compute HUM value and visualize ROC curves

Tools for computing HUM (Hypervolume Under the Manifold) value to estimate features ability to discriminate the class labels, visualizing the ROC curve for two or three class labels.


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Reference manual

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install.packages("HUM")

1.0 by Natalia Novoselova, 5 years ago


http://public.ostfalia.de/~klawonn/HUM.htm


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


Authors: Natalia Novoselova , Junxi Wang , Jialiang Li , Frank Pessler , Frank Klawonn


Documentation:   PDF Manual  


GPL (>= 3) license


Imports rgl

Depends on gtools, Rcpp

Linking to Rcpp


See at CRAN