Merge branch 'main' into regression-random-state

Author: GernotMaier

docs/changes/82.feature.md

@@ -0,0 +1 @@
+Add regression traing with a reduced list of features.

src/eventdisplay_ml/models.py

@@ -872,6 +872,8 @@ def train_regression(df, model_configs):
     # all-non-target feature set.
     profile = model_configs.get("feature_profile", "extended")
     x_cols = features.regression_feature_columns(df.columns, profile=profile)
+    excluded_targets = set(model_configs["targets"])
+    x_cols = [col for col in x_cols if col not in excluded_targets]
     _logger.info(f"Features ({len(x_cols)}): {', '.join(list(x_cols))}")
     model_configs["features"] = list(x_cols)
     targets = model_configs["targets"]