it.uniroma2.sag.kelp.examples.demo.pruning

Class TreePruningDemo

java.lang.Object

it.uniroma2.sag.kelp.examples.demo.pruning.TreePruningDemo

public class TreePruningDemo
extends Object

This class shows how to use Kelp to prune a tree dataset. In the example, several kernels can be used to build your own classifier.

A description of the tree representations can be found in [Croce et al(2011)] and [Annesi et al(2014)].

Author:

Giovanni Da San Martino

Constructor Summary

Constructors

Constructor and Description
TreePruningDemo()

Method Summary

Methods

Modifier and Type	Method and Description
static int	computeTotalNumberOfNodes(SimpleDataset dataset, String representation)
static TreeNodePruner	createMaxChildrenPrunerObject(int maxChildren, String representation)
static TreeNodePruner	createMaxNumberOfLeavesPrunerObject(int maxLeaves, String representation)
static void	main(String[] args)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TreePruningDemo

public TreePruningDemo()

Method Detail

main

public static void main(String[] args)

computeTotalNumberOfNodes

public static int computeTotalNumberOfNodes(SimpleDataset dataset,
                            String representation)

createMaxNumberOfLeavesPrunerObject

public static TreeNodePruner createMaxNumberOfLeavesPrunerObject(int maxLeaves,
                                                 String representation)

createMaxChildrenPrunerObject

public static TreeNodePruner createMaxChildrenPrunerObject(int maxChildren,
                                           String representation)