metadata_TSLA.json

{
  "symbol": "TSLA",
  "trained_at": "2025-12-03T00:03:55.315592",
  "model_type": "ImprovedLSTM",
  "architecture": {
    "sequence_length": 60,
    "hidden_size": 64,
    "num_layers": 3,
    "dropout": 0.3,
    "bidirectional": true
  },
  "training": {
    "epochs_requested": 80,
    "epochs_trained": 54,
    "early_stopped": true,
    "batch_size": 32,
    "learning_rate": 0.001,
    "patience": 10
  },
  "metrics": {
    "mse": 521.4827711302985,
    "rmse": 22.835997265946116,
    "mae": 18.95712806141309,
    "mape": 5.6106320125795035,
    "r2": 0.8750190301863928,
    "directional_accuracy": 46.590909090909086,
    "mean_percent_error": 5.6106320125795035,
    "test_samples": 177,
    "predictions_sample": [
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      288.06732177734375,
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    ],
    "actuals_sample": [
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      248.7100067138672,
      278.3900146484375,
      288.1400146484375,
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    ],
    "final_train_loss": 0.002878617701263955,
    "best_val_loss": 0.0010249712358927354,
    "epochs_trained": 54,
    "early_stopped": true
  }
}