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2d44533 verified - 1.52 kB initial commit
- 5.14 kB Update model card
churn_model.pkl Detected Pickle imports (15)
- "sklearn.dummy.DummyClassifier",
- "sklearn.tree._classes.DecisionTreeRegressor",
- "imblearn.over_sampling._smote.base.SMOTE",
- "imblearn.pipeline.Pipeline",
- "numpy.core.multiarray.scalar",
- "numpy.dtype",
- "sklearn.neighbors._unsupervised.NearestNeighbors",
- "collections.OrderedDict",
- "numpy.core.multiarray._reconstruct",
- "numpy.ndarray",
- "numpy.random._pickle.__bit_generator_ctor",
- "sklearn.ensemble._gb_losses.BinomialDeviance",
- "numpy.random._pickle.__randomstate_ctor",
- "sklearn.tree._tree.Tree",
- "sklearn.ensemble._gb.GradientBoostingClassifier"
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941 kB Model version 1.0.0: churn_model.pkl gradient_boosting.pkl Detected Pickle imports (15)
- "sklearn.dummy.DummyClassifier",
- "sklearn.tree._classes.DecisionTreeRegressor",
- "imblearn.over_sampling._smote.base.SMOTE",
- "imblearn.pipeline.Pipeline",
- "numpy.core.multiarray.scalar",
- "numpy.dtype",
- "sklearn.neighbors._unsupervised.NearestNeighbors",
- "collections.OrderedDict",
- "numpy.core.multiarray._reconstruct",
- "numpy.ndarray",
- "numpy.random._pickle.__bit_generator_ctor",
- "sklearn.ensemble._gb_losses.BinomialDeviance",
- "numpy.random._pickle.__randomstate_ctor",
- "sklearn.tree._tree.Tree",
- "sklearn.ensemble._gb.GradientBoostingClassifier"
How to fix it?
941 kB Model version 1.0.0: gradient_boosting.pkl interpretable_model.pkl Detected Pickle imports (9)
- "numpy.dtype",
- "numpy.ndarray",
- "imblearn.pipeline.Pipeline",
- "numpy.core.multiarray._reconstruct",
- "sklearn.linear_model._logistic.LogisticRegression",
- "collections.OrderedDict",
- "imblearn.over_sampling._smote.base.SMOTE",
- "numpy.core.multiarray.scalar",
- "sklearn.neighbors._unsupervised.NearestNeighbors"
How to fix it?
466 kB Model version 1.0.0: interpretable_model.pkl logistic_regression.pkl Detected Pickle imports (9)
- "numpy.dtype",
- "numpy.ndarray",
- "imblearn.pipeline.Pipeline",
- "numpy.core.multiarray._reconstruct",
- "sklearn.linear_model._logistic.LogisticRegression",
- "collections.OrderedDict",
- "imblearn.over_sampling._smote.base.SMOTE",
- "numpy.core.multiarray.scalar",
- "sklearn.neighbors._unsupervised.NearestNeighbors"
How to fix it?
466 kB Model version 1.0.0: logistic_regression.pkl - 1.99 kB Update metrics
pca_model.pkl Detected Pickle imports (5)
- "numpy.core.multiarray.scalar",
- "numpy.dtype",
- "numpy.core.multiarray._reconstruct",
- "sklearn.decomposition._pca.PCA",
- "numpy.ndarray"
How to fix it?
49.7 kB Model version 1.0.0: pca_model.pkl preprocessor.pkl Detected Pickle imports (6)
- "sklearn.impute._base.SimpleImputer",
- "numpy.core.multiarray._reconstruct",
- "src.feature_engineering.TelecomFeatureEngineer",
- "src.feature_engineering.FeatureSelector",
- "numpy.ndarray",
- "numpy.dtype"
How to fix it?
7.51 kB Model version 1.0.0: preprocessor.pkl random_forest.pkl Detected Pickle imports (11)
- "collections.OrderedDict",
- "imblearn.over_sampling._smote.base.SMOTE",
- "sklearn.tree._classes.DecisionTreeClassifier",
- "numpy.core.multiarray._reconstruct",
- "sklearn.neighbors._unsupervised.NearestNeighbors",
- "numpy.ndarray",
- "sklearn.ensemble._forest.RandomForestClassifier",
- "numpy.dtype",
- "numpy.core.multiarray.scalar",
- "sklearn.tree._tree.Tree",
- "imblearn.pipeline.Pipeline"
How to fix it?
7.18 MB Model version 1.0.0: random_forest.pkl
