Single Feature Model Performance with Feature-engine

In this video, we show how to select features by training single feature classifiers or regression models to assess feature importance. You'll learn how to use Feature-engine's SelectBySingleFeaturePerformance transformer to select features based on their predictive power for classification and regression tasks, using metrics like ROC-AUC and R².

Feature-engine documentation: https://feature-engine.trainindata.com

Want to learn more? Check out our course: https://www.trainindata.com/p/feature-selection-for-machine-learning

Our Book: https://www.trainindata.com/p/feature-selection-in-machine-learning-book

Видео Single Feature Model Performance with Feature-engine канала Soledad Galli | Data Scientist @ Train in Data