`install.packages('klaR')`

10,777

1.7-3

GPL-2 | GPL-3

December 13th, 2023

GermanCredit

Statlog German Credit

betascale

Scale membership values according to a beta scaling

NaiveBayes

Naive Bayes Classifier

B3

West German Business Cycles 1955-1994

calc.trans

Calculation of transition probabilities

centerlines

Lines from classborders to the center

cvtree

Extracts variable cluster IDs

EDAM

Computation of an Eight Direction Arranged Map

.dmvnorm

Density of a Multivariate Normal Distribution

classscatter

Classification scatterplot matrix

corclust

Function to identify groups of highly correlated variables
for removing correlated features from the data for further analysis.

dkernel

Estimate density of a given kernel

greedy.wilks

Stepwise forward variable selection for classification

drawparti

Plotting the 2-d partitions of classification methods

countries

Socioeconomic data for the most populous countries.

cond.index

Calculation of Condition Indices for Linear Regression

e.scal

Function to calculate e- or softmax scaled membership values

meclight.default

Minimal Error Classification

locpvs

Pairwise variable selection for classification in local models

kmodes

K-Modes Clustering

predict.loclda

Localized Linear Discriminant Analysis (LocLDA)

distmirr

Internal function to convert a distance structure to a matrix

nm

Nearest Mean Classification

partimat

Plotting the 2-d partitions of classification methods

loclda

Localized Linear Discriminant Analysis (LocLDA)

errormatrix

Tabulation of prediction errors by classes

predict.rda

Regularized Discriminant Analysis (RDA)

friedman.data

Friedman's classification benchmark data

predict.sknn

Simple k Nearest Neighbours Classification

hmm.sop

Calculation of HMM Sum of Path

predict.locpvs

predict method for locpvs objects

rerange

Linear transformation of data

plineplot

Plotting marginal posterior class probabilities

plot.NaiveBayes

Naive Bayes Plot

plot.woe

Plot information values

predict.NaiveBayes

Naive Bayes Classifier

sknn

Simple k nearest Neighbours

shardsplot

Plotting Eight Direction Arranged Maps or Self-Organizing Maps

predict.pvs

predict method for pvs objects

predict.meclight

Prediction of Minimal Error Classification

svmlight

Interface to SVMlight

pvs

Pairwise variable selection for classification

quadtrafo

Transforming of 4 dimensional values in a barycentric coordinate system.

quadplot

Plotting of 4 dimensional membership representation simplex

predict.svmlight

Interface to SVMlight

stepclass

Stepwise variable selection for classification

predict.woe

Weights of evidence

woe

Weights of evidence

rda

Regularized Discriminant Analysis (RDA)

triframe

Barycentric plots

tritrafo

Barycentric plots

xtractvars

Variable clustering based variable selection

ucpm

Uschi's classification performance measures

tripoints

Barycentric plots

trigrid

Barycentric plots

triplot

Barycentric plots

triperplines

Barycentric plots

TopoS

Computation of criterion S of a visualization

benchB3

Benchmarking on B3 data

b.scal

Calculation of beta scaling parameters