Search Results for author: Aayush Kumar

Found 2 papers, 1 papers with code

EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python

1 code implementation8 Aug 2022 Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo

This paper presents an open-source Python toolbox called Ensemble Feature Importance (EFI) to provide machine learning (ML) researchers, domain experts, and decision makers with robust and accurate feature importance quantification and more reliable mechanistic interpretation of feature importance for prediction problems using fuzzy sets.

Feature Importance

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