ 0.4096676737160121,
35
+ 0.09230769230769231
36
+ ],
37
+ "precision": [
38
+ 0.9717770529002978,
39
+ 0.375,
40
+ 0.7,
41
+ 0.9710111846610363,
42
+ 0.9557522123893806,
43
+ 0.6153846153846154,
44
+ 0.4032258064516129,
45
+ 0.38922155688622756,
46
+ 0.5714285714285714,
47
+ 0.9877300613496932,
48
+ 0.9097744360902256,
49
+ 0.9593220338983051,
50
+ 0.5957446808510638,
51
+ 0.6341463414634146,
52
+ 0.725,
53
+ 0.3816793893129771,
54
+ 0.125,
55
+ 0.9608707632956738,
56
+ 0.5195402298850574,
57
+ 0.2222222222222222
58
+ ],
59
+ "recall": [
60
+ 0.9471065241430151,
61
+ 0.08571428571428572,
62
+ 0.6416666666666667,
63
+ 0.9772570640937285,
64
+ 0.9723472668810289,
65
+ 0.41025641025641024,
66
+ 0.3048780487804878,
67
+ 0.6063432835820896,
68
+ 0.26666666666666666,
69
+ 0.9865196078431373,
70
+ 0.9097744360902256,
71
+ 0.9528619528619529,
72
+ 0.37333333333333335,
73
+ 0.4262295081967213,
74
+ 0.7483870967741936,
75
+ 0.5376344086021505,
76
+ 0.038461538461538464,
77
+ 0.9653931339977851,
78
+ 0.6595330739299611,
79
+ 0.13636363636363635
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 20556,
84
+ 0,
85
+ 5,
86
+ 47,
87
+ 39,
88
+ 2,
89
+ 4,
90
+ 478,
91
+ 3,
92
+ 4,
93
+ 1,
94
+ 3,
95
+ 4,
96
+ 2,
97
+ 13,
98
+ 59,
99
+ 4,
100
+ 43,
101
+ 427,
102
+ 10
103
+ ],
104
+ [
105
+ 2,
106
+ 3,
107
+ 0,
108
+ 0,
109
+ 29,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 8,
128
+ 0,
129
+ 77,
130
+ 5,
131
+ 21,
132
+ 0,
133
+ 1,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 1,
140
+ 2,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 38,
150
+ 0,
151
+ 1,
152
+ 4254,
153
+ 15,
154
+ 5,
155
+ 0,
156
+ 5,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 0,
162
+ 0,
163
+ 1,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 17,
168
+ 0
169
+ ],
170
+ [
171
+ 27,
172
+ 4,
173
+ 11,
174
+ 4,
175
+ 4536,
176
+ 0,
177
+ 59,
178
+ 1,
179
+ 1,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 3,
184
+ 0,
185
+ 1,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 13,
190
+ 0
191
+ ],
192
+ [
193
+ 2,
194
+ 0,
195
+ 0,
196
+ 16,
197
+ 1,
198
+ 16,
199
+ 0,
200
+ 1,
201
+ 0,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 7,
216
+ 1,
217
+ 9,
218
+ 3,
219
+ 74,
220
+ 1,
221
+ 50,
222
+ 2,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 8,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 4,
234
+ 0
235
+ ],
236
+ [
237
+ 180,
238
+ 0,
239
+ 2,
240
+ 7,
241
+ 4,
242
+ 0,
243
+ 1,
244
+ 325,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 2,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 3,
255
+ 6,
256
+ 0
257
+ ],
258
+ [
259
+ 4,
260
+ 0,
261
+ 0,
262
+ 2,
263
+ 7,
264
+ 1,
265
+ 1,
266
+ 2,
267
+ 8,
268
+ 0,
269
+ 1,
270
+ 0,
271
+ 0,
272
+ 1,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 3,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 1,
289
+ 0,
290
+ 805,
291
+ 1,
292
+ 1,
293
+ 1,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 2,
304
+ 0,
305
+ 0,
306
+ 7,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 121,
314
+ 2,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 3,
326
+ 0,
327
+ 0,
328
+ 19,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 566,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 0
345
+ ],
346
+ [
347
+ 10,
348
+ 0,
349
+ 3,
350
+ 1,
351
+ 11,
352
+ 0,
353
+ 7,
354
+ 6,
355
+ 0,
356
+ 2,
357
+ 0,
358
+ 0,
359
+ 28,
360
+ 3,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 4,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 3,
370
+ 0,
371
+ 1,
372
+ 3,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 4,
380
+ 0,
381
+ 0,
382
+ 26,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 17,
388
+ 0
389
+ ],
390
+ [
391
+ 8,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 1,
396
+ 0,
397
+ 0,
398
+ 1,
399
+ 1,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 116,
406
+ 0,
407
+ 1,
408
+ 4,
409
+ 19,
410
+ 0
411
+ ],
412
+ [
413
+ 23,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 50,
429
+ 0,
430
+ 0,
431
+ 17,
432
+ 3
433
+ ],
434
+ [
435
+ 17,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 3,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 4,
454
+ 0
455
+ ],
456
+ [
457
+ 28,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 2,
462
+ 0,
463
+ 0,
464
+ 7,
465
+ 0,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 0,
474
+ 3487,
475
+ 84,
476
+ 0
477
+ ],
478
+ [
479
+ 218,
480
+ 0,
481
+ 1,
482
+ 10,
483
+ 3,
484
+ 1,
485
+ 0,
486
+ 2,
487
+ 1,
488
+ 0,
489
+ 0,
490
+ 2,
491
+ 0,
492
+ 3,
493
+ 8,
494
+ 16,
495
+ 2,
496
+ 75,
497
+ 678,
498
+ 8
499
+ ],
500
+ [
501
+ 14,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 1,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 6,
517
+ 0,
518
+ 0,
519
+ 17,
520
+ 6
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 365.2817876338959
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/combined_xgb_sqrt_selection.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "combined_xgb_sqrt_3",
3
+ "group": "combined_xgb_sqrt",
4
+ "features": "combined",
5
+ "family": "xgb",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "depth": 3,
9
+ "best_round": 298
10
+ },
11
+ "val": {
12
+ "oa": 0.9287934592377818,
13
+ "miou": 0.5119986659716881,
14
+ "mean_recall": 0.6134548059323446,
15
+ "iou": [
16
+ 0.9169624803414963,
17
+ 0.09302325581395349,
18
+ 0.5031847133757962,
19
+ 0.9506365870002234,
20
+ 0.9253547193090684,
21
+ 0.3404255319148936,
22
+ 0.21299638989169675,
23
+ 0.3029229406554473,
24
+ 0.2,
25
+ 0.9746070133010882,
26
+ 0.8531468531468531,
27
+ 0.9145161290322581,
28
+ 0.32989690721649484,
29
+ 0.3717948717948718,
30
+ 0.5792079207920792,
31
+ 0.27979274611398963,
32
+ 0.05714285714285714,
33
+ 0.925246076084065,
34
+ 0.39482961222091656,
35
+ 0.11428571428571428
36
+ ],
37
+ "precision": [
38
+ 0.9737093234087222,
39
+ 0.3333333333333333,
40
+ 0.6810344827586207,
41
+ 0.971689497716895,
42
+ 0.9578544061302682,
43
+ 0.6666666666666666,
44
+ 0.3430232558139535,
45
+ 0.3657754010695187,
46
+ 0.5833333333333334,
47
+ 0.9865361077111383,
48
+ 0.9242424242424242,
49
+ 0.9561551433389545,
50
+ 0.5925925925925926,
51
+ 0.6304347826086957,
52
+ 0.7134146341463414,
53
+ 0.35064935064935066,
54
+ 0.18181818181818182,
55
+ 0.9594482758620689,
56
+ 0.49925705794947994,
57
+ 0.23529411764705882
58
+ ],
59
+ "recall": [
60
+ 0.9402414301511243,
61
+ 0.11428571428571428,
62
+ 0.6583333333333333,
63
+ 0.9777165173443602,
64
+ 0.9646302250803859,
65
+ 0.41025641025641024,
66
+ 0.3597560975609756,
67
+ 0.6380597014925373,
68
+ 0.23333333333333334,
69
+ 0.9877450980392157,
70
+ 0.9172932330827067,
71
+ 0.9545454545454546,
72
+ 0.4266666666666667,
73
+ 0.47540983606557374,
74
+ 0.7548387096774194,
75
+ 0.5806451612903226,
76
+ 0.07692307692307693,
77
+ 0.9629014396456257,
78
+ 0.6536964980544747,
79
+ 0.18181818181818182
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 20407,
84
+ 0,
85
+ 7,
86
+ 44,
87
+ 43,
88
+ 3,
89
+ 8,
90
+ 558,
91
+ 2,
92
+ 5,
93
+ 2,
94
+ 4,
95
+ 5,
96
+ 2,
97
+ 13,
98
+ 76,
99
+ 4,
100
+ 42,
101
+ 465,
102
+ 14
103
+ ],
104
+ [
105
+ 3,
106
+ 4,
107
+ 0,
108
+ 0,
109
+ 27,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 9,
128
+ 0,
129
+ 79,
130
+ 5,
131
+ 19,
132
+ 0,
133
+ 0,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 2,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 34,
150
+ 0,
151
+ 1,
152
+ 4256,
153
+ 13,
154
+ 2,
155
+ 1,
156
+ 6,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 12,
161
+ 0,
162
+ 0,
163
+ 1,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 21,
168
+ 0
169
+ ],
170
+ [
171
+ 28,
172
+ 7,
173
+ 12,
174
+ 4,
175
+ 4500,
176
+ 0,
177
+ 90,
178
+ 2,
179
+ 1,
180
+ 1,
181
+ 0,
182
+ 1,
183
+ 3,
184
+ 1,
185
+ 1,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 12,
190
+ 0
191
+ ],
192
+ [
193
+ 2,
194
+ 0,
195
+ 0,
196
+ 15,
197
+ 1,
198
+ 16,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 5,
216
+ 1,
217
+ 9,
218
+ 5,
219
+ 69,
220
+ 1,
221
+ 59,
222
+ 0,
223
+ 0,
224
+ 1,
225
+ 0,
226
+ 1,
227
+ 8,
228
+ 1,
229
+ 3,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 1,
234
+ 0
235
+ ],
236
+ [
237
+ 164,
238
+ 0,
239
+ 3,
240
+ 7,
241
+ 3,
242
+ 0,
243
+ 1,
244
+ 342,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 1,
249
+ 3,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 3,
255
+ 5,
256
+ 0
257
+ ],
258
+ [
259
+ 3,
260
+ 0,
261
+ 0,
262
+ 4,
263
+ 6,
264
+ 1,
265
+ 3,
266
+ 2,
267
+ 7,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 1,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 2,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 1,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 1,
293
+ 1,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 2,
304
+ 0,
305
+ 0,
306
+ 6,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 2,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 2,
326
+ 0,
327
+ 0,
328
+ 18,
329
+ 0,
330
+ 0,
331
+ 1,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 567,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 0
345
+ ],
346
+ [
347
+ 10,
348
+ 0,
349
+ 2,
350
+ 0,
351
+ 9,
352
+ 0,
353
+ 8,
354
+ 5,
355
+ 0,
356
+ 2,
357
+ 0,
358
+ 0,
359
+ 32,
360
+ 3,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 4,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 3,
370
+ 0,
371
+ 1,
372
+ 2,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 1,
377
+ 0,
378
+ 0,
379
+ 3,
380
+ 0,
381
+ 0,
382
+ 29,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 0,
387
+ 16,
388
+ 0
389
+ ],
390
+ [
391
+ 5,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 2,
399
+ 1,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 117,
406
+ 0,
407
+ 1,
408
+ 4,
409
+ 21,
410
+ 0
411
+ ],
412
+ [
413
+ 18,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 54,
429
+ 0,
430
+ 0,
431
+ 17,
432
+ 4
433
+ ],
434
+ [
435
+ 14,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 4,
450
+ 0,
451
+ 2,
452
+ 1,
453
+ 5,
454
+ 0
455
