Package: kknn 1.3.3

kknn: Weighted k-Nearest Neighbors

Weighted k-Nearest Neighbors for Classification, Regression and Clustering.

Authors:Klaus Schliep [aut, cre], Klaus Hechenbichler [aut], Antoine Lizee [ctb]

kknn_1.3.3.tar.gz
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kknn_1.3.3.tgz(r-4.4-x86_64)kknn_1.3.3.tgz(r-4.4-arm64)kknn_1.3.3.tgz(r-4.3-x86_64)kknn_1.3.3.tgz(r-4.3-arm64)
kknn_1.3.3.tar.gz(r-4.5-noble)kknn_1.3.3.tar.gz(r-4.4-noble)
kknn_1.3.3.tgz(r-4.4-emscripten)kknn_1.3.3.tgz(r-4.3-emscripten)
kknn.pdf |kknn.html
kknn/json (API)
NEWS

# Install 'kknn' in R:
install.packages('kknn', repos = c('https://klausvigo.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/klausvigo/kknn/issues

Datasets:
  • glass - Glass Identification Database
  • ionosphere - Johns Hopkins University Ionosphere Database
  • miete - Munich Rent Standard Database

On CRAN:

nearest-neighbor

11.09 score 23 stars 43 packages 4.7k scripts 8.9k downloads 17 mentions 9 exports 11 dependencies

Last updated 3 years agofrom:3becbeb277. Checks:OK: 7 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 22 2024
R-4.5-win-x86_64NOTEOct 22 2024
R-4.5-linux-x86_64NOTEOct 22 2024
R-4.4-win-x86_64OKOct 22 2024
R-4.4-mac-x86_64OKOct 22 2024
R-4.4-mac-aarch64OKOct 22 2024
R-4.3-win-x86_64OKOct 22 2024
R-4.3-mac-x86_64OKOct 22 2024
R-4.3-mac-aarch64OKOct 22 2024

Exports:contr.dummycontr.metriccontr.ordinalcv.kknnkknnkknn.distsimulationspecClusttrain.kknn

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangvctrs

Readme and manuals

Help Manual

Help pageTopics
Weighted k-Nearest Neighbors Classification and Clusteringkknn-package
Contrast Matricescontr.dummy contr.metric contr.ordinal
Glass Identification Databaseglass
Johns Hopkins University Ionosphere Databaseionosphere
Weighted k-Nearest Neighbor Classifierkknn kknn.dist predict.kknn print.kknn summary.kknn
Deprecated Functions in Package kknnsimulation
Munich Rent Standard Database (1994)miete
Spectral Clusteringplot.specClust specClust
Training kknncv.kknn plot.train.kknn predict.train.kknn print.train.kknn summary.train.kknn train.kknn