Computation of an Eight Direction Arranged Map
Computation of criterion S of a visualization
Scale membership values according to a beta scaling
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.
Internal function to convert a distance structure to a matrix
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
Stepwise forward variable selection for classification
Localized Linear Discriminant Analysis (LocLDA)
Pairwise variable selection for classification in local models
Plotting marginal posterior class probabilities
Prediction of Minimal Error Classification
Simple k Nearest Neighbours Classification
Pairwise variable selection for classification
Plotting of 4 dimensional membership representation simplex
Transforming of 4 dimensional values in a barycentric coordinate system.
Plotting Eight Direction Arranged Maps or Self-Organizing Maps
Stepwise variable selection for classification
Variable clustering based variable selection

Stepwise variable selection in classification
Vizualizing Eight Direction Arranged Maps