GestureRecognitionToolkit  Version: 0.2.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
Classes
DecisionTreeClusterNode.h File Reference

This file implements a DecisionTreeClusterNode, which is a specific type of node used for a DecisionTree. More...

#include "DecisionTreeNode.h"
#include "../../ClusteringModules/KMeans/KMeans.h"

Go to the source code of this file.

Classes

class  DecisionTreeClusterNode
 

Detailed Description

This file implements a DecisionTreeClusterNode, which is a specific type of node used for a DecisionTree.

Author
Nicholas Gillian ngill.nosp@m.ian@.nosp@m.media.nosp@m..mit.nosp@m..edu
Version
1.0

The node creates a spilt for each node in a DecisionTree by finding the threshold and feature that minimizes the error on the training data at that node. The threshold is found by using KMeans to find two clusters in the training data for each feature, with the threshold being set as the centroid between each cluster.

Definition in file DecisionTreeClusterNode.h.