Other packages > Find by keyword >

propOverlap  

Feature (gene) selection based on the Proportional Overlapping Scores
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("propOverlap", "1.0")



Attach the package and use:
library("propOverlap")
Maintained by
Osama Mahmoud
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-09-15
Latest Update: 2014-09-15
Description:
A package for selecting the most relevant features (genes) in the high-dimensional binary classification problems. The discriminative features are identified using analyzing the overlap between the expression values across both classes. The package includes functions for measuring the proportional overlapping score for each gene avoiding the outliers effect. The used measure for the overlap is the one defined in the "Proportional Overlapping Score (POS)" technique for feature selection. A gene mask which represents a gene's classification power can also be produced for each gene (feature). The set size of the selected genes might be set by the user. The minimum set of genes that correctly classify the maximum number of the given tissue samples (observations) can be also produced.
How to cite:
Osama Mahmoud (2014). propOverlap: Feature (gene) selection based on the Proportional Overlapping Scores. R package version 1.0, https://cran.r-project.org/web/packages/propOverlap. Accessed 28 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited propOverlap R package
View propOverlap citation profile
Other R packages that propOverlap depends, imports, suggests or enhances
Complete documentation for propOverlap
Functions, R codes and Examples using the propOverlap R package
Some associated functions: CoreIntervals . GMask . POS . RDC . Sel.Features . leukaemia . lung . propOverlap-internals . propOverlap-package . 
Some associated R codes: CoreIntervals.R . GMask.R . Min.Set.R . POS.R . RDC.R . Sel.Features.R . block.R .  Full propOverlap package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nlraa  
Nonlinear Regression for Agricultural Applications
Additional nonlinear regression functions using self-start (SS) algorithms. One of the functions is ...
Download / Learn more Package Citations See dependency  
arnie  
"Arnie" box office records 1982-2014
Arnold Schwarzenegger movie weekend box office records from1982-2014 ...
Download / Learn more Package Citations See dependency  
XKCDdata  
Get XKCD Comic Data
Download data from individual XKCD comics, written by Randall Munroe < ...
Download / Learn more Package Citations See dependency  
minimax  
The Minimax Distribution Family
The minimax family of distributions is a two-parameter family like the beta family, but computation ...
Download / Learn more Package Citations See dependency  
geoelectrics  
3D-Visualization of Geoelectric Resistivity Measurement Profiles
Visualizes two-dimensional geoelectric resistivity measurement profiles in three dimensions. ...
Download / Learn more Package Citations See dependency  
Rirt  
Data Analysis and Parameter Estimation Using Item Response Theory
Parameter estimation, computation of probability, information, and (log-)likelihood, and visualizat ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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