metadata_MSFT.json

{
  "symbol": "MSFT",
  "trained_at": "2025-12-03T00:01:11.670556",
  "model_type": "ImprovedLSTM",
  "architecture": {
    "sequence_length": 60,
    "hidden_size": 64,
    "num_layers": 3,
    "dropout": 0.3,
    "bidirectional": true
  },
  "training": {
    "epochs_requested": 80,
    "epochs_trained": 21,
    "early_stopped": true,
    "batch_size": 32,
    "learning_rate": 0.001,
    "patience": 10
  },
  "metrics": {
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    "rmse": 20.382869813627142,
    "mae": 16.6459133342161,
    "mape": 3.472778207740361,
    "r2": 0.8304499436147684,
    "directional_accuracy": 53.97727272727273,
    "mean_percent_error": 3.472778207740361,
    "test_samples": 177,
    "predictions_sample": [
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    ],
    "actuals_sample": [
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      390.9839477539062,
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    "final_train_loss": 0.0017286164869661801,
    "best_val_loss": 0.0006858553436662381,
    "epochs_trained": 21,
    "early_stopped": true
  }
}