HUM: 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) <doi:10.1093/bioinformatics/btu086>).

Package details

AuthorNatalia Novoselova,Junxi Wang,Jialiang Li, Frank Pessler,Frank Klawonn
MaintainerNatalia Novoselova <novos65@mail.ru>
LicenseGPL (>= 3)
Version2.0
URL https://public.ostfalia.de/~klawonn/HUM.htm
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HUM")

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HUM documentation built on June 21, 2022, 5:05 p.m.