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demand-forecasting
File size: 753 Bytes
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{
  "best_model": "LightGBM",
  "best_rmsle": 0.1672,
  "results": {
    "SeasonalNaive": {
      "rmsle": 0.2145,
      "mase": 1.109,
      "smape": 16.2
    },
    "AutoARIMA": {
      "rmsle": 0.2105,
      "mase": 1.121,
      "smape": 16.3
    },
    "LightGBM": {
      "rmsle": 0.1672,
      "mase": 0.877,
      "smape": 12.8
    },
    "Chronos-2": {
      "rmsle": 0.204,
      "mase": 1.038,
      "smape": 15.2
    },
    "Ensemble": {
      "rmsle": 0.1722,
      "mase": 0.8961,
      "smape": 13.0588
    },
    "LightGBM-Optuna": {
      "rmsle": 0.1671,
      "mase": 0.8803,
      "smape": 12.8086
    }
  },
  "dataset": "Store Sales (Corporacion Favorita)",
  "n_series": 300,
  "horizon": 28
}