Web: https://towardsdatascience.com/boruta-shap-an-amazing-tool-for-feature-selection-every-data-scientist-should-know-33a5f01285c0?source=rss----7f60cf5620c9---4

Jan. 25, 2022, 7:51 p.m. | Vinícius Trevisan

Towards Data Science - Medium towardsdatascience.com

Boruta SHAP: A Tool for Feature Selection Every Data Scientist Should Know

How we can use Boruta and SHAP to build an amazing feature selection process — with python examples

Original by Noah Näf on Unsplash

When building a machine learning model, we know that having too many features brings issues such as the curse of dimensionality, besides the need for more memory, processing time, and power.

On our Feature Engineering pipelines we employ feature selection techniques to try …

data data science data scientist explainable ai feature engineering feature selection machine learning shap tool

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