random_forest_metrics.json

{
  "roc_auc": 0.8326208943556381,
  "pr_auc": 0.36408932414480305,
  "precision": 0.35404191616766467,
  "recall": 0.5551643192488263,
  "f1": 0.4323583180987203,
  "accuracy": 0.8372748116606616,
  "balanced_accuracy": 0.7139437848732886,
  "sensitivity": 0.5551643192488263,
  "specificity": 0.8727232504977509,
  "ppv": 0.35404191616766467,
  "npv": 0.9398078297466846,
  "fpr": 0.1272767495022491,
  "fnr": 0.4448356807511737,
  "true_positives": 946,
  "true_negatives": 11835,
  "false_positives": 1726,
  "false_negatives": 758,
  "brier_score": 0.1018540864871197
}