+ ],
456
+ [
457
+ 24,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 2,
462
+ 0,
463
+ 0,
464
+ 10,
465
+ 0,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 1,
474
+ 3478,
475
+ 93,
476
+ 0
477
+ ],
478
+ [
479
+ 212,
480
+ 0,
481
+ 2,
482
+ 11,
483
+ 3,
484
+ 1,
485
+ 0,
486
+ 2,
487
+ 0,
488
+ 0,
489
+ 0,
490
+ 3,
491
+ 0,
492
+ 5,
493
+ 9,
494
+ 17,
495
+ 2,
496
+ 81,
497
+ 672,
498
+ 8
499
+ ],
500
+ [
501
+ 11,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 1,
518
+ 1,
519
+ 16,
520
+ 8
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 308.28598952293396
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.01.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_logistic_natural_0.01",
3
+ "group": "embedding_logistic_natural",
4
+ "features": "embedding",
5
+ "family": "logistic",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 86
11
+ },
12
+ "val": {
13
+ "oa": 0.9428728156100619,
14
+ "miou": 0.5063161757146722,
15
+ "mean_recall": 0.5694000261917662,
16
+ "iou": [
17
+ 0.9358860983374602,
18
+ 0.10810810810810811,
19
+ 0.5,
20
+ 0.952050190454851,
21
+ 0.9357685204186332,
22
+ 0.2608695652173913,
23
+ 0.17289719626168223,
24
+ 0.3181169757489301,
25
+ 0.2,
26
+ 0.9781553398058253,
27
+ 0.8333333333333334,
28
+ 0.9192245557350566,
29
+ 0.3707865168539326,
30
+ 0.3625,
31
+ 0.5858585858585859,
32
+ 0.2536231884057971,
33
+ 0.034482758620689655,
34
+ 0.9268680445151033,
35
+ 0.4008714596949891,
36
+ 0.07692307692307693
37
+ ],
38
+ "precision": [
39
+ 0.9586919104991394,
40
+ 0.6666666666666666,
41
+ 0.7254901960784313,
42
+ 0.9747648543243863,
43
+ 0.9563758389261745,
44
+ 0.631578947368421,
45
+ 0.42528735632183906,
46
+ 0.5747422680412371,
47
+ 0.5833333333333334,
48
+ 0.9901719901719902,
49
+ 0.916030534351145,
50
+ 0.9579124579124579,
51
+ 0.7021276595744681,
52
+ 0.6041666666666666,
53
+ 0.7295597484276729,
54
+ 0.4375,
55
+ 0.25,
56
+ 0.9557377049180328,
57
+ 0.6126526082130965,
58
+ 0.19230769230769232
59
+ ],
60
+ "recall": [
61
+ 0.9752119424990785,
62
+ 0.11428571428571428,
63
+ 0.6166666666666667,
64
+ 0.976108430967149,
65
+ 0.977491961414791,
66
+ 0.3076923076923077,
67
+ 0.22560975609756098,
68
+ 0.416044776119403,
69
+ 0.23333333333333334,
70
+ 0.9877450980392157,
71
+ 0.9022556390977443,
72
+ 0.9579124579124579,
73
+ 0.44,
74
+ 0.47540983606557374,
75
+ 0.7483870967741936,
76
+ 0.3763440860215054,
77
+ 0.038461538461538464,
78
+ 0.96843853820598,
79
+ 0.5369649805447471,
80
+ 0.11363636363636363
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 21166,
85
+ 0,
86
+ 4,
87
+ 34,
88
+ 31,
89
+ 2,
90
+ 3,
91
+ 143,
92
+ 4,
93
+ 2,
94
+ 1,
95
+ 1,
96
+ 2,
97
+ 3,
98
+ 8,
99
+ 29,
100
+ 1,
101
+ 44,
102
+ 216,
103
+ 10
104
+ ],
105
+ [
106
+ 2,
107
+ 4,
108
+ 0,
109
+ 0,
110
+ 28,
111
+ 0,
112
+ 1,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 12,
129
+ 0,
130
+ 74,
131
+ 6,
132
+ 23,
133
+ 0,
134
+ 1,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 0,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 48,
151
+ 0,
152
+ 0,
153
+ 4249,
154
+ 10,
155
+ 2,
156
+ 0,
157
+ 2,
158
+ 0,
159
+ 0,
160
+ 1,
161
+ 13,
162
+ 0,
163
+ 2,
164
+ 2,
165
+ 0,
166
+ 0,
167
+ 8,
168
+ 16,
169
+ 0
170
+ ],
171
+ [
172
+ 36,
173
+ 1,
174
+ 7,
175
+ 3,
176
+ 4560,
177
+ 1,
178
+ 35,
179
+ 4,
180
+ 0,
181
+ 2,
182
+ 0,
183
+ 1,
184
+ 2,
185
+ 1,
186
+ 1,
187
+ 0,
188
+ 0,
189
+ 3,
190
+ 8,
191
+ 0
192
+ ],
193
+ [
194
+ 6,
195
+ 0,
196
+ 0,
197
+ 16,
198
+ 1,
199
+ 12,
200
+ 0,
201
+ 1,
202
+ 1,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 9,
217
+ 1,
218
+ 9,
219
+ 5,
220
+ 89,
221
+ 1,
222
+ 37,
223
+ 0,
224
+ 0,
225
+ 0,
226
+ 0,
227
+ 1,
228
+ 9,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 1,
235
+ 0
236
+ ],
237
+ [
238
+ 288,
239
+ 0,
240
+ 2,
241
+ 9,
242
+ 3,
243
+ 0,
244
+ 2,
245
+ 223,
246
+ 0,
247
+ 1,
248
+ 0,
249
+ 3,
250
+ 1,
251
+ 0,
252
+ 0,
253
+ 0,
254
+ 0,
255
+ 3,
256
+ 1,
257
+ 0
258
+ ],
259
+ [
260
+ 5,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 8,
265
+ 1,
266
+ 0,
267
+ 3,
268
+ 7,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 0,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 3,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 3,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 120,
315
+ 3,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 5,
327
+ 0,
328
+ 1,
329
+ 15,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 0,
335
+ 1,
336
+ 2,
337
+ 569,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 10,
349
+ 0,
350
+ 3,
351
+ 1,
352
+ 8,
353
+ 0,
354
+ 8,
355
+ 4,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 33,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 7,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 2,
381
+ 0,
382
+ 0,
383
+ 29,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 3,
388
+ 12,
389
+ 0
390
+ ],
391
+ [
392
+ 13,
393
+ 0,
394
+ 0,
395
+ 1,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 1,
404
+ 0,
405
+ 4,
406
+ 116,
407
+ 0,
408
+ 0,
409
+ 5,
410
+ 14,
411
+ 0
412
+ ],
413
+ [
414
+ 42,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 35,
430
+ 0,
431
+ 0,
432
+ 13,
433
+ 3
434
+ ],
435
+ [
436
+ 19,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 1,
453
+ 1,
454
+ 0,
455
+ 0
456
+ ],
457
+ [
458
+ 55,
459
+ 0,
460
+ 0,
461
+ 0,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 5,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 5,
473
+ 0,
474
+ 0,
475
+ 3498,
476
+ 48,
477
+ 0
478
+ ],
479
+ [
480
+ 334,
481
+ 0,
482
+ 2,
483
+ 9,
484
+ 3,
485
+ 0,
486
+ 0,
487
+ 1,
488
+ 0,
489
+ 0,
490
+ 0,
491
+ 2,
492
+ 0,
493
+ 5,
494
+ 9,
495
+ 10,
496
+ 2,
497
+ 91,
498
+ 552,
499
+ 8
500
+ ],
501
+ [
502
+ 16,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 6,
518
+ 0,
519
+ 0,
520
+ 17,
521
+ 5
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 3.374387741088867
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_0.1.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_logistic_natural_0.1",
3
+ "group": "embedding_logistic_natural",
4
+ "features": "embedding",
5
+ "family": "logistic",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "C": 0.1,
9
+ "converged": true,
10
+ "iterations": 120
11
+ },
12
+ "val": {
13
+ "oa": 0.9418540866703237,
14
+ "miou": 0.5097984310729964,
15
+ "mean_recall": 0.5796828094341018,
16
+ "iou": [
17
+ 0.9350201265094882,
18
+ 0.1282051282051282,
19
+ 0.4868421052631579,
20
+ 0.9494180841539839,
21
+ 0.9325404962066844,
22
+ 0.25,
23
+ 0.18141592920353983,
24
+ 0.30995792426367463,
25
+ 0.1794871794871795,
26
+ 0.9769696969696969,
27
+ 0.8344827586206897,
28
+ 0.9189627228525121,
29
+ 0.3804347826086957,
30
+ 0.3974358974358974,
31
+ 0.5888324873096447,
32
+ 0.2608695652173913,
33
+ 0.05405405405405406,
34
+ 0.9286854709952103,
35
+ 0.4037626628075253,
36
+ 0.09859154929577464
37
+ ],
38
+ "precision": [
39
+ 0.9590308969647475,
40
+ 0.5555555555555556,
41
+ 0.6981132075471698,
42
+ 0.9736056919899013,
43
+ 0.9554621848739496,
44
+ 0.5714285714285714,
45
+ 0.39805825242718446,
46
+ 0.5552763819095478,
47
+ 0.4375,
48
+ 0.9889570552147239,
49
+ 0.9097744360902256,
50
+ 0.9610169491525423,
51
+ 0.6730769230769231,
52
+ 0.6458333333333334,
53
+ 0.7341772151898734,
54
+ 0.4444444444444444,
55
+ 0.15384615384615385,
56
+ 0.9598459845984598,
57
+ 0.6118421052631579,
58
+ 0.20588235294117646
59
+ ],
60
+ "recall": [
61
+ 0.9739218577220788,
62
+ 0.14285714285714285,
63
+ 0.6166666666666667,
64
+ 0.974500344589938,
65
+ 0.97491961414791,
66
+ 0.3076923076923077,
67
+ 0.25,
68
+ 0.4123134328358209,
69
+ 0.23333333333333334,
70
+ 0.9877450980392157,
71
+ 0.9097744360902256,
72
+ 0.9545454545454546,
73
+ 0.4666666666666667,
74
+ 0.5081967213114754,
75
+ 0.7483870967741936,
76
+ 0.3870967741935484,
77
+ 0.07692307692307693,
78
+ 0.9662236987818383,
79
+ 0.5428015564202334,
80
+ 0.1590909090909091
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 21138,
85
+ 0,
86
+ 7,
87
+ 37,
88
+ 36,
89
+ 3,
90
+ 4,
91
+ 154,
92
+ 4,
93
+ 2,
94
+ 2,
95
+ 1,
96
+ 2,
97
+ 1,
98
+ 12,
99
+ 29,
100
+ 6,
101
+ 40,
102
+ 214,
103
+ 12
104
+ ],
105
+ [
106
+ 2,
107
+ 5,
108
+ 0,
109
+ 0,
110
+ 28,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 12,
129
+ 0,
130
+ 74,
131
+ 5,
132
+ 23,
133
+ 0,
134
+ 2,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 0,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 51,
151
+ 0,
152
+ 1,
153
+ 4242,
154
+ 10,
155
+ 3,
156
+ 1,
157
+ 3,
158
+ 0,
159
+ 0,
160
+ 2,
161
+ 12,
162
+ 0,
163
+ 2,
164
+ 2,
165
+ 0,
166
+ 0,
167
+ 6,
168
+ 18,
169
+ 0
170
+ ],
171
+ [
172
+ 36,
173
+ 2,
174
+ 8,
175
+ 4,
176
+ 4548,
177
+ 1,
178
+ 43,
179
+ 4,
180
+ 0,
181
+ 3,
182
+ 0,
183
+ 1,
184
+ 2,
185
+ 2,
186
+ 0,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 9,
191
+ 0
192
+ ],
193
+ [
194
+ 4,
195
+ 0,
196
+ 0,
197
+ 16,
198
+ 1,
199
+ 12,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 8,
217
+ 1,
218
+ 9,
219
+ 3,
220
+ 86,
221
+ 1,
222
+ 41,
223
+ 2,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 8,
229
+ 0,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 288,
239
+ 0,
240
+ 1,
241
+ 7,
242
+ 4,
243
+ 0,
244
+ 3,
245
+ 221,
246
+ 0,
247
+ 1,
248
+ 0,
249
+ 3,
250
+ 1,
251
+ 1,
252
+ 0,
253
+ 0,
254
+ 0,
255
+ 4,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 5,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 8,
265
+ 1,
266
+ 0,
267
+ 2,
268
+ 7,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 1,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 3,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 3,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 6,
327
+ 0,
328
+ 1,
329
+ 17,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 567,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 7,
349
+ 0,
350
+ 3,
351
+ 2,
352
+ 8,
353
+ 0,
354
+ 8,
355
+ 4,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 35,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 6,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 2,
