What is the purpose of a Pipeline in scikit-learn?

Data Science with Python Medium

Data Science with Python — Medium

What is the purpose of a Pipeline in scikit-learn?

Key points

  • Pipelines combine data preprocessing and model fitting
  • Helps maintain consistency in data transformations
  • Prevents data leakage during cross-validation

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