Package: CDF
Type: Package
Title: Centroid Decision Forest for High-Dimensional Classification
Version: 0.1.0
Authors@R: c(
  person("Amjad", "Ali", email = "amjadali@uaeu.ac.ae",
         role = c("aut", "cre")),
  person("Saeed", "Aldahmani", role = "aut"),
  person("Zardad", "Khan", role = "aut")
  )
Description: Implements the Centroid Decision Forest (CDF) as a single
        user-facing function CDF(). The method selects discriminative
        features via a multi-class class separability score (CSS),
        splits by nearest class centroid, and aggregates tree votes to
        produce predictions and class probabilities. Returns CSS-based
        feature importance as well. Amjad Ali, Saeed Aldahmani, Zardad
        Khan (2025) <doi:10.48550/arXiv.2503.19306>.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 3.6)
Imports: matrixStats, utils
NeedsCompilation: no
RoxygenNote: 7.3.3
Packaged: 2026-10-12 10:18:00 UTC; root
Author: Amjad Ali [aut, cre], Saeed Aldahmani [aut], Zardad Khan [aut]
Maintainer: Amjad Ali <amjadali@uaeu.ac.ae>
Repository: https://cran.r-universe.dev
Date/Publication: 2025-11-10 08:20:32 UTC
RemoteUrl: https://github.com/cran/CDF
RemoteRef: HEAD
RemoteSha: 28bd829a42af7213723ec2b5dbf685c39fbb014b