Other packages > Find by keyword >

HUM  

Compute HUM Value and Visualize ROC Curves
View on CRAN: Click here


Download and install HUM package within the R console
Install from CRAN:
install.packages("HUM")

Install from Github:
library("remotes")
install_github("cran/HUM")

Install by package version:
library("remotes")
install_version("HUM", "2.0")



Attach the package and use:
library("HUM")
Maintained by
Natalia Novoselova
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-01-20
Latest Update: 2022-06-21
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) ).
How to cite:
Natalia Novoselova (2014). HUM: Compute HUM Value and Visualize ROC Curves. R package version 2.0, https://cran.r-project.org/web/packages/HUM. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0 (2014-01-20 12:05)
Other packages that cited HUM R package
View HUM citation profile
Other R packages that HUM depends, imports, suggests or enhances
Complete documentation for HUM
Functions, R codes and Examples using the HUM R package
Some associated functions: CalcGene . CalcROC . Calculate3D . CalculateHUM_Ex . CalculateHUM_Plot . CalculateHUM_ROC . CalculateHUM_seq . HUM-package . dataset . sim . 
Some associated R codes: CalculateHUM_Ex.R . CalculateHUM_ROC.R . CalculateHUM_seq.R . ROC_Plot.R . RcppExports.R .  Full HUM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA