demand-forecasting / models /model_meta.json
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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
}