ExplainPrediction: Explanation of Predictions for Classification and Regression Models

Package contains methods to generate explanations for individual predictions of classification and regression models. Weighted averages of individual explanations form explanation of the whole model. The package extends 'CORElearn' package, but other prediction models can also be explained using a wrapper.

AuthorMarko Robnik-Sikonja
Date of publication2016-11-06 00:01:46
MaintainerMarko Robnik-Sikonja <marko.robnik@fri.uni-lj.si>
LicenseGPL-3
Version1.1.4
http://lkm.fri.uni-lj.si/rmarko/software/

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Files

ExplainPrediction
ExplainPrediction/NAMESPACE
ExplainPrediction/R
ExplainPrediction/R/explain.R ExplainPrediction/R/init.R
ExplainPrediction/MD5
ExplainPrediction/DESCRIPTION
ExplainPrediction/ChangeLog
ExplainPrediction/man
ExplainPrediction/man/wrap4Explanation.Rd ExplainPrediction/man/explanation.Rd ExplainPrediction/man/ExplainPrediction-package.Rd

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