vaibhav07112004

/

fraud-detection-models

like 2

• "sklearn.preprocessing._data.StandardScaler",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.core.multiarray.scalar",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "sklearn.preprocessing._data.StandardScaler",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.core.multiarray.scalar",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "joblib.numpy_pickle.NumpyArrayWrapper",
• "sklearn.feature_extraction.text.TfidfVectorizer",
• "scipy.sparse._csr.csr_matrix",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy.float64",
• "sklearn.feature_extraction.text.TfidfTransformer"

How to fix it?

• "sklearn.tree._classes.DecisionTreeClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "joblib.numpy_pickle.NumpyArrayWrapper",
• "sklearn.feature_extraction.text.TfidfVectorizer",
• "scipy.sparse._csr.csr_matrix",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy.float64",
• "sklearn.feature_extraction.text.TfidfTransformer"

How to fix it?

• "sklearn.tree._classes.DecisionTreeClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "joblib.numpy_pickle.NumpyArrayWrapper",
• "sklearn.feature_extraction.text.TfidfVectorizer",
• "scipy.sparse._csr.csr_matrix",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy.float64",
• "sklearn.feature_extraction.text.TfidfTransformer"

How to fix it?

• "builtins.bytearray",
• "xgboost.core.Booster",
• "xgboost.sklearn.XGBClassifier"

How to fix it?

• "sklearn.linear_model._logistic.LogisticRegression",
• "sklearn.tree._classes.DecisionTreeClassifier",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.ensemble._stacking.StackingClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "sklearn.preprocessing._label.LabelEncoder",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "lightgbm.sklearn.LGBMClassifier",
• "numpy.ndarray"

How to fix it?

• "sklearn.tree._classes.DecisionTreeClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "sklearn.linear_model._logistic.LogisticRegression",
• "sklearn.tree._classes.DecisionTreeClassifier",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.ensemble._stacking.StackingClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "sklearn.preprocessing._label.LabelEncoder",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "lightgbm.sklearn.LGBMClassifier",
• "numpy.ndarray"

How to fix it?

• "sklearn.linear_model._logistic.LogisticRegression",
• "sklearn.tree._classes.DecisionTreeClassifier",
• "xgboost.sklearn.XGBClassifier",
• "sklearn.ensemble._stacking.StackingClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "sklearn.preprocessing._label.LabelEncoder",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "lightgbm.sklearn.LGBMClassifier",
• "numpy.ndarray"

How to fix it?

• "numpy.dtype",
• "sklearn.impute._base.SimpleImputer",
• "numpy.ndarray",
• "joblib.numpy_pickle.NumpyArrayWrapper"

How to fix it?

• "LabelEncoder.dtype",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "sklearn.preprocessing._label.LabelEncoder",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy.core.multiarray._reconstruct"

How to fix it?

• "LabelEncoder.dtype",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "sklearn.preprocessing._label.LabelEncoder",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy.core.multiarray._reconstruct"

How to fix it?

• "sklearn.preprocessing._data.StandardScaler",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.core.multiarray.scalar",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "builtins.bytearray",
• "xgboost.core.Booster",
• "xgboost.sklearn.XGBClassifier"

How to fix it?

• "sklearn.preprocessing._data.StandardScaler",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.core.multiarray.scalar",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "sklearn.tree._classes.DecisionTreeClassifier",
• "sklearn.ensemble._forest.RandomForestClassifier",
• "joblib.numpy_pickle.NumpyArrayWrapper",
• "numpy.dtype",
• "numpy.ndarray"

How to fix it?

• "joblib.numpy_pickle.NumpyArrayWrapper",
• "sklearn.feature_extraction.text.TfidfVectorizer",
• "scipy.sparse._csr.csr_matrix",
• "numpy.dtype",
• "numpy.ndarray",
• "numpy.float64",
• "sklearn.feature_extraction.text.TfidfTransformer"

How to fix it?