| { | |
| "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 | |
| } | |
| } |