GestureRecognitionToolkit  Version: 0.1.0
The Gesture Recognition Toolkit (GRT) is a cross-platform, open-source, c++ machine learning library for real-time gesture recognition.
AdaBoostClassModel Class Reference

#include <AdaBoostClassModel.h>

Public Member Functions

 AdaBoostClassModel (const AdaBoostClassModel &rhs)
 
AdaBoostClassModeloperator= (const AdaBoostClassModel &rhs)
 
bool clear ()
 
bool setClassLabel (const UINT classLabel)
 
bool addClassifierToCommitee (const WeakClassifier *weakClassifier, Float weight)
 
Float predict (const VectorFloat &inputVector)
 
void print () const
 
UINT getClassLabel () const
 
UINT getNumWeakClassifiers () const
 
Vector< WeakClassifier * > getWeakClassifiers () const
 
template<class T >
T * getWeakClassifier (const UINT &index)
 
VectorFloat getWeights () const
 
bool saveModelToFile (std::fstream &file) const
 
bool loadModelFromFile (std::fstream &file)
 
bool normalizeWeights ()
 

Protected Attributes

UINT classLabel
 
VectorFloat weights
 
Vector< WeakClassifier * > weakClassifiers
 
DebugLog debugLog
 
WarningLog warningLog
 
ErrorLog errorLog
 

Detailed Description

GRT MIT License Copyright (c) <2012> <Nicholas Gillian, Media Lab, MIT>

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Definition at line 36 of file AdaBoostClassModel.h.


The documentation for this class was generated from the following file: