featureimpact Python package

A Python package for estimating the statistical impact of features

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Description

This package let's you compute the statistical impact of features given a scikit-learn estimator. The computation is based on the mean variation of the difference between quantile and original predictions. The impact is reliable for regressors and binary classifiers.

Currently, all features must consist only of pure-numerical, non-categorical values.

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Additional Project Details

Languages

English

Intended Audience

Developers, Science/Research

Programming Language

Python

Registered

2013-03-27
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