{
  "accuracy": 0.9943609022556391,
  "balanced_accuracy": 0.9925373134328358,
  "mcc": 0.9880418266324871,
  "f1_macro": 0.9939849624060151,
  "recall_paludisme": 1.0,
  "recall_sain": 0.9850746268656716,
  "precision_paludisme": 0.9910179640718563,
  "auc_roc": 0.99996993882551,
  "auc_pr": 0.9999818549667493,
  "confusion_matrix": [
    [
      198,
      3
    ],
    [
      0,
      331
    ]
  ],
  "true_positives": 331,
  "true_negatives": 198,
  "false_positives": 3,
  "false_negatives": 0,
  "class_weights": [
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  "imbalance_ratio": 1.6428038777032066,
  "dataset": "Tanzania Malaria Blood Smear (Harvard Dataverse)",
  "doi": "10.7910/DVN/O2WVWA",
  "base_model": "facebook/dinov2-base",
  "train_size": 2480,
  "val_size": 532,
  "test_size": 532,
  "imbalance_handling": [
    "class_weights",
    "stratified_split_on_subtype",
    "aggressive_augmentation",
    "mcc_metric_for_best_model"
  ]
}