klaR

West German Business Cycles 1955-1994

Computation of an Eight Direction Arranged Map

Statlog German Credit

Naive Bayes Classifier

Computation of criterion S of a visualization

Calculation of beta scaling parameters

Benchmarking on B3 data

Scale membership values according to a beta scaling

Calculation of transition probabilities

Lines from classborders to the center

Classification scatterplot matrix

Calculation of Condition Indices for Linear Regression

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

Socioeconomic data for the most populous countries.

Extracts variable cluster IDs

Internal function to convert a distance structure to a matrix

Estimate density of a given kernel

Density of a Multivariate Normal Distribution

Plotting the 2-d partitions of classification methods

Function to calculate e- or softmax scaled membership values

Tabulation of prediction errors by classes

Friedman's classification benchmark data

Stepwise forward variable selection for classification

Calculation of HMM Sum of Path

K-Modes Clustering

Localized Linear Discriminant Analysis (LocLDA)

Pairwise variable selection for classification in local models

Minimal Error Classification

Nearest Mean Classification

Plotting the 2-d partitions of classification methods

Plotting marginal posterior class probabilities

Naive Bayes Plot

Plot information values

Naive Bayes Classifier

Localized Linear Discriminant Analysis (LocLDA)

predict method for locpvs objects

Prediction of Minimal Error Classification

predict method for pvs objects

Regularized Discriminant Analysis (RDA)

Simple k Nearest Neighbours Classification

Interface to SVMlight

Weights of evidence

Pairwise variable selection for classification

Plotting of 4 dimensional membership representation simplex

Transforming of 4 dimensional values in a barycentric coordinate system.

Regularized Discriminant Analysis (RDA)

Linear transformation of data

Plotting Eight Direction Arranged Maps or Self-Organizing Maps

Simple k nearest Neighbours

Stepwise variable selection for classification

Interface to SVMlight

Barycentric plots

Barycentric plots

Barycentric plots

Barycentric plots

Barycentric plots

Barycentric plots

Uschi's classification performance measures

Weights of evidence

Variable clustering based variable selection