381
+ 0,
382
+ 1,
383
+ 31,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 12,
389
+ 0
390
+ ],
391
+ [
392
+ 13,
393
+ 0,
394
+ 0,
395
+ 1,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 1,
404
+ 1,
405
+ 3,
406
+ 116,
407
+ 0,
408
+ 0,
409
+ 5,
410
+ 14,
411
+ 0
412
+ ],
413
+ [
414
+ 41,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 36,
430
+ 0,
431
+ 0,
432
+ 10,
433
+ 6
434
+ ],
435
+ [
436
+ 18,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 2,
453
+ 1,
454
+ 1,
455
+ 0
456
+ ],
457
+ [
458
+ 57,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 3,
466
+ 2,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 3,
473
+ 0,
474
+ 1,
475
+ 3490,
476
+ 54,
477
+ 0
478
+ ],
479
+ [
480
+ 328,
481
+ 1,
482
+ 2,
483
+ 11,
484
+ 4,
485
+ 0,
486
+ 1,
487
+ 2,
488
+ 0,
489
+ 0,
490
+ 0,
491
+ 2,
492
+ 1,
493
+ 4,
494
+ 9,
495
+ 9,
496
+ 4,
497
+ 83,
498
+ 558,
499
+ 9
500
+ ],
501
+ [
502
+ 16,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 7,
518
+ 0,
519
+ 0,
520
+ 14,
521
+ 7
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 5.710860967636108
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_natural_selection.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_logistic_natural_0.1",
3
+ "group": "embedding_logistic_natural",
4
+ "features": "embedding",
5
+ "family": "logistic",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "C": 0.1,
9
+ "converged": true,
10
+ "iterations": 120
11
+ },
12
+ "val": {
13
+ "oa": 0.9418540866703237,
14
+ "miou": 0.5097984310729964,
15
+ "mean_recall": 0.5796828094341018,
16
+ "iou": [
17
+ 0.9350201265094882,
18
+ 0.1282051282051282,
19
+ 0.4868421052631579,
20
+ 0.9494180841539839,
21
+ 0.9325404962066844,
22
+ 0.25,
23
+ 0.18141592920353983,
24
+ 0.30995792426367463,
25
+ 0.1794871794871795,
26
+ 0.9769696969696969,
27
+ 0.8344827586206897,
28
+ 0.9189627228525121,
29
+ 0.3804347826086957,
30
+ 0.3974358974358974,
31
+ 0.5888324873096447,
32
+ 0.2608695652173913,
33
+ 0.05405405405405406,
34
+ 0.9286854709952103,
35
+ 0.4037626628075253,
36
+ 0.09859154929577464
37
+ ],
38
+ "precision": [
39
+ 0.9590308969647475,
40
+ 0.5555555555555556,
41
+ 0.6981132075471698,
42
+ 0.9736056919899013,
43
+ 0.9554621848739496,
44
+ 0.5714285714285714,
45
+ 0.39805825242718446,
46
+ 0.5552763819095478,
47
+ 0.4375,
48
+ 0.9889570552147239,
49
+ 0.9097744360902256,
50
+ 0.9610169491525423,
51
+ 0.6730769230769231,
52
+ 0.6458333333333334,
53
+ 0.7341772151898734,
54
+ 0.4444444444444444,
55
+ 0.15384615384615385,
56
+ 0.9598459845984598,
57
+ 0.6118421052631579,
58
+ 0.20588235294117646
59
+ ],
60
+ "recall": [
61
+ 0.9739218577220788,
62
+ 0.14285714285714285,
63
+ 0.6166666666666667,
64
+ 0.974500344589938,
65
+ 0.97491961414791,
66
+ 0.3076923076923077,
67
+ 0.25,
68
+ 0.4123134328358209,
69
+ 0.23333333333333334,
70
+ 0.9877450980392157,
71
+ 0.9097744360902256,
72
+ 0.9545454545454546,
73
+ 0.4666666666666667,
74
+ 0.5081967213114754,
75
+ 0.7483870967741936,
76
+ 0.3870967741935484,
77
+ 0.07692307692307693,
78
+ 0.9662236987818383,
79
+ 0.5428015564202334,
80
+ 0.1590909090909091
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 21138,
85
+ 0,
86
+ 7,
87
+ 37,
88
+ 36,
89
+ 3,
90
+ 4,
91
+ 154,
92
+ 4,
93
+ 2,
94
+ 2,
95
+ 1,
96
+ 2,
97
+ 1,
98
+ 12,
99
+ 29,
100
+ 6,
101
+ 40,
102
+ 214,
103
+ 12
104
+ ],
105
+ [
106
+ 2,
107
+ 5,
108
+ 0,
109
+ 0,
110
+ 28,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 12,
129
+ 0,
130
+ 74,
131
+ 5,
132
+ 23,
133
+ 0,
134
+ 2,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 0,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 1,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 51,
151
+ 0,
152
+ 1,
153
+ 4242,
154
+ 10,
155
+ 3,
156
+ 1,
157
+ 3,
158
+ 0,
159
+ 0,
160
+ 2,
161
+ 12,
162
+ 0,
163
+ 2,
164
+ 2,
165
+ 0,
166
+ 0,
167
+ 6,
168
+ 18,
169
+ 0
170
+ ],
171
+ [
172
+ 36,
173
+ 2,
174
+ 8,
175
+ 4,
176
+ 4548,
177
+ 1,
178
+ 43,
179
+ 4,
180
+ 0,
181
+ 3,
182
+ 0,
183
+ 1,
184
+ 2,
185
+ 2,
186
+ 0,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 9,
191
+ 0
192
+ ],
193
+ [
194
+ 4,
195
+ 0,
196
+ 0,
197
+ 16,
198
+ 1,
199
+ 12,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 8,
217
+ 1,
218
+ 9,
219
+ 3,
220
+ 86,
221
+ 1,
222
+ 41,
223
+ 2,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 8,
229
+ 0,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 288,
239
+ 0,
240
+ 1,
241
+ 7,
242
+ 4,
243
+ 0,
244
+ 3,
245
+ 221,
246
+ 0,
247
+ 1,
248
+ 0,
249
+ 3,
250
+ 1,
251
+ 1,
252
+ 0,
253
+ 0,
254
+ 0,
255
+ 4,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 5,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 8,
265
+ 1,
266
+ 0,
267
+ 2,
268
+ 7,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 1,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 3,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 3,
287
+ 0,
288
+ 0,
289
+ 1,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 2,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 6,
327
+ 0,
328
+ 1,
329
+ 17,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 0,
334
+ 0,
335
+ 1,
336
+ 1,
337
+ 567,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 7,
349
+ 0,
350
+ 3,
351
+ 2,
352
+ 8,
353
+ 0,
354
+ 8,
355
+ 4,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 35,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 6,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 2,
381
+ 0,
382
+ 1,
383
+ 31,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 12,
389
+ 0
390
+ ],
391
+ [
392
+ 13,
393
+ 0,
394
+ 0,
395
+ 1,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 0,
401
+ 0,
402
+ 1,
403
+ 1,
404
+ 1,
405
+ 3,
406
+ 116,
407
+ 0,
408
+ 0,
409
+ 5,
410
+ 14,
411
+ 0
412
+ ],
413
+ [
414
+ 41,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 36,
430
+ 0,
431
+ 0,
432
+ 10,
433
+ 6
434
+ ],
435
+ [
436
+ 18,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 2,
453
+ 1,
454
+ 1,
455
+ 0
456
+ ],
457
+ [
458
+ 57,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 1,
463
+ 0,
464
+ 0,
465
+ 3,
466
+ 2,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 0,
472
+ 3,
473
+ 0,
474
+ 1,
475
+ 3490,
476
+ 54,
477
+ 0
478
+ ],
479
+ [
480
+ 328,
481
+ 1,
482
+ 2,
483
+ 11,
484
+ 4,
485
+ 0,
486
+ 1,
487
+ 2,
488
+ 0,
489
+ 0,
490
+ 0,
491
+ 2,
492
+ 1,
493
+ 4,
494
+ 9,
495
+ 9,
496
+ 4,
497
+ 83,
498
+ 558,
499
+ 9
500
+ ],
501
+ [
502
+ 16,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 7,
518
+ 0,
519
+ 0,
520
+ 14,
521
+ 7
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 5.710860967636108
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.01.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_logistic_sqrt_0.01",
3
+ "group": "embedding_logistic_sqrt",
4
+ "features": "embedding",
5
+ "family": "logistic",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 120
11
+ },
12
+ "val": {
13
+ "oa": 0.9239087845780112,
14
+ "miou": 0.504803402690675,
15
+ "mean_recall": 0.648754957259099,
16
+ "iou": [
17
+ 0.9128417638845097,
18
+ 0.09722222222222222,
19
+ 0.46808510638297873,
20
+ 0.952124072825354,
21
+ 0.9147880041365046,
22
+ 0.27586206896551724,
23
+ 0.19626168224299065,
24
+ 0.2977291841883936,
25
+ 0.17647058823529413,
26
+ 0.9746070133010882,
27
+ 0.7973856209150327,
28
+ 0.9196141479099679,
29
+ 0.37142857142857144,
30
+ 0.38823529411764707,
31
+ 0.5627906976744186,
32
+ 0.2545454545454545,
33
+ 0.07936507936507936,
34
+ 0.9276368491321763,
35
+ 0.39315230224321135,
36
+ 0.13592233009708737
37
+ ],
38
+ "precision": [
39
+ 0.9760631893271685,
40
+ 0.1590909090909091,
41
+ 0.5641025641025641,
42
+ 0.9778393351800554,
43
+ 0.9629871543653385,
44
+ 0.45714285714285713,
45
+ 0.2863636363636364,
46
+ 0.3515392254220457,
47
+ 0.3,
48
+ 0.9865361077111383,
49
+ 0.8591549295774648,
50
+ 0.9533333333333334,
51
+ 0.5652173913043478,
52
+ 0.5789473684210527,
53
+ 0.6685082872928176,
54
+ 0.30601092896174864,
55
+ 0.11904761904761904,
56
+ 0.963127252564458,
57
+ 0.5,
58
+ 0.1917808219178082
59
+ ],
60
+ "recall": [
61
+ 0.9337449318098047,
62
+ 0.2,
63
+ 0.7333333333333333,
64
+ 0.9731219848380427,
65
+ 0.9481243301178992,
66
+ 0.41025641025641024,
67
+ 0.38414634146341464,
68
+ 0.6604477611940298,
69
+ 0.3,
70
+ 0.9877450980392157,
71
+ 0.9172932330827067,
72
+ 0.9629629629629629,
73
+ 0.52,
74
+ 0.5409836065573771,
75
+ 0.7806451612903226,
76
+ 0.6021505376344086,
77
+ 0.19230769230769232,
78
+ 0.9617940199335548,
79
+ 0.6478599221789884,
80
+ 0.3181818181818182
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 20266,
85
+ 1,
86
+ 16,
87
+ 34,
88
+ 34,
89
+ 4,
90
+ 11,
91
+ 614,
92
+ 11,
93
+ 4,
94
+ 2,
95
+ 1,
96
+ 6,
97
+ 4,
98
+ 25,
99
+ 102,
100
+ 22,
101
+ 37,
102
+ 483,
103
+ 27
104
+ ],
105
+ [
106
+ 2,
107
+ 7,
108
+ 0,
109
+ 0,
110
+ 24,
111
+ 0,
112
+ 2,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 6,
129
+ 0,
130
+ 88,
131
+ 5,
132
+ 14,
133
+ 0,
134
+ 1,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 0,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 3,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 29,
151
+ 0,
152
+ 4,
153
+ 4236,
154
+ 14,
155
+ 10,
156
+ 2,
157
+ 8,
158
+ 1,
159
+ 0,
160
+ 3,
161
+ 14,
162
+ 0,
163
+ 2,
164
+ 2,
165
+ 0,
166
+ 0,
167
+ 5,
168
+ 23,
169
+ 0
170
+ ],
171
+ [
172
+ 25,
173
+ 34,
174
+ 20,
175
+ 4,
176
+ 4423,
177
+ 1,
178
+ 126,
179
+ 4,
180
+ 3,
181
+ 3,
182
+ 0,
183
+ 1,
184
+ 6,
185
+ 2,
186
+ 0,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 11,
191
+ 0
192
+ ],
193
+ [
194
+ 3,
195
+ 0,
196
+ 0,
197
+ 13,
198
+ 1,
199
+ 16,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 5,
217
+ 1,
218
+ 14,
219
+ 2,
220
+ 59,
221
+ 1,
222
+ 63,
223
+ 1,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 11,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 154,
239
+ 0,
240
+ 2,
241
+ 7,
242
+ 4,
243
+ 0,
244
+ 3,
245
+ 354,
246
+ 0,
247
+ 1,
248
+ 1,
249
+ 4,
250
