Type: Package
Package: findIPs
Title: Influential Points Detection for Feature Rankings
Version: 1.7.0
Date: 2024-11-20
Authors@R: c(
    person("Shuo", "Wang", , "wangsures@foxmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0009-0000-0424-2160")),
    person("Junyan", "Lu", , "junyan.lu@uni-heidelberg.de", role = "aut")
  )
Description: Feature rankings can be distorted by a single case in the
        context of high-dimensional data. The cases exerts abnormal
        influence on feature rankings are called influential points
        (IPs). The package aims at detecting IPs based on case deletion
        and quantifies their effects by measuring the rank changes
        (DOI:10.48550/arXiv.2303.10516). The package applies a novel
        rank comparing measure using the adaptive weights that stress
        the top-ranked important features and adjust the weights to
        ranking properties.
License: GPL-3
URL: https://github.com/ShuoStat/findIPs
BugReports: https://github.com/ShuoStat/findIPs
Depends: graphics, R (>= 4.4.0)
Imports: Biobase, BiocParallel, parallel, stats, SummarizedExperiment,
        survival, utils
Suggests: BiocStyle, knitr, rmarkdown, testthat
VignetteBuilder: knitr
biocViews: GeneExpression, DifferentialExpression, Regression, Survival
Encoding: UTF-8
LazyData: FALSE
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Config/pak/sysreqs: zlib1g-dev
Repository: https://bioc.r-universe.dev
Date/Publication: 2025-10-29 15:30:10 UTC
RemoteUrl: https://github.com/bioc/findIPs
RemoteRef: HEAD
RemoteSha: e70b87c9d2702479d052b31ca3678d31c40ffb35
NeedsCompilation: no
Packaged: 2025-11-02 14:53:48 UTC; root
Author: Shuo Wang [aut, cre] (ORCID: <https://orcid.org/0009-0000-0424-2160>),
  Junyan Lu [aut]
Maintainer: Shuo Wang <wangsures@foxmail.com>
Built: R 4.6.0; ; 2025-11-02 14:55:48 UTC; windows
