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Feature Selection Tutorial with Python Examples

Published in arXiv (Cornell University) • Jun 11, 2021
Authors:
Pádraig Cunningham
,
Bahavathy Kathirgamanathan
,
Sarah Jane Delany

Abstract

In Machine Learning, feature selection entails selecting a subset of the available features in a dataset to use for model development. There are many motivations for feature selection, it may result in better models, it may provide insight into the data and it may deliver economies in data gathering...

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