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leap-kt: 5 dataset(s), 115 files
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{
"model_type": "bktforgets",
"dataset": "algebra2005",
"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": 0.7711490547924471,
"auc_std": 0.00019685319137852702,
"auc_per_fold": [
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0.7713637046660524,
0.7713457216612851,
0.7710750898349031,
0.7709176160050891
],
"acc_mean": 0.7952697821209932,
"acc_std": 0.0003759044713833123,
"acc_per_fold": [
0.7953724476215825,
0.7947355412753336,
0.7951823263241948,
0.7957812084109662,
0.7952773869728887
],
"f1_mean": 0.8755506485571158,
"f1_std": 0.0002620067311471662,
"f1_per_fold": [
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0.8757044260115241,
0.8752922927326187,
0.8759319684675579,
0.8754280425728829
],
"wall_seconds": 2750.3,
"git_commit": "f8dc2a051cf6fb864d85cb81bb0ce32f0ff1951c",
"reference_auc": null
}