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 26 Aug. 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

RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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