saved_models/performance.json

{
  "test_metrics": {
    "Logistic_Regression": {
      "AUC": 0.8412681094315042,
      "Accuracy": 0.7679502369668246,
      "F1": 0.7698184168772404
    },
    "Random_Forest": {
      "AUC": 0.8273200989420723,
      "Accuracy": 0.7533767772511848,
      "F1": 0.717628705148206
    },
    "XGBoost": {
      "AUC": 0.7347429724175111,
      "Accuracy": 0.7026658767772512,
      "F1": 0.610477299185099
    },
    "MM_DNN": {
      "AUC": 0.8507875496956492,
      "Accuracy": 0.7731635071090047,
      "F1": 0.7757540263543192
    }
  },
  "training_info": {
    "train_size": 67520,
    "test_size": 16880,
    "positive_ratio": 0.5
  }
}