Other packages > Find by keyword >

IGST  

Informative Gene Selection Tool
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("IGST", "0.1.0")



Attach the package and use:
library("IGST")
Maintained by
Nitesh Kumar Sharma
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-31
Latest Update: 2020-01-31
Description:
Mining informative genes with certain biological meanings are important for clinical diagnosis of disease and discovery of disease mechanisms in plants and animals. This process involves identification of relevant genes and removal of redundant genes as much as possible from a whole gene set. This package selects the informative genes related to a specific trait using gene expression dataset. These trait specific genes are considered as informative genes. This package returns the informative gene set from the high dimensional gene expression data using a combination of methods SVM and MRMR (for feature selection) with bootstrapping procedure.
How to cite:
Nitesh Kumar Sharma (2020). IGST: Informative Gene Selection Tool. R package version 0.1.0, https://cran.r-project.org/web/packages/IGST. Accessed 25 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited IGST R package
View IGST citation profile
Other R packages that IGST depends, imports, suggests or enhances
Complete documentation for IGST
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
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  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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