+ 1,
251
+ 1,
252
+ 0,
253
+ 0,
254
+ 0,
255
+ 1,
256
+ 3,
257
+ 0
258
+ ],
259
+ [
260
+ 3,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 6,
265
+ 1,
266
+ 2,
267
+ 2,
268
+ 9,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 1,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 0,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 4,
287
+ 0,
288
+ 0,
289
+ 3,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 1,
305
+ 0,
306
+ 1,
307
+ 5,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 122,
315
+ 3,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 3,
327
+ 0,
328
+ 2,
329
+ 11,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 1,
334
+ 0,
335
+ 1,
336
+ 3,
337
+ 572,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 4,
349
+ 0,
350
+ 5,
351
+ 0,
352
+ 5,
353
+ 0,
354
+ 8,
355
+ 6,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 39,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 3,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 2,
381
+ 0,
382
+ 1,
383
+ 33,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 13,
389
+ 0
390
+ ],
391
+ [
392
+ 5,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 1,
401
+ 0,
402
+ 2,
403
+ 1,
404
+ 1,
405
+ 3,
406
+ 121,
407
+ 0,
408
+ 1,
409
+ 4,
410
+ 16,
411
+ 0
412
+ ],
413
+ [
414
+ 15,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 56,
430
+ 1,
431
+ 0,
432
+ 11,
433
+ 10
434
+ ],
435
+ [
436
+ 11,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 5,
453
+ 1,
454
+ 3,
455
+ 1
456
+ ],
457
+ [
458
+ 25,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 3,
463
+ 0,
464
+ 1,
465
+ 9,
466
+ 2,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 1,
471
+ 0,
472
+ 5,
473
+ 0,
474
+ 4,
475
+ 3474,
476
+ 87,
477
+ 0
478
+ ],
479
+ [
480
+ 191,
481
+ 1,
482
+ 4,
483
+ 10,
484
+ 2,
485
+ 2,
486
+ 1,
487
+ 3,
488
+ 0,
489
+ 0,
490
+ 2,
491
+ 3,
492
+ 2,
493
+ 8,
494
+ 10,
495
+ 17,
496
+ 9,
497
+ 76,
498
+ 666,
499
+ 21
500
+ ],
501
+ [
502
+ 12,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 8,
518
+ 0,
519
+ 0,
520
+ 10,
521
+ 14
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 5.21626091003418
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_0.1.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_logistic_sqrt_0.1",
3
+ "group": "embedding_logistic_sqrt",
4
+ "features": "embedding",
5
+ "family": "logistic",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "C": 0.1,
9
+ "converged": true,
10
+ "iterations": 212
11
+ },
12
+ "val": {
13
+ "oa": 0.9229945406577332,
14
+ "miou": 0.4992847633268204,
15
+ "mean_recall": 0.6374337001088323,
16
+ "iou": [
17
+ 0.912695198235903,
18
+ 0.08433734939759036,
19
+ 0.46153846153846156,
20
+ 0.94609707000671,
21
+ 0.9098987394089688,
22
+ 0.24561403508771928,
23
+ 0.18209876543209877,
24
+ 0.2948609941027801,
25
+ 0.1836734693877551,
26
+ 0.9769975786924939,
27
+ 0.7960526315789473,
28
+ 0.9074960127591707,
29
+ 0.3619047619047619,
30
+ 0.3764705882352941,
31
+ 0.5660377358490566,
32
+ 0.2465753424657534,
33
+ 0.06779661016949153,
34
+ 0.9250666666666667,
35
+ 0.39762611275964393,
36
+ 0.14285714285714285
37
+ ],
38
+ "precision": [
39
+ 0.9751418405615925,
40
+ 0.12727272727272726,
41
+ 0.5753424657534246,
42
+ 0.9728610855565777,
43
+ 0.9619838322045008,
44
+ 0.4375,
45
+ 0.2694063926940639,
46
+ 0.34965034965034963,
47
+ 0.32142857142857145,
48
+ 0.9877600979192166,
49
+ 0.8642857142857143,
50
+ 0.9451827242524917,
51
+ 0.5588235294117647,
52
+ 0.5714285714285714,
53
+ 0.6779661016949152,
54
+ 0.3,
55
+ 0.10810810810810811,
56
+ 0.9617410590518436,
57
+ 0.5048982667671439,
58
+ 0.20588235294117646
59
+ ],
60
+ "recall": [
61
+ 0.9344360486546259,
62
+ 0.2,
63
+ 0.7,
64
+ 0.9717436250861475,
65
+ 0.9438370846730976,
66
+ 0.358974358974359,
67
+ 0.3597560975609756,
68
+ 0.6529850746268657,
69
+ 0.3,
70
+ 0.9889705882352942,
71
+ 0.9097744360902256,
72
+ 0.9579124579124579,
73
+ 0.5066666666666667,
74
+ 0.5245901639344263,
75
+ 0.7741935483870968,
76
+ 0.5806451612903226,
77
+ 0.15384615384615385,
78
+ 0.9604097452934662,
79
+ 0.6517509727626459,
80
+ 0.3181818181818182
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 20281,
85
+ 1,
86
+ 15,
87
+ 45,
88
+ 36,
89
+ 6,
90
+ 6,
91
+ 609,
92
+ 8,
93
+ 1,
94
+ 3,
95
+ 5,
96
+ 9,
97
+ 1,
98
+ 25,
99
+ 101,
100
+ 21,
101
+ 44,
102
+ 463,
103
+ 24
104
+ ],
105
+ [
106
+ 2,
107
+ 7,
108
+ 0,
109
+ 0,
110
+ 23,
111
+ 0,
112
+ 3,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 7,
129
+ 2,
130
+ 84,
131
+ 4,
132
+ 15,
133
+ 0,
134
+ 3,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 0,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 2,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 36,
151
+ 0,
152
+ 3,
153
+ 4230,
154
+ 9,
155
+ 8,
156
+ 1,
157
+ 11,
158
+ 1,
159
+ 0,
160
+ 4,
161
+ 15,
162
+ 0,
163
+ 3,
164
+ 3,
165
+ 1,
166
+ 0,
167
+ 5,
168
+ 23,
169
+ 0
170
+ ],
171
+ [
172
+ 27,
173
+ 43,
174
+ 18,
175
+ 5,
176
+ 4403,
177
+ 1,
178
+ 133,
179
+ 3,
180
+ 4,
181
+ 5,
182
+ 0,
183
+ 2,
184
+ 6,
185
+ 2,
186
+ 0,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 11,
191
+ 0
192
+ ],
193
+ [
194
+ 2,
195
+ 0,
196
+ 0,
197
+ 16,
198
+ 1,
199
+ 14,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 5,
217
+ 1,
218
+ 11,
219
+ 2,
220
+ 68,
221
+ 1,
222
+ 59,
223
+ 2,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 8,
229
+ 1,
230
+ 1,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 156,
239
+ 0,
240
+ 2,
241
+ 7,
242
+ 5,
243
+ 0,
244
+ 3,
245
+ 350,
246
+ 0,
247
+ 1,
248
+ 1,
249
+ 4,
250
+ 1,
251
+ 1,
252
+ 0,
253
+ 0,
254
+ 0,
255
+ 3,
256
+ 2,
257
+ 0
258
+ ],
259
+ [
260
+ 4,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 7,
265
+ 1,
266
+ 1,
267
+ 2,
268
+ 9,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 1,
273
+ 1,
274
+ 2,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 1,
283
+ 1,
284
+ 0,
285
+ 1,
286
+ 2,
287
+ 0,
288
+ 0,
289
+ 2,
290
+ 0,
291
+ 807,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 1,
305
+ 0,
306
+ 0,
307
+ 7,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 1,
312
+ 0,
313
+ 0,
314
+ 121,
315
+ 2,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 3,
327
+ 0,
328
+ 3,
329
+ 14,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 1,
334
+ 0,
335
+ 1,
336
+ 2,
337
+ 569,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 4,
349
+ 0,
350
+ 6,
351
+ 1,
352
+ 5,
353
+ 0,
354
+ 8,
355
+ 5,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 38,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 3,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 2,
381
+ 0,
382
+ 1,
383
+ 32,
384
+ 7,
385
+ 0,
386
+ 0,
387
+ 0,
388
+ 14,
389
+ 0
390
+ ],
391
+ [
392
+ 5,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 1,
400
+ 0,
401
+ 0,
402
+ 2,
403
+ 1,
404
+ 1,
405
+ 5,
406
+ 120,
407
+ 0,
408
+ 0,
409
+ 4,
410
+ 16,
411
+ 0
412
+ ],
413
+ [
414
+ 17,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 54,
430
+ 0,
431
+ 0,
432
+ 13,
433
+ 9
434
+ ],
435
+ [
436
+ 12,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 4,
453
+ 1,
454
+ 4,
455
+ 1
456
+ ],
457
+ [
458
+ 29,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 1,
465
+ 8,
466
+ 2,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 1,
471
+ 0,
472
+ 3,
473
+ 0,
474
+ 3,
475
+ 3469,
476
+ 95,
477
+ 0
478
+ ],
479
+ [
480
+ 191,
481
+ 0,
482
+ 4,
483
+ 12,
484
+ 3,
485
+ 1,
486
+ 1,
487
+ 4,
488
+ 1,
489
+ 0,
490
+ 1,
491
+ 3,
492
+ 2,
493
+ 6,
494
+ 10,
495
+ 16,
496
+ 9,
497
+ 74,
498
+ 670,
499
+ 20
500
+ ],
501
+ [
502
+ 12,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 8,
518
+ 0,
519
+ 0,
520
+ 10,
521
+ 14
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 8.905064582824707
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_logistic_sqrt_selection.json ADDED
@@ -0,0 +1,526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_logistic_sqrt_0.01",
3
+ "group": "embedding_logistic_sqrt",
4
+ "features": "embedding",
5
+ "family": "logistic",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "C": 0.01,
9
+ "converged": true,
10
+ "iterations": 120
11
+ },
12
+ "val": {
13
+ "oa": 0.9239087845780112,
14
+ "miou": 0.504803402690675,
15
+ "mean_recall": 0.648754957259099,
16
+ "iou": [
17
+ 0.9128417638845097,
18
+ 0.09722222222222222,
19
+ 0.46808510638297873,
20
+ 0.952124072825354,
21
+ 0.9147880041365046,
22
+ 0.27586206896551724,
23
+ 0.19626168224299065,
24
+ 0.2977291841883936,
25
+ 0.17647058823529413,
26
+ 0.9746070133010882,
27
+ 0.7973856209150327,
28
+ 0.9196141479099679,
29
+ 0.37142857142857144,
30
+ 0.38823529411764707,
31
+ 0.5627906976744186,
32
+ 0.2545454545454545,
33
+ 0.07936507936507936,
34
+ 0.9276368491321763,
35
+ 0.39315230224321135,
36
+ 0.13592233009708737
37
+ ],
38
+ "precision": [
39
+ 0.9760631893271685,
40
+ 0.1590909090909091,
41
+ 0.5641025641025641,
42
+ 0.9778393351800554,
43
+ 0.9629871543653385,
44
+ 0.45714285714285713,
45
+ 0.2863636363636364,
46
+ 0.3515392254220457,
47
+ 0.3,
48
+ 0.9865361077111383,
49
+ 0.8591549295774648,
50
+ 0.9533333333333334,
51
+ 0.5652173913043478,
52
+ 0.5789473684210527,
53
+ 0.6685082872928176,
54
+ 0.30601092896174864,
55
+ 0.11904761904761904,
56
+ 0.963127252564458,
57
+ 0.5,
58
+ 0.1917808219178082
59
+ ],
60
+ "recall": [
61
+ 0.9337449318098047,
62
+ 0.2,
63
+ 0.7333333333333333,
64
+ 0.9731219848380427,
65
+ 0.9481243301178992,
66
+ 0.41025641025641024,
67
+ 0.38414634146341464,
68
+ 0.6604477611940298,
69
+ 0.3,
70
+ 0.9877450980392157,
71
+ 0.9172932330827067,
72
+ 0.9629629629629629,
73
+ 0.52,
74
+ 0.5409836065573771,
75
+ 0.7806451612903226,
76
+ 0.6021505376344086,
77
+ 0.19230769230769232,
78
+ 0.9617940199335548,
79
+ 0.6478599221789884,
80
+ 0.3181818181818182
81
+ ],
82
+ "confusion": [
83
+ [
84
+ 20266,
85
+ 1,
86
+ 16,
87
+ 34,
88
+ 34,
89
+ 4,
90
+ 11,
91
+ 614,
92
+ 11,
93
+ 4,
94
+ 2,
95
+ 1,
96
+ 6,
97
+ 4,
98
+ 25,
99
+ 102,
100
+ 22,
101
+ 37,
102
+ 483,
103
+ 27
104
+ ],
105
+ [
106
+ 2,
