weka.classifiers.rules.part
Class PruneableDecList
java.lang.Object
weka.classifiers.rules.part.ClassifierDecList
weka.classifiers.rules.part.PruneableDecList
- All Implemented Interfaces:
- java.io.Serializable
- public class PruneableDecList
- extends ClassifierDecList
Class for handling a partial tree structure that
can be pruned using a pruning set.
- Version:
- $Revision: 1.6 $
- Author:
- Eibe Frank (eibe@cs.waikato.ac.nz)
- See Also:
- Serialized Form
Methods inherited from class java.lang.Object |
equals, getClass, hashCode, notify, notifyAll, wait, wait, wait |
PruneableDecList
public PruneableDecList(ModelSelection toSelectLocModel,
int minNum)
- Constructor for pruneable partial tree structure.
- Parameters:
toSelectLocModel
- selection method for local splitting modelminNum
- minimum number of objects in leaf
buildRule
public void buildRule(Instances train,
Instances test)
throws java.lang.Exception
- Method for building a pruned partial tree.
- Throws:
java.lang.Exception
- if tree can't be built successfully
buildDecList
public void buildDecList(Instances train,
Instances test,
boolean leaf)
throws java.lang.Exception
- Builds the partial tree with hold out set
- Throws:
java.lang.Exception
- if something goes wrong