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
DecisionTreeThresholdNode.h File Reference

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

#include "DecisionTreeNode.h"

Go to the source code of this file.

Classes

class  DecisionTreeThresholdNode
 

Detailed Description

This file implements a DecisionTreeThresholdNode, 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 iterating over the range of the training data and finding the threshold and feature index that results in the minimum error.

Definition in file DecisionTreeThresholdNode.h.