Package: ExNRuleEnsemble
Type: Package
Title: A k Nearest Neibour Ensemble Based on Extended Neighbourhood
        Rule
Version: 0.1.1
Authors@R: c(person("Amjad Ali", role = c("aut", "cre","cph"), email = "Amjad.ali@awkum.edu.pk"), person("Muhammad Hamraz", role = "aut"), person("Saeed Aldahmani", role = "aut"), person("Zardad Khan", role = "aut"))
Description: The extended neighbourhood rule for the k nearest
        neighbour ensemble where the neighbours are determined in k
        steps. Starting from the first nearest observation of the test
        point, the algorithm identifies a single observation that is
        closest to the observation at the previous step. At each base
        learner in the ensemble, this search is extended to k steps on
        a random bootstrap sample with a random subset of features
        selected from the feature space. The final predicted class of
        the test point is determined by using a majority vote in the
        predicted classes given by all base models. Amjad Ali, Muhammad
        Hamraz, Naz Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad
        Khan (2022) <doi:10.48550/arXiv.2205.15111>.
License: GPL (>= 3)
Encoding: UTF-8
Imports: FNN
LazyData: true
Depends: R (>= 2.10)
NeedsCompilation: no
Packaged: 2026-09-24 12:11:06 UTC; root
Author: Amjad Ali [aut, cre, cph], Muhammad Hamraz [aut], Saeed
        Aldahmani [aut], Zardad Khan [aut]
Maintainer: Amjad Ali <Amjad.ali@awkum.edu.pk>
Repository: https://cran.r-universe.dev
Date/Publication: 2022-12-19 14:00:11 UTC
RemoteUrl: https://github.com/cran/ExNRuleEnsemble
RemoteRef: HEAD
RemoteSha: 7de7b4104a1d92ec19c3dc7328bc45122725d350