Statlog German Credit
Scale membership values according to a beta scaling
Naive Bayes Classifier
West German Business Cycles 1955-1994
Calculation of transition probabilities
Lines from classborders to the center
Extracts variable cluster IDs
Computation of an Eight Direction Arranged Map
Density of a Multivariate Normal Distribution
Classification scatterplot matrix
Function to identify groups of highly correlated variables
for removing correlated features from the data for further analysis.
Estimate density of a given kernel
Stepwise forward variable selection for classification
Plotting the 2-d partitions of classification methods
Socioeconomic data for the most populous countries.
Calculation of Condition Indices for Linear Regression
Function to calculate e- or softmax scaled membership values
Minimal Error Classification
Pairwise variable selection for classification in local models
K-Modes Clustering
Localized Linear Discriminant Analysis (LocLDA)
Internal function to convert a distance structure to a matrix
Nearest Mean Classification
Plotting the 2-d partitions of classification methods
Localized Linear Discriminant Analysis (LocLDA)
Tabulation of prediction errors by classes
Regularized Discriminant Analysis (RDA)
Friedman's classification benchmark data
Simple k Nearest Neighbours Classification
Calculation of HMM Sum of Path
predict method for locpvs objects
Linear transformation of data
Plotting marginal posterior class probabilities
Naive Bayes Plot
Plot information values
Naive Bayes Classifier
Simple k nearest Neighbours
Plotting Eight Direction Arranged Maps or Self-Organizing Maps
predict method for pvs objects
Prediction of Minimal Error Classification
Interface to SVMlight
Pairwise variable selection for classification
Transforming of 4 dimensional values in a barycentric coordinate system.
Plotting of 4 dimensional membership representation simplex
Interface to SVMlight
Stepwise variable selection for classification
Weights of evidence
Weights of evidence
Regularized Discriminant Analysis (RDA)
Barycentric plots
Barycentric plots
Variable clustering based variable selection
Uschi's classification performance measures
Barycentric plots
Barycentric plots
Barycentric plots
Barycentric plots
Computation of criterion S of a visualization
Benchmarking on B3 data
Calculation of beta scaling parameters