TDIDT (Top-Down Induction of Decision Trees) Algorithm
Dataset
genetics
lens24
lens26
lens27
monk1
monk2
monk3
nursery
soybean
vote
Action to take when processing test data if there is a 'missing branch' of the decision tree
(as described in Section 6.7 of
Principles of Data Mining
)
use overall majority class (default)
leave as unclassified
use local majority class
Create log file of rules in CSV format?
no log file
create in type 1 format
create in type 2 format
trace1
yes
no Display messages relating to generation of decision tree (including clashes)
trace2
yes
no Display messages relating to processing of test data (including when there is a missing branch of the decision tree)