HUM: compute HUM value and visualize ROC curves
Version 1.0

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.

Browse man pages Browse package API and functions Browse package files

AuthorNatalia Novoselova,Junxi Wang,Jialiang Li, Frank Pessler,Frank Klawonn
Date of publication2014-01-20 12:05:33
MaintainerNatalia Novoselova <novos65@mail.ru>
LicenseGPL (>= 3)
Version1.0
URL http://public.ostfalia.de/~klawonn/HUM.htm
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("HUM")

Man pages

CalcGene: Calculate HUM value
CalcROC: Calculate ROC points
Calculate3D: Plot the 3D-ROC curve
CalculateHUM_Ex: Calculate HUM value
CalculateHUM_Plot: Plot 2D-ROC curve
CalculateHUM_ROC: Calculate HUM value
CalculateHUM_seq: Calculate HUM value
dataset: simulated data
HUM-package: HUM calculation
sim: desease data

Functions

CalcGene Man page Source code
CalcROC Man page Source code
Calculate3D Man page Source code
CalculateHUM_Ex Man page Source code
CalculateHUM_Plot Man page Source code
CalculateHUM_ROC Man page Source code
CalculateHUM_seq Man page Source code
HUM Man page
HUM-package Man page
dataset Man page
sim Man page

Files

src
src/Makevars
src/HUMseq.cpp
src/Makevars.win
src/RcppExports.cpp
NAMESPACE
data
data/dataset.txt.gz
data/sim.txt.gz
R
R/ROC_Plot.R
R/CalculateHUM_Ex.R
R/RcppExports.R
R/CalculateHUM_ROC.R
R/CalculateHUM_seq.R
MD5
DESCRIPTION
man
man/CalcROC.Rd
man/Calculate3D.Rd
man/CalculateHUM_Ex.Rd
man/CalculateHUM_seq.Rd
man/CalculateHUM_ROC.Rd
man/CalculateHUM_Plot.Rd
man/HUM-package.Rd
man/dataset.Rd
man/CalcGene.Rd
man/sim.Rd
HUM documentation built on May 19, 2017, 12:38 p.m.