107
+ 7,
108
+ 0,
109
+ 0,
110
+ 24,
111
+ 0,
112
+ 2,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0,
125
+ 0
126
+ ],
127
+ [
128
+ 6,
129
+ 0,
130
+ 88,
131
+ 5,
132
+ 14,
133
+ 0,
134
+ 1,
135
+ 1,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 0,
141
+ 1,
142
+ 1,
143
+ 0,
144
+ 0,
145
+ 3,
146
+ 0,
147
+ 0
148
+ ],
149
+ [
150
+ 29,
151
+ 0,
152
+ 4,
153
+ 4236,
154
+ 14,
155
+ 10,
156
+ 2,
157
+ 8,
158
+ 1,
159
+ 0,
160
+ 3,
161
+ 14,
162
+ 0,
163
+ 2,
164
+ 2,
165
+ 0,
166
+ 0,
167
+ 5,
168
+ 23,
169
+ 0
170
+ ],
171
+ [
172
+ 25,
173
+ 34,
174
+ 20,
175
+ 4,
176
+ 4423,
177
+ 1,
178
+ 126,
179
+ 4,
180
+ 3,
181
+ 3,
182
+ 0,
183
+ 1,
184
+ 6,
185
+ 2,
186
+ 0,
187
+ 0,
188
+ 0,
189
+ 2,
190
+ 11,
191
+ 0
192
+ ],
193
+ [
194
+ 3,
195
+ 0,
196
+ 0,
197
+ 13,
198
+ 1,
199
+ 16,
200
+ 0,
201
+ 1,
202
+ 3,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 1,
209
+ 0,
210
+ 0,
211
+ 0,
212
+ 1,
213
+ 0
214
+ ],
215
+ [
216
+ 5,
217
+ 1,
218
+ 14,
219
+ 2,
220
+ 59,
221
+ 1,
222
+ 63,
223
+ 1,
224
+ 0,
225
+ 0,
226
+ 1,
227
+ 1,
228
+ 11,
229
+ 0,
230
+ 2,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 3,
235
+ 0
236
+ ],
237
+ [
238
+ 154,
239
+ 0,
240
+ 2,
241
+ 7,
242
+ 4,
243
+ 0,
244
+ 3,
245
+ 354,
246
+ 0,
247
+ 1,
248
+ 1,
249
+ 4,
250
+ 1,
251
+ 1,
252
+ 0,
253
+ 0,
254
+ 0,
255
+ 1,
256
+ 3,
257
+ 0
258
+ ],
259
+ [
260
+ 3,
261
+ 0,
262
+ 0,
263
+ 1,
264
+ 6,
265
+ 1,
266
+ 2,
267
+ 2,
268
+ 9,
269
+ 0,
270
+ 1,
271
+ 0,
272
+ 1,
273
+ 0,
274
+ 4,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0,
279
+ 0
280
+ ],
281
+ [
282
+ 0,
283
+ 0,
284
+ 0,
285
+ 1,
286
+ 4,
287
+ 0,
288
+ 0,
289
+ 3,
290
+ 0,
291
+ 806,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 1,
301
+ 0
302
+ ],
303
+ [
304
+ 1,
305
+ 0,
306
+ 1,
307
+ 5,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 0,
314
+ 122,
315
+ 3,
316
+ 0,
317
+ 1,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0,
323
+ 0
324
+ ],
325
+ [
326
+ 3,
327
+ 0,
328
+ 2,
329
+ 11,
330
+ 0,
331
+ 0,
332
+ 0,
333
+ 1,
334
+ 0,
335
+ 1,
336
+ 3,
337
+ 572,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 0,
344
+ 1,
345
+ 0
346
+ ],
347
+ [
348
+ 4,
349
+ 0,
350
+ 5,
351
+ 0,
352
+ 5,
353
+ 0,
354
+ 8,
355
+ 6,
356
+ 0,
357
+ 2,
358
+ 1,
359
+ 0,
360
+ 39,
361
+ 2,
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 3,
366
+ 0,
367
+ 0
368
+ ],
369
+ [
370
+ 3,
371
+ 0,
372
+ 0,
373
+ 2,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 0,
380
+ 2,
381
+ 0,
382
+ 1,
383
+ 33,
384
+ 6,
385
+ 0,
386
+ 0,
387
+ 1,
388
+ 13,
389
+ 0
390
+ ],
391
+ [
392
+ 5,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 1,
401
+ 0,
402
+ 2,
403
+ 1,
404
+ 1,
405
+ 3,
406
+ 121,
407
+ 0,
408
+ 1,
409
+ 4,
410
+ 16,
411
+ 0
412
+ ],
413
+ [
414
+ 15,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 0,
429
+ 56,
430
+ 1,
431
+ 0,
432
+ 11,
433
+ 10
434
+ ],
435
+ [
436
+ 11,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 1,
447
+ 0,
448
+ 0,
449
+ 0,
450
+ 4,
451
+ 0,
452
+ 5,
453
+ 1,
454
+ 3,
455
+ 1
456
+ ],
457
+ [
458
+ 25,
459
+ 0,
460
+ 0,
461
+ 1,
462
+ 3,
463
+ 0,
464
+ 1,
465
+ 9,
466
+ 2,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 1,
471
+ 0,
472
+ 5,
473
+ 0,
474
+ 4,
475
+ 3474,
476
+ 87,
477
+ 0
478
+ ],
479
+ [
480
+ 191,
481
+ 1,
482
+ 4,
483
+ 10,
484
+ 2,
485
+ 2,
486
+ 1,
487
+ 3,
488
+ 0,
489
+ 0,
490
+ 2,
491
+ 3,
492
+ 2,
493
+ 8,
494
+ 10,
495
+ 17,
496
+ 9,
497
+ 76,
498
+ 666,
499
+ 21
500
+ ],
501
+ [
502
+ 12,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 0,
517
+ 8,
518
+ 0,
519
+ 0,
520
+ 10,
521
+ 14
522
+ ]
523
+ ]
524
+ },
525
+ "seconds": 5.21626091003418
526
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_3.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_xgb_natural_3",
3
+ "group": "embedding_xgb_natural",
4
+ "features": "embedding",
5
+ "family": "xgb",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "depth": 3,
9
+ "best_round": 291
10
+ },
11
+ "val": {
12
+ "oa": 0.9424026330224904,
13
+ "miou": 0.5017116886782602,
14
+ "mean_recall": 0.5628527468138705,
15
+ "iou": [
16
+ 0.9362341912089855,
17
+ 0.10526315789473684,
18
+ 0.5208333333333334,
19
+ 0.9482604817127565,
20
+ 0.931175747644408,
21
+ 0.2653061224489796,
22
+ 0.16055045871559634,
23
+ 0.32471264367816094,
24
+ 0.15151515151515152,
25
+ 0.9793689320388349,
26
+ 0.8356164383561644,
27
+ 0.9119086460032626,
28
+ 0.3191489361702128,
29
+ 0.34210526315789475,
30
+ 0.5947368421052631,
31
+ 0.2446043165467626,
32
+ 0.03571428571428571,
33
+ 0.9269588313413014,
34
+ 0.40344580043072503,
35
+ 0.0967741935483871
36
+ ],
37
+ "precision": [
38
+ 0.9587899646771125,
39
+ 0.5714285714285714,
40
+ 0.7575757575757576,
41
+ 0.9701117955738079,
42
+ 0.9544404786899013,
43
+ 0.5652173913043478,
44
+ 0.39325842696629215,
45
+ 0.5854922279792746,
46
+ 0.625,
47
+ 0.9901840490797545,
48
+ 0.9037037037037037,
49
+ 0.967128027681661,
50
+ 0.6122448979591837,
51
+ 0.6341463414634146,
52
+ 0.7635135135135135,
53
+ 0.425,
54
+ 0.3333333333333333,
55
+ 0.9580016469942355,
56
+ 0.6062567421790723,
57
+ 0.25
58
+ ],
59
+ "recall": [
60
+ 0.975488389237007,
61
+ 0.11428571428571428,
62
+ 0.625,
63
+ 0.9767976108430967,
64
+ 0.9744908896034298,
65
+ 0.3333333333333333,
66
+ 0.21341463414634146,
67
+ 0.4216417910447761,
68
+ 0.16666666666666666,
69
+ 0.9889705882352942,
70
+ 0.9172932330827067,
71
+ 0.9410774410774411,
72
+ 0.4,
73
+ 0.4262295081967213,
74
+ 0.7290322580645161,
75
+ 0.3655913978494624,
76
+ 0.038461538461538464,
77
+ 0.9662236987818383,
78
+ 0.546692607003891,
79
+ 0.13636363636363635
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 21172,
84
+ 0,
85
+ 2,
86
+ 39,
87
+ 33,
88
+ 2,
89
+ 2,
90
+ 146,
91
+ 2,
92
+ 2,
93
+ 0,
94
+ 0,
95
+ 2,
96
+ 3,
97
+ 7,
98
+ 29,
99
+ 0,
100
+ 42,
101
+ 212,
102
+ 9
103
+ ],
104
+ [
105
+ 2,
106
+ 4,
107
+ 0,
108
+ 0,
109
+ 29,
110
+ 0,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 12,
128
+ 0,
129
+ 75,
130
+ 6,
131
+ 22,
132
+ 0,
133
+ 0,
134
+ 1,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 1,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 1,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 50,
150
+ 0,
151
+ 0,
152
+ 4252,
153
+ 11,
154
+ 5,
155
+ 0,
156
+ 1,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 10,
161
+ 1,
162
+ 0,
163
+ 2,
164
+ 0,
165
+ 0,
166
+ 5,
167
+ 16,
168
+ 0
169
+ ],
170
+ [
171
+ 38,
172
+ 2,
173
+ 10,
174
+ 3,
175
+ 4546,
176
+ 0,
177
+ 42,
178
+ 0,
179
+ 0,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 4,
184
+ 1,
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 3,
189
+ 13,
190
+ 0
191
+ ],
192
+ [
193
+ 4,
194
+ 0,
195
+ 0,
196
+ 16,
197
+ 1,
198
+ 13,
199
+ 0,
200
+ 1,
201
+ 0,
202
+ 0,
203
+ 1,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 9,
216
+ 1,
217
+ 8,
218
+ 5,
219
+ 90,
220
+ 1,
221
+ 35,
222
+ 1,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 10,
228
+ 1,
229
+ 1,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 0,
234
+ 0
235
+ ],
236
+ [
237
+ 283,
238
+ 0,
239
+ 1,
240
+ 7,
241
+ 4,
242
+ 0,
243
+ 2,
244
+ 226,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 1,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 4,
255
+ 2,
256
+ 0
257
+ ],
258
+ [
259
+ 6,
260
+ 0,
261
+ 0,
262
+ 5,
263
+ 7,
264
+ 1,
265
+ 2,
266
+ 0,
267
+ 5,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 0,
273
+ 4,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 3,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 807,
291
+ 1,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 2,
304
+ 0,
305
+ 0,
306
+ 7,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 1,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 5,
326
+ 0,
327
+ 0,
328
+ 24,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 559,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 0
345
+ ],
346
+ [
347
+ 12,
348
+ 0,
349
+ 2,
350
+ 1,
351
+ 13,
352
+ 0,
353
+ 6,
354
+ 3,
355
+ 0,
356
+ 2,
357
+ 1,
358
+ 0,
359
+ 30,
360
+ 2,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 6,
370
+ 0,
371
+ 0,
372
+ 3,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 3,
380
+ 0,
381
+ 0,
382
+ 26,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 16,
388
+ 0
389
+ ],
390
+ [
391
+ 14,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 1,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 113,
406
+ 0,
407
+ 0,
408
+ 5,
409
+ 17,
410
+ 0
411
+ ],
412
+ [
413
+ 43,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 34,
429
+ 0,
430
+ 0,
431
+ 12,
432
+ 4
433
+ ],
434
+ [
435
+ 20,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 2,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 2,
454
+ 0
455
+ ],
456
+ [
457
+ 53,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 4,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 0,
474
+ 3490,
475
+ 59,
476
+ 0
477
+ ],
478
+ [
479
+ 332,
480
+ 0,
481
+ 1,
482
+ 12,
483
+ 3,
484
+ 1,
485
+ 0,
486
+ 1,
487
+ 0,
488
+ 0,
489
+ 1,
490
+ 2,
491
+ 0,
492
+ 4,
493
+ 6,
494
+ 10,
495
+ 2,
496
+ 86,
497
+ 562,
498
+ 5
499
+ ],
500
+ [
501
+ 16,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 0,
518
+ 1,
519
+ 14,
520
+ 6
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 47.480040311813354
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_5.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_xgb_natural_5",
3
+ "group": "embedding_xgb_natural",
4
+ "features": "embedding",
5
+ "family": "xgb",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "depth": 5,
9
+ "best_round": 216
10
+ },
11
+ "val": {
12
+ "oa": 0.9427683305906016,
13
+ "miou": 0.5022264119790529,
14
+ "mean_recall": 0.5599818063178403,
15
+ "iou": [
16
+ 0.9359642920275765,
17
+ 0.07894736842105263,
18
+ 0.5103448275862069,
19
+ 0.9488953358625307,
20
+ 0.9354111133893788,
21
+ 0.2765957446808511,
22
+ 0.16666666666666666,
23
+ 0.31029619181946405,
24
+ 0.17142857142857143,
25
+ 0.9769696969696969,
26
+ 0.8472222222222222,
