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)
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)
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
hotmail.com)