XGB retraining artifact
307df0b verified - archive Archive XGB model (2026_02_04_0106)
- production Update champion model metadata
- 1.52 kB initial commit
best_predictive_maintenance_prediction_v1.joblib Detected Pickle imports (13)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.core.multiarray._reconstruct",
- "numpy.dtype",
- "numpy.ndarray",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "numpy.float64",
- "None.dtype",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "sklearn.compose._column_transformer._RemainderColsList",
- "pandas.core.indexes.base._new_Index",
- "pandas.core.indexes.base.Index",
- "sklearn.pipeline.Pipeline",
- "sklearn.preprocessing._data.RobustScaler"
How to fix it?
1.65 MB Upload best_predictive_maintenance_prediction_v1.joblib with huggingface_hub gbm_predictive_maintenance_v1.joblib Detected Pickle imports (13)
- "numpy.core.multiarray._reconstruct",
- "sklearn.pipeline.Pipeline",
- "sklearn.preprocessing._data.RobustScaler",
- "pandas.core.indexes.base._new_Index",
- "numpy.float64",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "sklearn.compose._column_transformer._RemainderColsList",
- "pandas.core.indexes.base.Index",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "None.dtype",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "numpy.ndarray"
How to fix it?
145 kB GBM retraining artifact rf_predictive_maintenance_v1.joblib Detected Pickle imports (13)
- "sklearn.pipeline.Pipeline",
- "sklearn.preprocessing._data.RobustScaler",
- "None.dtype",
- "numpy.core.multiarray._reconstruct",
- "sklearn.compose._column_transformer._RemainderColsList",
- "pandas.core.indexes.base._new_Index",
- "numpy.ndarray",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "numpy.float64",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "pandas.core.indexes.base.Index",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "numpy.dtype"
How to fix it?
4.37 MB RF retraining artifact xgb_predictive_maintenance_final.joblib Detected Pickle imports (13)
- "numpy.dtype",
- "numpy.ndarray",
- "numpy._core.multiarray._reconstruct",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.float64",
- "pandas.core.indexes.base._new_Index",
- "sklearn.pipeline.Pipeline",
- "None.dtype",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "sklearn.compose._column_transformer._RemainderColsList",
- "pandas.core.indexes.base.Index",
- "sklearn.preprocessing._data.RobustScaler"
How to fix it?
1.91 MB Upload xgb_predictive_maintenance_final.joblib with huggingface_hub xgb_predictive_maintenance_v1.joblib Detected Pickle imports (13)
- "sklearn.pipeline.Pipeline",
- "sklearn.preprocessing._data.RobustScaler",
- "None.dtype",
- "numpy.core.multiarray._reconstruct",
- "sklearn.compose._column_transformer._RemainderColsList",
- "pandas.core.indexes.base._new_Index",
- "numpy.ndarray",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "numpy.float64",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "pandas.core.indexes.base.Index",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "numpy.dtype"
How to fix it?
1.04 MB XGB retraining artifact
