Package: gomp
Type: Package
Title: The gamma-OMP Feature Selection Algorithm
Version: 1.1
Date: 2026-03-27
Authors@R: person("Michail", "Tsagris", role = c("aut", "cre"), email = "mtsagris@uoc.gr")
Author: Michail Tsagris [aut, cre]
Maintainer: Michail Tsagris <mtsagris@uoc.gr>
Depends: R (>= 4.0)
Imports: doParallel, foreach, Hmisc, MASS, nnet, ordinal, parallel,
        quantreg, rangen, Rfast, stats, survival
Suggests: dcorVS, Rfast2
Description: The gamma-Orthogonal Matching Pursuit (gamma-OMP) is a
        recently suggested modification of the OMP feature selection
        algorithm for a wide range of response variables. The package
        offers many alternative regression models, such linear, robust,
        survival, multivariate etc., including k-fold cross-validation.
        References: Tsagris M., Papadovasilakis Z., Lakiotaki K. and
        Tsamardinos I. (2018). "Efficient feature selection on gene
        expression data: Which algorithm to use?" BioRxiv.
        <doi:10.1101/431734>. Tsagris M., Papadovasilakis Z., Lakiotaki
        K. and Tsamardinos I. (2022). "The gamma-OMP algorithm for
        feature selection with application to gene expression data".
        IEEE/ACM Transactions on Computational Biology and
        Bioinformatics 19(2): 1214--1224.
        <doi:10.1109/TCBB.2020.3029952>.
License: GPL (>= 2)
NeedsCompilation: no
Packaged: 2026-07-04 03:44:43 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2026-03-27 17:13:47 UTC
RemoteUrl: https://github.com/cran/gomp
RemoteRef: HEAD
RemoteSha: adcb2f939dd8bf327c3786b1758be48350136231