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: 2022-12-19 12:51:25 UTC; aaliu
Author: Amjad Ali [aut, cre, cph],
  Muhammad Hamraz [aut],
  Saeed Aldahmani [aut],
  Zardad Khan [aut]
Maintainer: Amjad Ali <Amjad.ali@awkum.edu.pk>
Repository: CRAN
Date/Publication: 2022-12-19 15:00:11 UTC
Built: R 4.6.0; ; 2026-04-26 17:39:26 UTC; unix