27
+ 0.9181669394435352,
28
+ 0.3,
29
+ 0.36486486486486486,
30
+ 0.6129032258064516,
31
+ 0.2357142857142857,
32
+ 0.03571428571428571,
33
+ 0.9271470353629354,
34
+ 0.40794223826714804,
35
+ 0.08333333333333333
36
+ ],
37
+ "precision": [
38
+ 0.9581957200380039,
39
+ 0.5,
40
+ 0.7474747474747475,
41
+ 0.9707762557077626,
42
+ 0.9555927943024717,
43
+ 0.6190476190476191,
44
+ 0.43209876543209874,
45
+ 0.5597964376590331,
46
+ 0.5454545454545454,
47
+ 0.9889570552147239,
48
+ 0.9172932330827067,
49
+ 0.9705882352941176,
50
+ 0.6428571428571429,
51
+ 0.675,
52
+ 0.7862068965517242,
53
+ 0.4125,
54
+ 0.3333333333333333,
55
+ 0.9590209020902091,
56
+ 0.6127982646420824,
57
+ 0.23809523809523808
58
+ ],
59
+ "recall": [
60
+ 0.9758109104312569,
61
+ 0.08571428571428572,
62
+ 0.6166666666666667,
63
+ 0.9767976108430967,
64
+ 0.9779206859592712,
65
+ 0.3333333333333333,
66
+ 0.21341463414634146,
67
+ 0.41044776119402987,
68
+ 0.2,
69
+ 0.9877450980392157,
70
+ 0.9172932330827067,
71
+ 0.9444444444444444,
72
+ 0.36,
73
+ 0.4426229508196721,
74
+ 0.7354838709677419,
75
+ 0.3548387096774194,
76
+ 0.038461538461538464,
77
+ 0.9653931339977851,
78
+ 0.5496108949416343,
79
+ 0.11363636363636363
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 21179,
84
+ 0,
85
+ 2,
86
+ 39,
87
+ 34,
88
+ 2,
89
+ 3,
90
+ 150,
91
+ 3,
92
+ 3,
93
+ 0,
94
+ 0,
95
+ 1,
96
+ 3,
97
+ 7,
98
+ 30,
99
+ 0,
100
+ 40,
101
+ 201,
102
+ 7
103
+ ],
104
+ [
105
+ 3,
106
+ 3,
107
+ 0,
108
+ 0,
109
+ 29,
110
+ 0,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 10,
128
+ 0,
129
+ 74,
130
+ 6,
131
+ 22,
132
+ 0,
133
+ 2,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 49,
150
+ 0,
151
+ 0,
152
+ 4252,
153
+ 11,
154
+ 4,
155
+ 0,
156
+ 2,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 1,
162
+ 0,
163
+ 2,
164
+ 0,
165
+ 0,
166
+ 5,
167
+ 16,
168
+ 0
169
+ ],
170
+ [
171
+ 39,
172
+ 2,
173
+ 8,
174
+ 4,
175
+ 4562,
176
+ 0,
177
+ 29,
178
+ 1,
179
+ 0,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 4,
184
+ 0,
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 11,
190
+ 0
191
+ ],
192
+ [
193
+ 4,
194
+ 0,
195
+ 0,
196
+ 16,
197
+ 1,
198
+ 13,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 1,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 10,
216
+ 1,
217
+ 9,
218
+ 5,
219
+ 88,
220
+ 1,
221
+ 35,
222
+ 2,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 8,
228
+ 0,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 1,
234
+ 0
235
+ ],
236
+ [
237
+ 292,
238
+ 0,
239
+ 2,
240
+ 7,
241
+ 3,
242
+ 0,
243
+ 2,
244
+ 220,
245
+ 0,
246
+ 1,
247
+ 0,
248
+ 1,
249
+ 1,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 3,
255
+ 2,
256
+ 0
257
+ ],
258
+ [
259
+ 6,
260
+ 0,
261
+ 0,
262
+ 4,
263
+ 7,
264
+ 1,
265
+ 2,
266
+ 1,
267
+ 6,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 0,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 4,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 0,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 1,
300
+ 0
301
+ ],
302
+ [
303
+ 2,
304
+ 0,
305
+ 0,
306
+ 7,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 1,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 8,
326
+ 0,
327
+ 0,
328
+ 20,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 2,
336
+ 561,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 1,
343
+ 0,
344
+ 0
345
+ ],
346
+ [
347
+ 11,
348
+ 0,
349
+ 3,
350
+ 1,
351
+ 11,
352
+ 0,
353
+ 8,
354
+ 6,
355
+ 0,
356
+ 2,
357
+ 1,
358
+ 0,
359
+ 27,
360
+ 2,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 5,
370
+ 0,
371
+ 0,
372
+ 3,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 3,
380
+ 0,
381
+ 0,
382
+ 27,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 16,
388
+ 0
389
+ ],
390
+ [
391
+ 13,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 1,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 3,
405
+ 114,
406
+ 0,
407
+ 0,
408
+ 5,
409
+ 16,
410
+ 0
411
+ ],
412
+ [
413
+ 44,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 33,
429
+ 0,
430
+ 0,
431
+ 12,
432
+ 4
433
+ ],
434
+ [
435
+ 20,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 1,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 3,
454
+ 0
455
+ ],
456
+ [
457
+ 55,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 4,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 2,
472
+ 0,
473
+ 0,
474
+ 3487,
475
+ 61,
476
+ 0
477
+ ],
478
+ [
479
+ 333,
480
+ 0,
481
+ 1,
482
+ 13,
483
+ 2,
484
+ 0,
485
+ 0,
486
+ 2,
487
+ 0,
488
+ 0,
489
+ 1,
490
+ 1,
491
+ 0,
492
+ 3,
493
+ 5,
494
+ 10,
495
+ 2,
496
+ 85,
497
+ 565,
498
+ 5
499
+ ],
500
+ [
501
+ 16,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 0,
518
+ 0,
519
+ 16,
520
+ 5
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 52.220154762268066
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_natural_selection.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_xgb_natural_5",
3
+ "group": "embedding_xgb_natural",
4
+ "features": "embedding",
5
+ "family": "xgb",
6
+ "weighting": "natural",
7
+ "detail": {
8
+ "depth": 5,
9
+ "best_round": 216
10
+ },
11
+ "val": {
12
+ "oa": 0.9427683305906016,
13
+ "miou": 0.5022264119790529,
14
+ "mean_recall": 0.5599818063178403,
15
+ "iou": [
16
+ 0.9359642920275765,
17
+ 0.07894736842105263,
18
+ 0.5103448275862069,
19
+ 0.9488953358625307,
20
+ 0.9354111133893788,
21
+ 0.2765957446808511,
22
+ 0.16666666666666666,
23
+ 0.31029619181946405,
24
+ 0.17142857142857143,
25
+ 0.9769696969696969,
26
+ 0.8472222222222222,
27
+ 0.9181669394435352,
28
+ 0.3,
29
+ 0.36486486486486486,
30
+ 0.6129032258064516,
31
+ 0.2357142857142857,
32
+ 0.03571428571428571,
33
+ 0.9271470353629354,
34
+ 0.40794223826714804,
35
+ 0.08333333333333333
36
+ ],
37
+ "precision": [
38
+ 0.9581957200380039,
39
+ 0.5,
40
+ 0.7474747474747475,
41
+ 0.9707762557077626,
42
+ 0.9555927943024717,
43
+ 0.6190476190476191,
44
+ 0.43209876543209874,
45
+ 0.5597964376590331,
46
+ 0.5454545454545454,
47
+ 0.9889570552147239,
48
+ 0.9172932330827067,
49
+ 0.9705882352941176,
50
+ 0.6428571428571429,
51
+ 0.675,
52
+ 0.7862068965517242,
53
+ 0.4125,
54
+ 0.3333333333333333,
55
+ 0.9590209020902091,
56
+ 0.6127982646420824,
57
+ 0.23809523809523808
58
+ ],
59
+ "recall": [
60
+ 0.9758109104312569,
61
+ 0.08571428571428572,
62
+ 0.6166666666666667,
63
+ 0.9767976108430967,
64
+ 0.9779206859592712,
65
+ 0.3333333333333333,
66
+ 0.21341463414634146,
67
+ 0.41044776119402987,
68
+ 0.2,
69
+ 0.9877450980392157,
70
+ 0.9172932330827067,
71
+ 0.9444444444444444,
72
+ 0.36,
73
+ 0.4426229508196721,
74
+ 0.7354838709677419,
75
+ 0.3548387096774194,
76
+ 0.038461538461538464,
77
+ 0.9653931339977851,
78
+ 0.5496108949416343,
79
+ 0.11363636363636363
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 21179,
84
+ 0,
85
+ 2,
86
+ 39,
87
+ 34,
88
+ 2,
89
+ 3,
90
+ 150,
91
+ 3,
92
+ 3,
93
+ 0,
94
+ 0,
95
+ 1,
96
+ 3,
97
+ 7,
98
+ 30,
99
+ 0,
100
+ 40,
101
+ 201,
102
+ 7
103
+ ],
104
+ [
105
+ 3,
106
+ 3,
107
+ 0,
108
+ 0,
109
+ 29,
110
+ 0,
111
+ 0,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 10,
128
+ 0,
129
+ 74,
130
+ 6,
131
+ 22,
132
+ 0,
133
+ 2,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 0,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 49,
150
+ 0,
151
+ 0,
152
+ 4252,
153
+ 11,
154
+ 4,
155
+ 0,
156
+ 2,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 1,
162
+ 0,
163
+ 2,
164
+ 0,
165
+ 0,
166
+ 5,
167
+ 16,
168
+ 0
169
+ ],
170
+ [
171
+ 39,
172
+ 2,
173
+ 8,
174
+ 4,
175
+ 4562,
176
+ 0,
177
+ 29,
178
+ 1,
179
+ 0,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 4,
184
+ 0,
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 11,
190
+ 0
191
+ ],
192
+ [
193
+ 4,
194
+ 0,
195
+ 0,
196
+ 16,
197
+ 1,
198
+ 13,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 1,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 0,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 10,
216
+ 1,
217
+ 9,
218
+ 5,
219
+ 88,
220
+ 1,
221
+ 35,
222
+ 2,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 8,
228
+ 0,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 1,
234
+ 0
235
+ ],
236
+ [
237
+ 292,
238
+ 0,
239
+ 2,
240
+ 7,
241
+ 3,
242
+ 0,
243
+ 2,
244
+ 220,
245
+ 0,
246
+ 1,
247
+ 0,
248
+ 1,
249
+ 1,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 3,
255
+ 2,
256
+ 0
257
+ ],
258
+ [
259
+ 6,
260
+ 0,
261
+ 0,
262
+ 4,
263
+ 7,
264
+ 1,
265
+ 2,
266
+ 1,
267
+ 6,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 0,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 4,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 0,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 0,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 1,
300
+ 0
301
+ ],
302
+ [
303
+ 2,
304
+ 0,
305
+ 0,
306
+ 7,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 1,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 8,
326
+ 0,
327
+ 0,
328
+ 20,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 2,
336
+ 561,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 1,
343
+ 0,
344
+ 0
345
+ ],
346
+ [
347
+ 11,
348
+ 0,
349
+ 3,
350
+ 1,
351
+ 11,
352
+ 0,
353
+ 8,
354
+ 6,
355
+ 0,
356
+ 2,
357
+ 1,
358
+ 0,
359
+ 27,
360
+ 2,
361
+ 0,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 5,
370
+ 0,
371
+ 0,
372
+ 3,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 0,
377
+ 0,
378
+ 0,
379
+ 3,
380
+ 0,
381
+ 0,
382
+ 27,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 16,
388
+ 0
389
+ ],
390
+ [
391
+ 13,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 1,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 3,
405
+ 114,
406
+ 0,
407
+ 0,
408
+ 5,
409
+ 16,
410
+ 0
411
+ ],
412
+ [
413
+ 44,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 33,
429
+ 0,
430
+ 0,
431
+ 12,
432
+ 4
433
+ ],
434
+ [
435
+ 20,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 1,
450
+ 0,
451
+ 1,
452
+ 1,
453
+ 3,
454
+ 0
455
+ ],
456
+ [
457
+ 55,
458
+ 0,
459
+ 0,
460
+ 1,
461
+ 1,
462
+ 0,
