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leap-kt: 4 dataset(s), 92 files
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{
"model_type": "bktforgets",
"dataset": "ednet500",
"n_folds_completed": 5,
"n_folds_failed": 0,
"leap_kt_version": "0.1.0",
"hardware": {
"device": "cpu",
"accelerator": "x86_64",
"torch_version": "2.9.1+cu128",
"cuda_version": "12.8",
"cpu": "x86_64",
"platform": "Linux 5.15.0-140-generic"
},
"protocol": {
"test_ratio": 0.2,
"n_folds": 5,
"early_stopping_patience": 10,
"early_stopping_metric": "auc",
"max_epochs": 200,
"primary_metric": "auc",
"secondary_metrics": [
"acc",
"f1"
],
"validation_source": "held_out_fold",
"seed": 0,
"is_deviation": false,
"deviation_reason": ""
},
"auc_mean": 0.6190849050587679,
"auc_std": 0.001737833238807061,
"auc_per_fold": [
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0.6176582995239195
],
"acc_mean": 0.6511898016997166,
"acc_std": 0.001742267209256072,
"acc_per_fold": [
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0.6532577903682719,
0.6488668555240793,
0.65,
0.6519830028328611
],
"f1_mean": 0.7767328613852402,
"f1_std": 0.0026911780946074267,
"f1_per_fold": [
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0.7734210766840326,
0.774234810415715,
0.7782290820471162
],
"wall_seconds": 595.3,
"git_commit": "d152ebd671c14b2e53e015116f8a12b392ce9e5d",
"reference_auc": null
}