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metrics.json

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+{
+  "cv_rmse": 1157.1346565946897,
+  "rmse": 1600.05837632221,
+  "mae": 1405.5687461646362,
+  "mape": 27.069205177956633,
+  "smape": 32.25248697544593,
+  "best_model": "gbr",
+  "best_params": {
+    "model__n_estimators": 150,
+    "model__max_depth": 3,
+    "model__learning_rate": 0.05
+  }
+}