Shape mismatch in Pipeline with ColumnTransformer
Pipeline Feature Alignment A scikit-learn Pipeline is designed to encapsulate sequential preprocessing steps and a final estimator. When integrating a ColumnTransformer as an intermediate step, the pipeline must maintain consistent feature dimensions between the transformation output and the estimator's input requirements. Uncertainty arises when categorical