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klaR (version 0.5-4)
Classification and visualization
Description
Miscellaneous functions for classification and visualization developed at the Department of Statistics, University of Dortmund
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Install
install.packages('klaR')
Monthly Downloads
12,565
Version
0.5-4
License
GPL version 2
Maintainer
Uwe Ligges with contributions from Andrea Preusser
Last Published
December 14th, 2023
Functions in klaR (0.5-4)
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EDAM
Computation of an Eight Direction Arranged Map
b.scal
Calculation of beta scaling parameters
triperplines
Barycentric plots
triplot
Barycentric plots
distmirr
Internal function to convert a distance structure to a matrix
stepclass
Stepwise variable selection for classification
meclight.default
Minimal Error Classification
TopoS
Computation of criterion S of a visualization
plot.NaiveBayes
Naive Bayes Plot
nm
Nearest Mean Classification
predict.rda
Regularized Discriminant Analysis (RDA)
classscatter
Classification scatterplot matrix
hmm.sop
Calculation of HMM Sum of Path
drawparti
Plotting the 2-d partitions of classification methods
loclda
Localized Linear Discriminant Analysis (LocLDA)
plineplot
Plotting marginal posterior class probabilities
.dmvnorm
Density of a Multivariate Normal Distribution
e.scal
Function to calculate e- or softmax scaled membership values
tripoints
Barycentric plots
benchB3
Benchmarking on B3 data
predict.NaiveBayes
Naive Bayes Classifier
rda
Regularized Discriminant Analysis (RDA)
dkernel
Estimate density of a given kernel
trigrid
Barycentric plots
friedman.data
Friedman's classification benchmark data
svmlight
Interface to SVMlight
predict.sknn
Simple k Nearest Neighbours Classification
quadtrafo
Transforming of 4 dimensional values in a barycentric coordinate system.
B3
West German Business Cycles 1955-1994
shardsplot
Plotting Eight Direction Arranged Maps or Self-Organizing Maps
NaiveBayes
Naive Bayes Classifier
errormatrix
Tabulation of prediction errors by classes
predict.loclda
Localized Linear Discriminant Analysis (LocLDA)
partimat
Plotting the 2-d partitions of classification methods
quadplot
Plotting of 4 dimensional membership representation simplex
sknn
Simple k nearest Neighbours
predict.svmlight
Interface to SVMlight
predict.meclight
Prediction of Minimal Error Classification
tritrafo
Barycentric plots
ucpm
Uschi's classification performance measures
triframe
Barycentric plots
calc.trans
Calculation of transition probabilities
countries
Socioeconomic data for the most populous countries.
betascale
Scale membership values according to a beta scaling
centerlines
Lines from classborders to the center
greedy.wilks
Stepwise forward variable selection for classification