Russian version

Methods for statistical data analysis with decision trees

Problems of the multivariate statistical analysis

What is a decision tree? (pdf)

How to build decision trees? (pdf)

Parameters of the quality of a tree (pdf)

An estimation of quality on a control sample (pdf)

Methods of construction of decision trees (pdf)

Criteria of branching quality (pdf)

Method of sequential branching (pdf)

Method of pruning (pdf)

A recursive method (pdf)

Quality estimation and methods comparison (pdf)

From decision trees to decision forest (pdf)

Decision trees in cluster and time series analysis problems (pdf)

The cluster analysis with the using of decision trees (pdf)

Decisions trees and multivariate time series analysis (pdf)


Fault tree generation from decision tree (pdf) new

Software description for decision tree construction (pdf)


Download tutorial (pdf)

Download LASTAN


Authors of the page:

Vladimir Berikov (berikov at math dot nsc dot ru)

and Alexander Litvinenko (lag at list dot ru)

Special thanks to Henriette van Iperen (hen_vanip at