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.

Author
Natalia Novoselova,Junxi Wang,Jialiang Li, Frank Pessler,Frank Klawonn
Date of publication
2014-01-20 12:05:33
Maintainer
Natalia Novoselova <novos65@mail.ru>
License
GPL (>= 3)
Version
1.0
URLs

View on CRAN

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

Files in this package

HUM
HUM/src
HUM/src/Makevars
HUM/src/HUMseq.cpp
HUM/src/Makevars.win
HUM/src/RcppExports.cpp
HUM/NAMESPACE
HUM/data
HUM/data/dataset.txt.gz
HUM/data/sim.txt.gz
HUM/R
HUM/R/ROC_Plot.R
HUM/R/CalculateHUM_Ex.R
HUM/R/RcppExports.R
HUM/R/CalculateHUM_ROC.R
HUM/R/CalculateHUM_seq.R
HUM/MD5
HUM/DESCRIPTION
HUM/man
HUM/man/CalcROC.Rd
HUM/man/Calculate3D.Rd
HUM/man/CalculateHUM_Ex.Rd
HUM/man/CalculateHUM_seq.Rd
HUM/man/CalculateHUM_ROC.Rd
HUM/man/CalculateHUM_Plot.Rd
HUM/man/HUM-package.Rd
HUM/man/dataset.Rd
HUM/man/CalcGene.Rd
HUM/man/sim.Rd