Evidential Distance-Based Classification

Different evidential distance-based classifiers, which provide outputs in the form of Dempster-Shafer mass functions. The methods are: the evidential K-nearest neighbor rule and the evidential neural network.


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Reference manual

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install.packages("evclass")

1.1.1 by Thierry Denoeux, 7 months ago


Browse source code at https://github.com/cran/evclass


Authors: Thierry Denoeux


Documentation:   PDF Manual  


Task views: Machine Learning & Statistical Learning


GPL-3 license


Imports FNN

Suggests knitr, rmarkdown, datasets


See at CRAN