Delete geo_metals_model_fixed.py

geo_metals_model_fixed.py

@@ -1,33 +0,0 @@
-# geo_metals_model_fixed.py
-from sklearn.pipeline import Pipeline
-from sklearn.compose import ColumnTransformer
-from sklearn.preprocessing import OneHotEncoder
-from sklearn.multioutput import MultiOutputRegressor
-from sklearn.ensemble import GradientBoostingRegressor
-
-# Define preprocessing for categorical and numeric features
-preprocessor = ColumnTransformer(
-    transformers=[
-        ("cat", OneHotEncoder(handle_unknown="ignore"), ["type"]),
-        ("num", "passthrough", ["lat", "lon"])
-    ]
-)
-
-# Define the model pipeline
-model = Pipeline(steps=[
-    ("preprocessor", preprocessor),
-    ("regressor", MultiOutputRegressor(
-        GradientBoostingRegressor(
-            learning_rate=0.1,
-            loss="squared_error",
-            max_depth=3,
-            max_features=None,
-            min_samples_split=2,
-            min_samples_leaf=1,
-            subsample=1.0,
-            n_estimators=100,
-            random_state=None,
-            verbose=0
-        )
-    ))
-])