From d89ae0c6d05cf3f5da7ae489b69efd54bc57c69f Mon Sep 17 00:00:00 2001 From: Matthieu Scarset Date: Wed, 6 Aug 2025 22:37:21 +0200 Subject: [PATCH 1/3] feat: Simpler feature importance info --- src/model.py | 43 ++++++++++++++++++++++++++++++++++++------- 1 file changed, 36 insertions(+), 7 deletions(-) diff --git a/src/model.py b/src/model.py index 7eb19ee..989f56b 100644 --- a/src/model.py +++ b/src/model.py @@ -114,21 +114,50 @@ def save_model(model, preprocessor, metadata, version: str) -> str: def get_feature_importance(model, preprocessor): - """Get feature importance from the trained model.""" + """Get feature importance from the trained model, aggregated by original features.""" if not hasattr(model, 'feature_importances_'): return None # Get feature names after preprocessing if hasattr(preprocessor, 'get_feature_names_out'): - feature_names = preprocessor.get_feature_names_out() + transformed_feature_names = preprocessor.get_feature_names_out() else: - feature_names = [f"feature_{i}" for i in range( + transformed_feature_names = [f"feature_{i}" for i in range( len(model.feature_importances_))] - importance_df = pd.DataFrame({ - 'feature': feature_names, - 'importance': model.feature_importances_ - }).sort_values('importance', ascending=False) + # Create mapping from transformed features to original features + original_importance = {} + + for i, transformed_name in enumerate(transformed_feature_names): + # Get raw importance and format as percentage + importance = model.feature_importances_[i] * 100 + + # Extract original feature name from transformed name + # OneHotEncoder creates names like 'cat_transformer__feature_name_category' + # RobustScaler creates names like 'num_transformer__feature_name' + if '__' in transformed_name: + parts = transformed_name.split('__') + if len(parts) >= 2: + original_feature = parts[1] + # For one-hot encoded features, remove the category suffix + if '_' in original_feature and parts[0] == 'cat_transformer': + original_feature = '_'.join(original_feature.split('_')[:-1]) + else: + original_feature = transformed_name + else: + original_feature = transformed_name + + # Aggregate importance by original feature + if original_feature in original_importance: + original_importance[original_feature] += importance + else: + original_importance[original_feature] = importance + + # Create DataFrame and sort by importance + importance_df = pd.DataFrame([ + {'feature': feature, 'importance': importance} + for feature, importance in original_importance.items() + ]).sort_values('importance', ascending=False) return importance_df.to_dict() From d5a42ae627805dcd960b90549e5da55c05257098 Mon Sep 17 00:00:00 2001 From: Matthieu Scarset Date: Wed, 6 Aug 2025 22:37:30 +0200 Subject: [PATCH 2/3] feat: More debug info --- app/run.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/app/run.py b/app/run.py index 5206582..4e6ab8b 100644 --- a/app/run.py +++ b/app/run.py @@ -177,6 +177,8 @@ else: st.error(f"Failed to load model info: {info_response.status_code}") + st.error(f"Error: {info_response.text}") + st.error(f"Base URL: {API_BASE_URL}") except (requests.exceptions.ConnectionError, requests.exceptions.Timeout) as e: st.error( From 3f4d4a9773628c44119c605795ace10573f63498 Mon Sep 17 00:00:00 2001 From: Matthieu Scarset Date: Wed, 6 Aug 2025 22:37:46 +0200 Subject: [PATCH 3/3] feat: Update models --- models/v1/metadata.pkl | Bin 13932 -> 5375 bytes models/v1/model.pkl | Bin 135681 -> 135825 bytes models/v1/preprocessor.pkl | Bin 4720 -> 4720 bytes models/v2/metadata.pkl | Bin 5977 -> 2625 bytes models/v2/model.pkl | Bin 131938 -> 131791 bytes 5 files changed, 0 insertions(+), 0 deletions(-) diff --git a/models/v1/metadata.pkl b/models/v1/metadata.pkl index 87881272e4f2249a714ee83860c8d736e1b93744..cc0d8c552b13115fb02a0bd22b3c6d590ab54a55 100644 GIT binary patch delta 2494 zcmb`IYiJx*6vy{DyV=x6N+XrnveA}2%&SRPf}*o%=+s_G(i*8KG2Y!wa%QqSv(BSQ 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