463
+ 0,
464
+ 4,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 2,
472
+ 0,
473
+ 0,
474
+ 3487,
475
+ 61,
476
+ 0
477
+ ],
478
+ [
479
+ 333,
480
+ 0,
481
+ 1,
482
+ 13,
483
+ 2,
484
+ 0,
485
+ 0,
486
+ 2,
487
+ 0,
488
+ 0,
489
+ 1,
490
+ 1,
491
+ 0,
492
+ 3,
493
+ 5,
494
+ 10,
495
+ 2,
496
+ 85,
497
+ 565,
498
+ 5
499
+ ],
500
+ [
501
+ 16,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 0,
518
+ 0,
519
+ 16,
520
+ 5
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 52.220154762268066
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_3.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_xgb_sqrt_3",
3
+ "group": "embedding_xgb_sqrt",
4
+ "features": "embedding",
5
+ "family": "xgb",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "depth": 3,
9
+ "best_round": 283
10
+ },
11
+ "val": {
12
+ "oa": 0.9264686675547893,
13
+ "miou": 0.5061117730062372,
14
+ "mean_recall": 0.617804489994762,
15
+ "iou": [
16
+ 0.9151414309484193,
17
+ 0.10416666666666667,
18
+ 0.4550898203592814,
19
+ 0.9492850759606791,
20
+ 0.9173689619732786,
21
+ 0.2909090909090909,
22
+ 0.19601328903654486,
23
+ 0.29648671808054844,
24
+ 0.21621621621621623,
25
+ 0.9746682750301568,
26
+ 0.8531468531468531,
27
+ 0.917741935483871,
28
+ 0.30612244897959184,
29
+ 0.3717948717948718,
30
+ 0.5841584158415841,
31
+ 0.23557692307692307,
32
+ 0.04878048780487805,
33
+ 0.9258864302852573,
34
+ 0.40318772136953956,
35
+ 0.16049382716049382
36
+ ],
37
+ "precision": [
38
+ 0.974476847196284,
39
+ 0.2777777777777778,
40
+ 0.6178861788617886,
41
+ 0.9718664226898445,
42
+ 0.9571091571949388,
43
+ 0.5,
44
+ 0.3010204081632653,
45
+ 0.3541453428863869,
46
+ 0.5333333333333333,
47
+ 0.9841656516443362,
48
+ 0.9242424242424242,
49
+ 0.9563025210084034,
50
+ 0.5660377358490566,
51
+ 0.6304347826086957,
52
+ 0.7151515151515152,
53
+ 0.29878048780487804,
54
+ 0.11764705882352941,
55
+ 0.9615171650055371,
56
+ 0.5063009636767977,
57
+ 0.26
58
+ ],
59
+ "recall": [
60
+ 0.9376151861408035,
61
+ 0.14285714285714285,
62
+ 0.6333333333333333,
63
+ 0.976108430967149,
64
+ 0.9566988210075027,
65
+ 0.41025641025641024,
66
+ 0.3597560975609756,
67
+ 0.6455223880597015,
68
+ 0.26666666666666666,
69
+ 0.9901960784313726,
70
+ 0.9172932330827067,
71
+ 0.9579124579124579,
72
+ 0.4,
73
+ 0.47540983606557374,
74
+ 0.7612903225806451,
75
+ 0.5268817204301075,
76
+ 0.07692307692307693,
77
+ 0.9615171650055371,
78
+ 0.664396887159533,
79
+ 0.29545454545454547
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 20350,
84
+ 0,
85
+ 7,
86
+ 47,
87
+ 45,
88
+ 4,
89
+ 7,
90
+ 591,
91
+ 3,
92
+ 6,
93
+ 1,
94
+ 4,
95
+ 5,
96
+ 3,
97
+ 12,
98
+ 91,
99
+ 8,
100
+ 43,
101
+ 459,
102
+ 18
103
+ ],
104
+ [
105
+ 2,
106
+ 5,
107
+ 0,
108
+ 0,
109
+ 27,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 7,
128
+ 0,
129
+ 76,
130
+ 5,
131
+ 22,
132
+ 0,
133
+ 2,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 1,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 3,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 34,
150
+ 0,
151
+ 1,
152
+ 4249,
153
+ 12,
154
+ 9,
155
+ 2,
156
+ 6,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 0,
162
+ 0,
163
+ 2,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 21,
168
+ 0
169
+ ],
170
+ [
171
+ 24,
172
+ 12,
173
+ 18,
174
+ 4,
175
+ 4463,
176
+ 0,
177
+ 110,
178
+ 5,
179
+ 1,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 5,
184
+ 1,
185
+ 1,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 16,
190
+ 0
191
+ ],
192
+ [
193
+ 2,
194
+ 0,
195
+ 0,
196
+ 15,
197
+ 1,
198
+ 16,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 4,
216
+ 1,
217
+ 11,
218
+ 4,
219
+ 65,
220
+ 1,
221
+ 59,
222
+ 0,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 10,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 4,
234
+ 0
235
+ ],
236
+ [
237
+ 161,
238
+ 0,
239
+ 1,
240
+ 8,
241
+ 4,
242
+ 0,
243
+ 2,
244
+ 346,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 2,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 1,
255
+ 5,
256
+ 0
257
+ ],
258
+ [
259
+ 3,
260
+ 0,
261
+ 0,
262
+ 3,
263
+ 5,
264
+ 1,
265
+ 4,
266
+ 2,
267
+ 8,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 1,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 1,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 1,
289
+ 0,
290
+ 808,
291
+ 1,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 1,
304
+ 0,
305
+ 1,
306
+ 5,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 3,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 2,
326
+ 0,
327
+ 1,
328
+ 16,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 569,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 0
345
+ ],
346
+ [
347
+ 8,
348
+ 0,
349
+ 3,
350
+ 0,
351
+ 10,
352
+ 0,
353
+ 9,
354
+ 7,
355
+ 0,
356
+ 2,
357
+ 0,
358
+ 0,
359
+ 30,
360
+ 2,
361
+ 1,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 2,
370
+ 0,
371
+ 1,
372
+ 2,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 1,
377
+ 0,
378
+ 0,
379
+ 2,
380
+ 0,
381
+ 0,
382
+ 29,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 17,
388
+ 0
389
+ ],
390
+ [
391
+ 5,
392
+ 0,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 2,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 118,
406
+ 0,
407
+ 1,
408
+ 3,
409
+ 22,
410
+ 0
411
+ ],
412
+ [
413
+ 22,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 49,
429
+ 0,
430
+ 0,
431
+ 14,
432
+ 8
433
+ ],
434
+ [
435
+ 15,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 4,
450
+ 0,
451
+ 2,
452
+ 1,
453
+ 4,
454
+ 0
455
+ ],
456
+ [
457
+ 27,
458
+ 0,
459
+ 1,
460
+ 1,
461
+ 3,
462
+ 0,
463
+ 0,
464
+ 10,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 2,
474
+ 3473,
475
+ 91,
476
+ 0
477
+ ],
478
+ [
479
+ 202,
480
+ 0,
481
+ 2,
482
+ 12,
483
+ 3,
484
+ 1,
485
+ 0,
486
+ 2,
487
+ 1,
488
+ 1,
489
+ 0,
490
+ 2,
491
+ 0,
492
+ 5,
493
+ 9,
494
+ 17,
495
+ 3,
496
+ 74,
497
+ 683,
498
+ 11
499
+ ],
500
+ [
501
+ 11,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 1,
518
+ 1,
519
+ 11,
520
+ 13
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 46.36328077316284
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_5.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_xgb_sqrt_5",
3
+ "group": "embedding_xgb_sqrt",
4
+ "features": "embedding",
5
+ "family": "xgb",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "depth": 5,
9
+ "best_round": 61
10
+ },
11
+ "val": {
12
+ "oa": 0.9254760598699161,
13
+ "miou": 0.49655524026077125,
14
+ "mean_recall": 0.6165078266276096,
15
+ "iou": [
16
+ 0.9157672243209211,
17
+ 0.08,
18
+ 0.4502923976608187,
19
+ 0.9506837032055593,
20
+ 0.9172498970769865,
21
+ 0.2463768115942029,
22
+ 0.18471337579617833,
23
+ 0.29842931937172773,
24
+ 0.2222222222222222,
25
+ 0.9699157641395909,
26
+ 0.831081081081081,
27
+ 0.9161290322580645,
28
+ 0.28125,
29
+ 0.3333333333333333,
30
+ 0.575,
31
+ 0.2488479262672811,
32
+ 0.05555555555555555,
33
+ 0.9199680935921297,
34
+ 0.3914319248826291,
35
+ 0.14285714285714285
36
+ ],
37
+ "precision": [
38
+ 0.9745393634840871,
39
+ 0.21052631578947367,
40
+ 0.6015625,
41
+ 0.9751667049896527,
42
+ 0.9584856958485696,
43
+ 0.3617021276595745,
44
+ 0.27884615384615385,
45
+ 0.3592436974789916,
46
+ 0.5714285714285714,
47
+ 0.9817295980511571,
48
+ 0.8913043478260869,
49
+ 0.9562289562289562,
50
+ 0.5625,
51
+ 0.5490196078431373,
52
+ 0.71875,
53
+ 0.30337078651685395,
54
+ 0.16666666666666666,
55
+ 0.9587143252978665,
56
+ 0.49664929262844376,
57
+ 0.20588235294117646
58
+ ],
59
+ "recall": [
60
+ 0.9382141540729819,
61
+ 0.11428571428571428,
62
+ 0.6416666666666667,
63
+ 0.9742706179646221,
64
+ 0.955198285101822,
65
+ 0.4358974358974359,
66
+ 0.35365853658536583,
67
+ 0.6380597014925373,
68
+ 0.26666666666666666,
69
+ 0.9877450980392157,
70
+ 0.924812030075188,
71
+ 0.9562289562289562,
72
+ 0.36,
73
+ 0.45901639344262296,
74
+ 0.7419354838709677,
75
+ 0.5806451612903226,
76
+ 0.07692307692307693,
77
+ 0.9579180509413068,
78
+ 0.6488326848249028,
79
+ 0.3181818181818182
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 20363,
84
+ 0,
85
+ 6,
86
+ 38,
87
+ 38,
88
+ 10,
89
+ 12,
90
+ 567,
91
+ 4,
92
+ 5,
93
+ 3,
94
+ 4,
95
+ 5,
96
+ 4,
97
+ 12,
98
+ 98,
99
+ 5,
100
+ 39,
101
+ 465,
102
+ 26
103
+ ],
104
+ [
105
+ 3,
106
+ 4,
107
+ 0,
108
+ 0,
109
+ 27,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 6,
128
+ 0,
129
+ 77,
130
+ 5,
131
+ 21,
132
+ 1,
133
+ 1,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 1,
140
+ 2,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 2,
145
+ 1,
146
+ 0
147
+ ],
148
+ [
149
+ 32,
150
+ 0,
151
+ 2,
152
+ 4241,
153
+ 16,
154
+ 12,
155
+ 2,
156
+ 7,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 0,
162
+ 0,
163
+ 1,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 23,
168
+ 0
169
+ ],
170
+ [
171
+ 24,
172
+ 14,
173
+ 18,
174
+ 4,
175
+ 4456,
176
+ 1,
177
+ 118,
178
+ 3,
179
+ 1,
180
+ 3,
181
+ 0,
182
+ 1,
183
+ 4,
184
+ 0,
185
+ 1,
186
+ 0,
187
+ 0,
188
+ 3,
189
+ 14,
190
+ 0
191
+ ],
192
+ [
193
+ 3,
194
+ 0,
195
+ 0,
196
+ 13,
197
+ 0,
198
+ 17,
199
+ 1,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 6,
216
+ 1,
217
+ 12,
218
+ 3,
219
+ 62,
220
+ 1,
221
+ 58,
222
+ 2,
223
+ 0,
224
+ 1,
225
+ 1,
226
+ 1,
227
+ 9,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 4,
234
+ 0
235
+ ],
236
+ [
237
+ 164,
238
+ 0,
239
+ 3,
240
+ 6,
241
+ 5,
242
+ 0,
243
+ 2,
244
+ 342,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 1,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 1,
255
+ 6,
256
+ 0
257
+ ],
258
+ [
259
+ 4,
260
+ 0,
261
+ 0,
262
+ 2,
263
+ 5,
264
+ 1,
265
+ 3,
266
+ 2,
267
+ 8,
268
+ 0,
269
+ 1,
270
+ 0,
271
+ 0,
272
+ 1,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 2,
282
+ 0,
283
+ 0,
284
+ 0,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 1,
289
+ 0,
290
+ 806,
291
+ 1,
292
+ 1,
293
+ 1,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 1,
300
+ 0
301
+ ],
302
+ [
303
+ 1,
304
+ 0,
305
+ 0,
306
