Id3
Package
weka.classifiers.trees
Synopsis
Class for constructing an unpruned decision tree based on the ID3 algorithm. Can only deal with nominal attributes. No missing values allowed. Empty leaves may result in unclassified instances. For more information see:
R. Quinlan (1986). Induction of decision trees. Machine Learning. 1(1):81-106.
Options
The table below describes the options available for Id3.
Option |
Description |
|---|---|
debug |
If set to true, classifier may output additional info to the console. |
Capabilities
The table below describes the capabilites of Id3.
Capability |
Supported |
|---|---|
Class |
Missing class values, Binary class, Nominal class |
Attributes |
Binary attributes, Empty nominal attributes, Unary attributes, Nominal attributes |
Min # of instances |
0 |