Feature Engineering Explained - Feature Selection - Examples in Python

Publicado el: 08 diciembre 2023
en el canal de: Emre KOCYIGIT
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This is the third video of the video series about feature engineering techniques. I introduced the feature engineering pipeline, and two feature engineering techniques in the previous videos (feature improvement and feature construction). This video is about another important feature engineering technique - Feature Selection.

I added some examples of feature selection in python via scikit-learn. Also, at the end, I provided overall picture of the feature selection techniques.

source code link: https://github.com/emre-kocyigit/feat...

Next video will be about Feature Extraction.

Some helpful links:
Scikit-learn: https://scikit-learn.org/stable/modul...
Feature Engine: https://feature-engine.trainindata.co...

Papers:
https://www.frontiersin.org/articles/...
https://link.springer.com/article/10....

#featureengineering #featureselection #machinelearning #pyhton #jupyternotebook #scikitlearn


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