{
  "model": "Multi-Layer Perceptron (Full)",
  "sklearn_pipeline_steps": [
    "StandardScaler",
    "MLPClassifier"
  ],
  "hyperparameters": {
    "alpha": 0.001,
    "hidden_layer_sizes": [
      64,
      32
    ],
    "max_iter": 3000,
    "early_stopping": true
  },
  "trained_on_n_samples": 8000,
  "input_features": [
    "tau1",
    "tau2",
    "tau3",
    "tau4",
    "p1",
    "p2",
    "p3",
    "p4",
    "g1",
    "g2",
    "g3",
    "g4"
  ],
  "label": "1 = unstable, 0 = stable (derived from sign of the dataset's 'stab' column)",
  "held_out_test_metrics": {
    "accuracy": 0.96,
    "precision": 0.9693877551020408,
    "recall": 0.9678683385579937,
    "f1": 0.9686274509803922
  },
  "training_dataset": "UCI Electrical Grid Stability Simulated Data (Arzamasov, 2018), CC BY 4.0",
  "random_seed": 42
}