+ 5,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 123,
314
+ 3,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 2,
326
+ 0,
327
+ 1,
328
+ 14,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 568,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 1,
343
+ 3,
344
+ 0
345
+ ],
346
+ [
347
+ 8,
348
+ 0,
349
+ 3,
350
+ 0,
351
+ 12,
352
+ 0,
353
+ 9,
354
+ 6,
355
+ 0,
356
+ 3,
357
+ 0,
358
+ 0,
359
+ 27,
360
+ 3,
361
+ 1,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 2,
370
+ 0,
371
+ 1,
372
+ 3,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 1,
377
+ 0,
378
+ 0,
379
+ 4,
380
+ 0,
381
+ 0,
382
+ 28,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 2,
387
+ 14,
388
+ 0
389
+ ],
390
+ [
391
+ 6,
392
+ 0,
393
+ 0,
394
+ 1,
395
+ 0,
396
+ 1,
397
+ 0,
398
+ 0,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 4,
405
+ 115,
406
+ 0,
407
+ 1,
408
+ 6,
409
+ 19,
410
+ 0
411
+ ],
412
+ [
413
+ 17,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 54,
429
+ 0,
430
+ 0,
431
+ 12,
432
+ 10
433
+ ],
434
+ [
435
+ 14,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 3,
450
+ 0,
451
+ 2,
452
+ 2,
453
+ 5,
454
+ 0
455
+ ],
456
+ [
457
+ 26,
458
+ 0,
459
+ 3,
460
+ 1,
461
+ 0,
462
+ 0,
463
+ 1,
464
+ 12,
465
+ 0,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 1,
471
+ 5,
472
+ 0,
473
+ 3,
474
+ 3460,
475
+ 100,
476
+ 0
477
+ ],
478
+ [
479
+ 201,
480
+ 0,
481
+ 2,
482
+ 13,
483
+ 4,
484
+ 3,
485
+ 0,
486
+ 4,
487
+ 0,
488
+ 0,
489
+ 0,
490
+ 2,
491
+ 0,
492
+ 6,
493
+ 7,
494
+ 18,
495
+ 1,
496
+ 82,
497
+ 667,
498
+ 18
499
+ ],
500
+ [
501
+ 11,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 1,
509
+ 0,
510
+ 1,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 8,
517
+ 0,
518
+ 1,
519
+ 8,
520
+ 14
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 22.65065336227417
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/embedding_xgb_sqrt_selection.json ADDED
@@ -0,0 +1,525 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "embedding_xgb_sqrt_3",
3
+ "group": "embedding_xgb_sqrt",
4
+ "features": "embedding",
5
+ "family": "xgb",
6
+ "weighting": "sqrt",
7
+ "detail": {
8
+ "depth": 3,
9
+ "best_round": 283
10
+ },
11
+ "val": {
12
+ "oa": 0.9264686675547893,
13
+ "miou": 0.5061117730062372,
14
+ "mean_recall": 0.617804489994762,
15
+ "iou": [
16
+ 0.9151414309484193,
17
+ 0.10416666666666667,
18
+ 0.4550898203592814,
19
+ 0.9492850759606791,
20
+ 0.9173689619732786,
21
+ 0.2909090909090909,
22
+ 0.19601328903654486,
23
+ 0.29648671808054844,
24
+ 0.21621621621621623,
25
+ 0.9746682750301568,
26
+ 0.8531468531468531,
27
+ 0.917741935483871,
28
+ 0.30612244897959184,
29
+ 0.3717948717948718,
30
+ 0.5841584158415841,
31
+ 0.23557692307692307,
32
+ 0.04878048780487805,
33
+ 0.9258864302852573,
34
+ 0.40318772136953956,
35
+ 0.16049382716049382
36
+ ],
37
+ "precision": [
38
+ 0.974476847196284,
39
+ 0.2777777777777778,
40
+ 0.6178861788617886,
41
+ 0.9718664226898445,
42
+ 0.9571091571949388,
43
+ 0.5,
44
+ 0.3010204081632653,
45
+ 0.3541453428863869,
46
+ 0.5333333333333333,
47
+ 0.9841656516443362,
48
+ 0.9242424242424242,
49
+ 0.9563025210084034,
50
+ 0.5660377358490566,
51
+ 0.6304347826086957,
52
+ 0.7151515151515152,
53
+ 0.29878048780487804,
54
+ 0.11764705882352941,
55
+ 0.9615171650055371,
56
+ 0.5063009636767977,
57
+ 0.26
58
+ ],
59
+ "recall": [
60
+ 0.9376151861408035,
61
+ 0.14285714285714285,
62
+ 0.6333333333333333,
63
+ 0.976108430967149,
64
+ 0.9566988210075027,
65
+ 0.41025641025641024,
66
+ 0.3597560975609756,
67
+ 0.6455223880597015,
68
+ 0.26666666666666666,
69
+ 0.9901960784313726,
70
+ 0.9172932330827067,
71
+ 0.9579124579124579,
72
+ 0.4,
73
+ 0.47540983606557374,
74
+ 0.7612903225806451,
75
+ 0.5268817204301075,
76
+ 0.07692307692307693,
77
+ 0.9615171650055371,
78
+ 0.664396887159533,
79
+ 0.29545454545454547
80
+ ],
81
+ "confusion": [
82
+ [
83
+ 20350,
84
+ 0,
85
+ 7,
86
+ 47,
87
+ 45,
88
+ 4,
89
+ 7,
90
+ 591,
91
+ 3,
92
+ 6,
93
+ 1,
94
+ 4,
95
+ 5,
96
+ 3,
97
+ 12,
98
+ 91,
99
+ 8,
100
+ 43,
101
+ 459,
102
+ 18
103
+ ],
104
+ [
105
+ 2,
106
+ 5,
107
+ 0,
108
+ 0,
109
+ 27,
110
+ 0,
111
+ 1,
112
+ 0,
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 0,
117
+ 0,
118
+ 0,
119
+ 0,
120
+ 0,
121
+ 0,
122
+ 0,
123
+ 0,
124
+ 0
125
+ ],
126
+ [
127
+ 7,
128
+ 0,
129
+ 76,
130
+ 5,
131
+ 22,
132
+ 0,
133
+ 2,
134
+ 2,
135
+ 0,
136
+ 0,
137
+ 0,
138
+ 0,
139
+ 1,
140
+ 1,
141
+ 1,
142
+ 0,
143
+ 0,
144
+ 3,
145
+ 0,
146
+ 0
147
+ ],
148
+ [
149
+ 34,
150
+ 0,
151
+ 1,
152
+ 4249,
153
+ 12,
154
+ 9,
155
+ 2,
156
+ 6,
157
+ 0,
158
+ 0,
159
+ 0,
160
+ 11,
161
+ 0,
162
+ 0,
163
+ 2,
164
+ 0,
165
+ 0,
166
+ 6,
167
+ 21,
168
+ 0
169
+ ],
170
+ [
171
+ 24,
172
+ 12,
173
+ 18,
174
+ 4,
175
+ 4463,
176
+ 0,
177
+ 110,
178
+ 5,
179
+ 1,
180
+ 2,
181
+ 0,
182
+ 1,
183
+ 5,
184
+ 1,
185
+ 1,
186
+ 0,
187
+ 0,
188
+ 2,
189
+ 16,
190
+ 0
191
+ ],
192
+ [
193
+ 2,
194
+ 0,
195
+ 0,
196
+ 15,
197
+ 1,
198
+ 16,
199
+ 0,
200
+ 1,
201
+ 1,
202
+ 0,
203
+ 0,
204
+ 0,
205
+ 0,
206
+ 0,
207
+ 1,
208
+ 0,
209
+ 0,
210
+ 1,
211
+ 1,
212
+ 0
213
+ ],
214
+ [
215
+ 4,
216
+ 1,
217
+ 11,
218
+ 4,
219
+ 65,
220
+ 1,
221
+ 59,
222
+ 0,
223
+ 0,
224
+ 0,
225
+ 1,
226
+ 1,
227
+ 10,
228
+ 1,
229
+ 2,
230
+ 0,
231
+ 0,
232
+ 0,
233
+ 4,
234
+ 0
235
+ ],
236
+ [
237
+ 161,
238
+ 0,
239
+ 1,
240
+ 8,
241
+ 4,
242
+ 0,
243
+ 2,
244
+ 346,
245
+ 0,
246
+ 1,
247
+ 1,
248
+ 2,
249
+ 2,
250
+ 0,
251
+ 2,
252
+ 0,
253
+ 0,
254
+ 1,
255
+ 5,
256
+ 0
257
+ ],
258
+ [
259
+ 3,
260
+ 0,
261
+ 0,
262
+ 3,
263
+ 5,
264
+ 1,
265
+ 4,
266
+ 2,
267
+ 8,
268
+ 0,
269
+ 0,
270
+ 0,
271
+ 0,
272
+ 1,
273
+ 3,
274
+ 0,
275
+ 0,
276
+ 0,
277
+ 0,
278
+ 0
279
+ ],
280
+ [
281
+ 1,
282
+ 0,
283
+ 0,
284
+ 1,
285
+ 3,
286
+ 0,
287
+ 0,
288
+ 1,
289
+ 0,
290
+ 808,
291
+ 1,
292
+ 1,
293
+ 0,
294
+ 0,
295
+ 0,
296
+ 0,
297
+ 0,
298
+ 0,
299
+ 0,
300
+ 0
301
+ ],
302
+ [
303
+ 1,
304
+ 0,
305
+ 1,
306
+ 5,
307
+ 0,
308
+ 0,
309
+ 0,
310
+ 0,
311
+ 0,
312
+ 0,
313
+ 122,
314
+ 3,
315
+ 0,
316
+ 1,
317
+ 0,
318
+ 0,
319
+ 0,
320
+ 0,
321
+ 0,
322
+ 0
323
+ ],
324
+ [
325
+ 2,
326
+ 0,
327
+ 1,
328
+ 16,
329
+ 0,
330
+ 0,
331
+ 0,
332
+ 1,
333
+ 0,
334
+ 1,
335
+ 3,
336
+ 569,
337
+ 0,
338
+ 0,
339
+ 0,
340
+ 0,
341
+ 0,
342
+ 0,
343
+ 1,
344
+ 0
345
+ ],
346
+ [
347
+ 8,
348
+ 0,
349
+ 3,
350
+ 0,
351
+ 10,
352
+ 0,
353
+ 9,
354
+ 7,
355
+ 0,
356
+ 2,
357
+ 0,
358
+ 0,
359
+ 30,
360
+ 2,
361
+ 1,
362
+ 0,
363
+ 0,
364
+ 3,
365
+ 0,
366
+ 0
367
+ ],
368
+ [
369
+ 2,
370
+ 0,
371
+ 1,
372
+ 2,
373
+ 0,
374
+ 0,
375
+ 0,
376
+ 1,
377
+ 0,
378
+ 0,
379
+ 2,
380
+ 0,
381
+ 0,
382
+ 29,
383
+ 6,
384
+ 0,
385
+ 0,
386
+ 1,
387
+ 17,
388
+ 0
389
+ ],
390
+ [
391
+ 5,
392
+ 0,
393
+ 0,
394
+ 0,
395
+ 0,
396
+ 0,
397
+ 0,
398
+ 2,
399
+ 0,
400
+ 0,
401
+ 1,
402
+ 1,
403
+ 0,
404
+ 2,
405
+ 118,
406
+ 0,
407
+ 1,
408
+ 3,
409
+ 22,
410
+ 0
411
+ ],
412
+ [
413
+ 22,
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0,
418
+ 0,
419
+ 0,
420
+ 0,
421
+ 0,
422
+ 0,
423
+ 0,
424
+ 0,
425
+ 0,
426
+ 0,
427
+ 0,
428
+ 49,
429
+ 0,
430
+ 0,
431
+ 14,
432
+ 8
433
+ ],
434
+ [
435
+ 15,
436
+ 0,
437
+ 0,
438
+ 0,
439
+ 0,
440
+ 0,
441
+ 0,
442
+ 0,
443
+ 0,
444
+ 0,
445
+ 0,
446
+ 0,
447
+ 0,
448
+ 0,
449
+ 4,
450
+ 0,
451
+ 2,
452
+ 1,
453
+ 4,
454
+ 0
455
+ ],
456
+ [
457
+ 27,
458
+ 0,
459
+ 1,
460
+ 1,
461
+ 3,
462
+ 0,
463
+ 0,
464
+ 10,
465
+ 1,
466
+ 0,
467
+ 0,
468
+ 0,
469
+ 0,
470
+ 0,
471
+ 3,
472
+ 0,
473
+ 2,
474
+ 3473,
475
+ 91,
476
+ 0
477
+ ],
478
+ [
479
+ 202,
480
+ 0,
481
+ 2,
482
+ 12,
483
+ 3,
484
+ 1,
485
+ 0,
486
+ 2,
487
+ 1,
488
+ 1,
489
+ 0,
490
+ 2,
491
+ 0,
492
+ 5,
493
+ 9,
494
+ 17,
495
+ 3,
496
+ 74,
497
+ 683,
498
+ 11
499
+ ],
500
+ [
501
+ 11,
502
+ 0,
503
+ 0,
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0,
508
+ 0,
509
+ 0,
510
+ 0,
511
+ 0,
512
+ 0,
513
+ 0,
514
+ 0,
515
+ 0,
516
+ 7,
517
+ 1,
518
+ 1,
519
+ 11,
520
+ 13
521
+ ]
522
+ ]
523
+ },
524
+ "seconds": 46.36328077316284
525
+ }
metadata/results/distillation_teachers/tabular/Fold_5/protocol.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fold": 5,
3
+ "classes": [
4
+ "Meadow",
5
+ "Winter Durum Wheat",
6
+ "Spring Cereal",
7
+ "Summer Cereal",
8
+ "Winter Cereal",
9
+ "Sorgho/millet/moha",
10
+ "Cereal",
11
+ "Leguminous Fodder",
12
+ "Other Fodder",
13
+ "Winter Rapeseed",
14
+ "Sunflower",
15
+ "Soy",
16
+ "Protein Crops",
17
+ "Potato",
18
+ "Fruits/Legumes/Flowers",
19
+ "Ligneous",
20
+ "Orchard",
21
+ "Grapevine",
22
+ "Non-Agricultural",
23
+ "Woodlands"
24
+ ],
25
+ "counts_train": [
26
+ 65166,
27
+ 104,
28
+ 310,
29
+ 12766,
30
+ 13811,
31
+ 127,
32
+ 436,
33
+ 1663,
34
+ 69,
35
+ 2480,
36
+ 403,
37
+ 1849,
38
+ 219,
39
+ 166,
40
+ 487,
41
+ 276,
42
+ 106,
43
+ 11244,
44
+ 3075,
45
+ 90
46
+ ],
47
+ "sklearn": "1.9.1",
48
+ "xgboost": "2.1.4",
49
+ "selection": "Validation mIoU only, independently within each input/family/weight group",
50
+ "extraction": {
51
+ "fold": 5,
52
+ "n": 191412,
53
+ "pixel_seed": 20261013,
54
+ "jitter": false,
55
+ "npixel": 64,
56
+ "checkpoint_sha256": "224aa34687644b55a0dc4edbf1fe3b3376187afd8d93452113a25d27fa4aa5fe",
57
+ "pid_sha256": "94d008bf230ff0a330de4492d0a5d1c8abf9df82781cdbee238db86cea7fed98",
58
+ "checkpoint_epoch": 91,
59
+ "seconds": 251.68022680282593
60
+ },
61
+ "linear_C": [
62
+ 0.01,
63
+ 0.1
64
+ ],
65
+ "tree_depth": [
66
+ 3,
67
+ 5
68
+ ],
69
+ "tree_rounds": 300,
70
+ "weights": [
71
+ 0.47092629820741977,
72
+ 11.78818128560679,
73
+ 6.827828888931213,
74
+ 1.0639863482514322,
75
+ 1.022941771112034,
76
+ 10.667474545722639,
77
+ 5.757318173923095,
78
+ 2.947931251174123,
79
+ 14.472345780193447,
80
+ 2.414002054072336,
81
+ 5.988402081493324,
82
+ 2.7957286700036414,
83
+ 8.123466957393532,
84
+ 9.33059699090905,
85
+ 5.447522028516748,
86
+ 7.236172890096723,
87
+ 11.67644244829408,
88
+ 1.1337128189314645,
89
+ 2.167908337719847,
90
+ 12.671914121097505
91
+ ],
92
+ "threads": 8
93
+ }