{
  "overall": {
    "accuracy": 0.9209183673469388,
    "recall_sensitivity": 0.9455605962410888,
    "precision": 0.8821039903264812,
    "f1_score": 0.9127306850172037,
    "specificity": 0.9017632241813602,
    "roc_auc": 0.9814147258032131,
    "missed_cancer_rate": 0.05443940375891121,
    "tp": 1459,
    "fp": 195,
    "tn": 1790,
    "fn": 84,
    "high_recall_threshold": 0.32,
    "high_recall_sensitivity": 0.9507453013609851,
    "high_recall_specificity": 0.8931989924433249,
    "high_recall_precision": 0.8737343656938654,
    "high_recall_target_met": true
  },
  "per_dataset": {
    "breast_histopathology_patches": {
      "accuracy": 0.8708133971291866,
      "recall_sensitivity": 0.8201058201058201,
      "precision": 0.7673267326732673,
      "f1_score": 0.7928388746803069,
      "specificity": 0.8926940639269406,
      "roc_auc": 0.9370877727042111,
      "missed_cancer_rate": 0.17989417989417988,
      "tp": 155,
      "fp": 47,
      "tn": 391,
      "fn": 34,
      "high_recall_threshold": 0.09,
      "high_recall_sensitivity": 0.9523809523809523,
      "high_recall_specificity": 0.7465753424657534,
      "high_recall_precision": 0.6185567010309279,
      "high_recall_target_met": true
    },
    "camelyon17_jxie": {
      "accuracy": 0.9612403100775194,
      "recall_sensitivity": 0.9617021276595744,
      "precision": 0.9338842975206612,
      "f1_score": 0.9475890985324947,
      "specificity": 0.9609756097560975,
      "roc_auc": 0.9960145303580695,
      "missed_cancer_rate": 0.03829787234042553,
      "tp": 226,
      "fp": 16,
      "tn": 394,
      "fn": 9,
      "high_recall_threshold": 0.54,
      "high_recall_sensitivity": 0.9531914893617022,
      "high_recall_specificity": 0.9804878048780488,
      "high_recall_precision": 0.9655172413793104,
      "high_recall_target_met": true
    },
    "lc25000": {
      "accuracy": 0.9934426229508196,
      "recall_sensitivity": 0.989159891598916,
      "precision": 1.0,
      "f1_score": 0.9945504087193461,
      "specificity": 1.0,
      "roc_auc": 0.9978634641118196,
      "missed_cancer_rate": 0.01084010840108401,
      "tp": 365,
      "fp": 0,
      "tn": 241,
      "fn": 4,
      "high_recall_threshold": 0.99,
      "high_recall_sensitivity": 0.975609756097561,
      "high_recall_specificity": 1.0,
      "high_recall_precision": 1.0,
      "high_recall_target_met": true
    },
    "camelyon17_djghosh": {
      "accuracy": 0.9875,
      "recall_sensitivity": 0.9822064056939501,
      "precision": 0.9928057553956835,
      "f1_score": 0.9874776386404294,
      "specificity": 0.992831541218638,
      "roc_auc": 0.9987499840559191,
      "missed_cancer_rate": 0.017793594306049824,
      "tp": 276,
      "fp": 2,
      "tn": 277,
      "fn": 5,
      "high_recall_threshold": 0.94,
      "high_recall_sensitivity": 0.9501779359430605,
      "high_recall_specificity": 0.996415770609319,
      "high_recall_precision": 0.996268656716418,
      "high_recall_target_met": true
    },
    "skin_lesion_hm10000_binary_2k": {
      "accuracy": 0.8103448275862069,
      "recall_sensitivity": 0.925531914893617,
      "precision": 0.6718146718146718,
      "f1_score": 0.7785234899328859,
      "specificity": 0.7455089820359282,
      "roc_auc": 0.9201012867881259,
      "missed_cancer_rate": 0.07446808510638298,
      "tp": 174,
      "fp": 85,
      "tn": 249,
      "fn": 14,
      "high_recall_threshold": 0.19,
      "high_recall_sensitivity": 0.9521276595744681,
      "high_recall_specificity": 0.6586826347305389,
      "high_recall_precision": 0.6109215017064846,
      "high_recall_target_met": true
    },
    "patch_camelyon": {
      "accuracy": 0.8882978723404256,
      "recall_sensitivity": 0.9359430604982206,
      "precision": 0.8538961038961039,
      "f1_score": 0.8930390492359932,
      "specificity": 0.8409893992932862,
      "roc_auc": 0.9655571344139431,
      "missed_cancer_rate": 0.06405693950177936,
      "tp": 263,
      "fp": 45,
      "tn": 238,
      "fn": 18,
      "high_recall_threshold": 0.21,
      "high_recall_sensitivity": 0.9501779359430605,
      "high_recall_specificity": 0.7879858657243817,
      "high_recall_precision": 0.8165137614678899,
      "high_recall_target_met": true
    }
  },
  "threshold": 0.35,
  "split": "test"
}