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leap-kt-bkt-1995

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leap-kt-bkt-1995
File size: 1,449 Bytes
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{
  "model_type": "bkt",
  "dataset": "junyi",
  "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": 0.7366021648809834,
  "auc_std": 5.8050454129518876e-05,
  "auc_per_fold": [
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    0.7365677947547564,
    0.7366085558948463,
    0.7365316842624889,
    0.736686341801938
  ],
  "acc_mean": 0.7380882570297765,
  "acc_std": 6.382923993238856e-05,
  "acc_per_fold": [
    0.7380955839903385,
    0.7380406317861234,
    0.7381710643168178,
    0.7380112607804223,
    0.7381227442751804
  ],
  "f1_mean": 0.8313443104783366,
  "f1_std": 6.106882194745403e-05,
  "f1_per_fold": [
    0.8313401919281179,
    0.831312900623345,
    0.831279714988463,
    0.8314429990035614,
    0.8313457458481954
  ],
  "batch_size": 32,
  "wall_seconds": 50032.3,
  "git_commit": "1ad8f67a54236b2f30529f470bc0b0b8d512be68",
  "reference_auc": null
}