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best_model_info.json

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+{
+  "model_name": "xgboost",
+  "params": {
+    "colsample_bytree": 0.8,
+    "eval_metric": "mlogloss",
+    "learning_rate": 0.05,
+    "max_depth": 5,
+    "n_estimators": 200,
+    "random_state": 42,
+    "subsample": 0.8
+  },
+  "accuracy": 0.670079344765805,
+  "f1_weighted": 0.6530733232178255,
+  "feature_columns": [
+    "engine_rpm",
+    "lub_oil_pressure",
+    "fuel_pressure",
+    "coolant_pressure",
+    "lub_oil_temp",
+    "coolant_temp"
+  ],
+  "target_column": "engine_condition"
+}