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 (Natalia Novoselova, Cristina Della Beffa, Junxi Wang, Jialiang Li, Frank Pessler, Frank Klawonn (2014) ).


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("HUM")

2.0 by Natalia Novoselova, 4 years ago


https://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