{
  "scope": "academic_news_style_classifier_not_factual_evidence",
  "revision": "780f5516c4ae070761632d98ac3368f3ded09d35",
  "partitions": {
    "train": {
      "n": 4312,
      "groups": 2156,
      "labels": {
        "fake": 2156,
        "true": 2156
      }
    },
    "validation": {
      "n": 1082,
      "groups": 541,
      "labels": {
        "fake": 541,
        "true": 541
      }
    },
    "calibration": {
      "n": 717,
      "groups": 358,
      "labels": {
        "fake": 359,
        "true": 358
      }
    },
    "test": {
      "n": 1088,
      "groups": 544,
      "labels": {
        "fake": 544,
        "true": 544
      }
    }
  },
  "selected_model": "logistic_C_4",
  "selected_threshold": 0.5,
  "test": {
    "n": 1088,
    "accuracy": 0.9347426470588235,
    "macro_f1": 0.9347412688315385,
    "roc_auc": 0.984206044550173,
    "brier": 0.04744936495903168,
    "log_loss": 0.16012840264801365,
    "ece_10_bins": 0.011223844683628375,
    "confusion_matrix": [
      [
        506,
        38
      ],
      [
        33,
        511
      ]
    ],
    "classes": {
      "fake": {
        "precision": 0.9387755102040817,
        "recall": 0.9301470588235294,
        "f1-score": 0.9344413665743305,
        "support": 544.0
      },
      "true": {
        "precision": 0.930783242258652,
        "recall": 0.9393382352941176,
        "f1-score": 0.9350411710887465,
        "support": 544.0
      },
      "accuracy": 0.9347426470588235,
      "macro avg": {
        "precision": 0.9347793762313669,
        "recall": 0.9347426470588236,
        "f1-score": 0.9347412688315385,
        "support": 1088.0
      },
      "weighted avg": {
        "precision": 0.9347793762313669,
        "recall": 0.9347426470588235,
        "f1-score": 0.9347412688315385,
        "support": 1088.0
      }
    },
    "threshold": 0.5,
    "accepted_count": 1088,
    "coverage": 1.0,
    "abstention": 0.0,
    "accepted_accuracy": 0.9347426470588235,
    "accepted_error": 0.06525735294117652
  },
  "short_text_test": {
    "n": 1088,
    "accuracy": 0.8382352941176471,
    "macro_f1": 0.8381565424352247,
    "roc_auc": 0.9283054444204152,
    "brier": 0.10977377776516212,
    "log_loss": 0.34344238917494657,
    "ece_10_bins": 0.029960279495511256,
    "confusion_matrix": [
      [
        468,
        76
      ],
      [
        100,
        444
      ]
    ],
    "classes": {
      "fake": {
        "precision": 0.823943661971831,
        "recall": 0.8602941176470589,
        "f1-score": 0.841726618705036,
        "support": 544.0
      },
      "true": {
        "precision": 0.8538461538461538,
        "recall": 0.8161764705882353,
        "f1-score": 0.8345864661654135,
        "support": 544.0
      },
      "accuracy": 0.8382352941176471,
      "macro avg": {
        "precision": 0.8388949079089925,
        "recall": 0.8382352941176471,
        "f1-score": 0.8381565424352247,
        "support": 1088.0
      },
      "weighted avg": {
        "precision": 0.8388949079089925,
        "recall": 0.8382352941176471,
        "f1-score": 0.8381565424352246,
        "support": 1088.0
      }
    },
    "threshold": 0.5,
    "accepted_count": 1088,
    "coverage": 1.0,
    "abstention": 0.0,
    "accepted_accuracy": 0.8382352941176471,
    "accepted_error": 0.16176470588235292
  },
  "review": {
    "notebook_executed": true,
    "reported_metrics_reproduced": true,
    "human_claim_evidence_gold": false
  }
}
