machineLearning.h File Reference

#include "rapidMix.h"
#include "classification.h"
#include "regression.h"
#include "seriesClassification.h"
#include "rapidXMM.h"
#include "rapidGVF.h"

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Classes
struct	rapidmix::runResults_t
	A generic ouptut struct to fit all kinds of models. More...
class	rapidmix::machineLearning< MachineLearningModule >
	Host class for machine learning algorithms. More...

Namespaces
	rapidmix

Typedefs
typedef struct rapidmix::runResults_t	rapidmix::runResults
	A generic ouptut struct to fit all kinds of models. More...
typedef machineLearning< classification< double > >	rapidmix::staticClassification
	static classification using KNN from RapidLib More...
typedef machineLearning< regression< double > >	rapidmix::staticRegression
	static regression using Neural Networks from RapidLib More...
typedef machineLearning< seriesClassification< double > >	rapidmix::dtwTemporalClassification
	temporal classification using Dynamic Time Warping from RapidLib More...
typedef xmmToolConfig	rapidmix::xmmConfig
	configuration for XMM based algorithms More...
typedef machineLearning< rapidXmmGmm >	rapidmix::xmmStaticClassification
	static classification using Gaussian Mixture Models from XMM More...
typedef machineLearning< rapidXmmGmr >	rapidmix::xmmStaticRegression
	static regression using Gaussian Mixture Models from XMM More...
typedef machineLearning< rapidXmmHmm >	rapidmix::xmmTemporalClassification
	temporal classification using Hierarchical Hidden Markov Models from XMM More...
typedef machineLearning< rapidXmmHmr >	rapidmix::xmmTemporalRegression
	temporal regression using Hierarchical Hidden Markov Models from XMM More...
typedef machineLearning< rapidGVF >	rapidmix::gvfTemporalVariation
	temporal variation estimation using GVF library More...

Detailed Description

Author

Michael Zbyszynski on 10 Jan 2016

Copyright

Copyright © 2017 Goldsmiths. All rights reserved.