config.json

{
  "sample_rate": 22050,
  "segment_length_sec": 5.0,
  "n_mfcc": 40,
  "hop_length": 512,
  "n_fft": 2048,
  "model_type": "bee_audio_classifier",
  "classes": [
    "active_colony",
    "external_noise",
    "missing_queen",
    "pest_infestation",
    "pre_swarm",
    "queenbee_present",
    "swarming"
  ],
  "num_classes": 7,
  "n_features": 172,
  "best_model": "xgboost_model.pkl",
  "uploaded_files": [
    "random_forest_model.pkl",
    "svm_rbf_model.pkl",
    "xgboost_model.pkl",
    "gradient_boosting_model.pkl",
    "bee_cnn_classifier.h5",
    "best_cnn.h5",
    "label_encoder.pkl",
    "cnn_label_encoder.pkl"
  ],
  "classical_metrics": {
    "Random Forest": {
      "accuracy": 0.9444,
      "f1_weighted": 0.9444,
      "f1_macro": 0.9444
    },
    "XGBoost": {
      "accuracy": 0.963,
      "f1_weighted": 0.963,
      "f1_macro": 0.963
    },
    "SVM (RBF)": {
      "accuracy": 0.8889,
      "f1_weighted": 0.888,
      "f1_macro": 0.8883
    },
    "Gradient Boosting": {
      "accuracy": 0.8519,
      "f1_weighted": 0.8514,
      "f1_macro": 0.851
    }
  },
  "cnn_metrics": {}
}