feat: add osm data

2025-09-21 16:23:44 +02:00
parent 63e23d6600
commit c1b502c878
39 changed files with 955 additions and 338 deletions
@@ -55,7 +55,9 @@ class RandomForestModel(TraditionalModel):
                        encoder = self.label_encoders[feature_key]
                        column_clean = column.fillna("unknown").astype(str)
                        known_classes = set(encoder.classes_)
-                        default_class = "unknown" if "unknown" in known_classes else encoder.classes_[0]
+                        default_class = (
+                            "unknown" if "unknown" in known_classes else encoder.classes_[0]
+                        )
                        column_mapped = column_clean.apply(
                            lambda value: value if value in known_classes else default_class
                        )