Advanced Model Building Using the Pipeline Estimator

In this article, we show how the Pipeline estimator from sci-kit learn can be used for efficient machine learning model building, testing, and evaluation. We shall illustrate our example using the cruise ship dataset to build a linear regression model for recommending ship’s crew size.

In the previous article (Feature Selection and Dimensionality Reduction Using Covariance…