klaR

Classification and Visualization

Miscellaneous functions for classification and visualization, e.g. regularized discriminant analysis, sknn() kernel-density naive Bayes, an interface to 'svmlight' and stepclass() wrapper variable selection for supervised classification, partimat() visualization of classification rules and shardsplot() of cluster results as well as kmodes() clustering for categorical data, corclust() variable clustering, variable extraction from different variable clustering models and weight of evidence preprocessing.

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Description file content

Package
klaR
Version
0.6-14
Date
2018-03-19
Title
Classification and Visualization
Author
Christian Roever, Nils Raabe, Karsten Luebke, Uwe Ligges, Gero Szepannek, Marc Zentgraf
Maintainer
Uwe Ligges
SystemRequirements
SVMlight
Suggests
scatterplot3d (>= 0.3-22), som, mlbench, rpart, e1071
Depends
R (>= 2.10.0), MASS
Imports
combinat, questionr, grDevices, stats, utils, graphics
Description
Miscellaneous functions for classification and visualization, e.g. regularized discriminant analysis, sknn() kernel-density naive Bayes, an interface to 'svmlight' and stepclass() wrapper variable selection for supervised classification, partimat() visualization of classification rules and shardsplot() of cluster results as well as kmodes() clustering for categorical data, corclust() variable clustering, variable extraction from different variable clustering models and weight of evidence preprocessing.
License
GPL-2
URL
NeedsCompilation
no
Packaged
2018-03-19 10:52:49 UTC; ligges
Repository
CRAN
Date/Publication
2018-03-19 11:10:32 UTC

install.packages('klaR')

0.6-14

6 months ago

http://www.statistik.tu-dortmund.de

Uwe Ligges

GPL-2

Depends on

R (>= 2.10.0), MASS

Imports

combinat, questionr, grDevices, stats, utils, graphics

Suggests

scatterplot3d (>= 0.3-22), som, mlbench, rpart, e1071

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