Package: IGST
Type: Package
Title: Informative Gene Selection Tool
Version: 0.1.0
Author: Nitesh Kumar Sharma, Dwijesh Chandra Mishra, Neeraj Budhlakoti
        and Md. Samir Farooqi
Maintainer: Nitesh Kumar Sharma <sharmanitesh.iasri@gmail.com>
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.
Depends: R (>= 3.5)
Imports: e1071, BootMRMR
License: GPL-3
Encoding: UTF-8
LazyData: true
NeedsCompilation: no
Packaged: 2026-06-21 07:31:54 UTC; root
Repository: https://nitzzzzzzz.r-universe.dev
Date/Publication: 2020-01-31 15:00:06 UTC
RemoteUrl: https://github.com/cran/IGST
RemoteRef: HEAD
RemoteSha: 50dc0a6309c4665b760c690f4c336a9453178a75