LADTree
Package
weka.classifiers.trees
Synopsis
Class for generating a multi-class alternating decision tree using the LogitBoost strategy. For more info, see
Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
Available in Weka 3.6.x - 3.7.1. Available via the package management system for Weka >= 3.7.2 (alternatingDecisionTrees)
Options
The table below describes the options available for LADTree.
Option |
Description |
|---|---|
debug |
If set to true, classifier may output additional info to the console. |
numOfBoostingIterations |
The number of boosting iterations to use, which determines the size of the tree. |
Capabilities
The table below describes the capabilites of LADTree.
Capability |
Supported |
|---|---|
Class |
Missing class values, Binary class, Nominal class |
Attributes |
Empty nominal attributes, Missing values, Unary attributes, Date attributes, Numeric attributes, Binary attributes, Nominal attributes |
Min # of instances |
1 |