diff --git a/config_examples/live_XGBoostRegressorMultiTarget.json b/config_examples/live_XGBoostRegressorMultiTarget.json index ad788e1c..11034801 100644 --- a/config_examples/live_XGBoostRegressorMultiTarget.json +++ b/config_examples/live_XGBoostRegressorMultiTarget.json @@ -82,7 +82,7 @@ "live_retrain_hours": 2, "outlier_detection": { "method": "IsolationForest", - "contamination": 0.25 + "contamination": 0.2 }, "feature_selection": { "method": "recursive_elimination", @@ -115,17 +115,17 @@ "shuffle_after_split": false, "buffer_train_data_candles": 0, "smooth_features": true, - "smooth_window": 7 + "smooth_window": 5 }, "data_split_parameters": { "test_size": 0.25, "shuffle": false }, "model_training_parameters": { - "n_estimators": 200, + "n_estimators": 150, "learning_rate": 0.026, - "max_depth": 4, - "min_child_weight": 5, + "max_depth": 2, + "min_child_weight": 4, "subsample": 0.6, "colsample_bytree": 0.6, "reg_alpha": 0.5,