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leap-kt-pfa-2009

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leap-kt-pfa-2009
File size: 1,453 Bytes
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{
  "model_type": "pfa",
  "dataset": "statics2011",
  "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": 0.786165000294412,
  "auc_std": 0.0006771493564189737,
  "auc_per_fold": [
    0.7857672764676441,
    0.7858582332332332,
    0.7869912964435024,
    0.7867717993729023,
    0.7854363959547783
  ],
  "acc_mean": 0.7926456936565239,
  "acc_std": 0.0003671293197568789,
  "acc_per_fold": [
    0.793089221248066,
    0.7923929860752965,
    0.7921609076843734,
    0.7928055698813822,
    0.7927797833935019
  ],
  "f1_mean": 0.8754692753806843,
  "f1_std": 0.00045929679765084293,
  "f1_per_fold": [
    0.8758740176969247,
    0.8750795202408106,
    0.8748913448404322,
    0.8756172696171768,
    0.8758842245080777
  ],
  "batch_size": 32,
  "wall_seconds": 80.9,
  "git_commit": "92091ddb217d38c9be3f0be9a25c035d64d1e37c",
  "reference_auc": null
}