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{
"model_class": "RandomForestRegressor",
"model_params": {
"n_estimators": 400,
"max_depth": 15,
"min_samples_split": 10,
"min_samples_leaf": 2,
"max_features": 0.5
},
"train_metrics": {
"Train RMSE": 286.5548238505705,
"Train MAE": 124.197223522934,
"Train R-squared": 0.9269184553580372,
"Train Adj. R-squared": 0.9263401121990003,
"Train MAPE": 0.05023650011100946
},
"test_metrics": {
"Test RMSE": 279.71989646587264,
"Test MAE": 124.01519602845579,
"Test R-squared": 0.9314269505374178,
"Test Adj. R-squared": 0.9309936917527604,
"Test MAPE": 0.04610092061587
}
} |