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 19 Sep. 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

randquotes  
Get Random Quotes from Quotes on Design API
Connects to the site that uses the 'WordPress' built-in REST API to p ...
Download / Learn more Package Citations See dependency  
OSDR  
Finds an Optimal System of Distinct Representatives
Provides routines for finding an Optimal System of Distinct Representatives (OSDR), as defined by D ...
Download / Learn more Package Citations See dependency  
CINE  
Classification International Normalized of Education
Function using lemmatization to classify educational programs according to the CINE(Classification I ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
MDOLS  
Inference of Quadratic Functional for Moderate-Dimensional OLS
Statistical inference for quadratic functional of the moderate-dimensional linear model in Guo and C ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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