GMM.h File Reference

This class implements the Gaussian Mixture Model Classifier algorithm. The Gaussian Mixture Model Classifier (GMM) is basic but useful classification algorithm that can be used to classify an N-dimensional signal. More...

#include "../../CoreModules/Classifier.h"
#include "../../ClusteringModules/GaussianMixtureModels/GaussianMixtureModels.h"
#include "MixtureModel.h"

Go to the source code of this file.

Classes
class	GMM

Macros
#define	GMM_MIN_SCALE_VALUE   0.0001
#define	GMM_MAX_SCALE_VALUE   1.0

Detailed Description

This class implements the Gaussian Mixture Model Classifier algorithm. The Gaussian Mixture Model Classifier (GMM) is basic but useful classification algorithm that can be used to classify an N-dimensional signal.

Author

Nicholas Gillian ngill.nosp@m.ian@.nosp@m.media.nosp@m..mit.nosp@m..edu

Version

1.0

Remarks

This implementation is based on Duda, Richard O., and Peter E. Hart. Pattern classification and scene analysis. Vol. 3. New York: Wiley, 1973.

Definition in file GMM.h.

Macro Definition Documentation

#define GMM_MIN_SCALE_VALUE   0.0001

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 44 of file GMM.h.