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Feature Engineering in Scikit-Learn: A KDnuggets Cheat Sheet

Feature Engineering in Scikit-Learn: A KDnuggets Cheat Sheet
Once feature engineering lives inside a Pipeline, each step is fitted on training data only, and the model is scored what it actually earned. And that is the idea behind this new cheat sheet.

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Tagged with

#Feature Engineering
#Pipeline
#Scikit-Learn
#Training Data
#Model Scoring
#Cheat Sheet
#Machine Learning
#Data Preparation
#Model Fitting
#Data Science