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HUM (version 2.0)

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

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Version

Install

install.packages('HUM')

Monthly Downloads

122

Version

2.0

License

GPL (>= 3)

Last Published

June 21st, 2022

Functions in HUM (2.0)

dataset

simulated data
CalcROC

Calculate ROC points
CalculateHUM_Ex

Calculate HUM value
CalcGene

Calculate HUM value
Calculate3D

Plot the 3D-ROC curve
CalculateHUM_Plot

Plot 2D-ROC curve
CalculateHUM_ROC

Calculate HUM value
HUM-package

HUM calculation
CalculateHUM_seq

Calculate HUM value
sim

desease data