Data Science, Data Visualization, Data Analysis, Data, Machine Learning.
('onehot', OneHotEncoder(handle_unknown='ignore'))]) preprocessor = ColumnTransformer( transformers=[ ('num', numeric_transformer, numeric_features), ('cat', categorical_transformer, categorical_features)]) # Preprocess the data X_preprocessed = preprocessor.fit_transform(X) 5. Train the logistic