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HUM (version 1.0)

compute HUM value and visualize ROC curves

Description

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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Version

Install

install.packages('HUM')

Monthly Downloads

179

Version

1.0

License

GPL (>= 3)

Maintainer

Natalia Novoselova

Last Published

January 20th, 2014

Functions in HUM (1.0)

CalculateHUM_ROC

Calculate HUM value
Calculate3D

Plot the 3D-ROC curve
CalcROC

Calculate ROC points
CalculateHUM_seq

Calculate HUM value
CalcGene

Calculate HUM value
HUM-package

HUM calculation
CalculateHUM_Plot

Plot 2D-ROC curve
dataset

simulated data
CalculateHUM_Ex

Calculate HUM value
sim

desease data