modelSet< T > Class Template Reference

#include <modelSet.h>

Inheritance diagram for modelSet< T >:

Collaboration diagram for modelSet< T >:

Public Member Functions
	modelSet ()
virtual	~modelSet ()
virtual bool	train (const std::vector< trainingExampleTemplate< T > > &trainingSet)
bool	reset ()
std::vector< T >	run (const std::vector< T > &inputVector)
std::string	getJSON ()
void	writeJSON (const std::string &filepath)
bool	putJSON (const std::string &jsonMessage)
bool	readJSON (const std::string &filepath)

Protected Attributes
std::vector< baseModel< T > * >	myModelSet
int	numInputs
std::vector< std::string >	inputNames
int	numOutputs
bool	created

Detailed Description

template<typename T>
class modelSet< T >

This class holds a set of models with the same or different algorithms.

Constructor & Destructor Documentation

modelSet()

template<typename T >

modelSet< T >::modelSet

(

)

No arguments, don't create any models yet

~modelSet()

template<typename T >

modelSet< T >::~modelSet ( )

virtual

Member Function Documentation

getJSON()

template<typename T >

std::string modelSet< T >::getJSON

(

)

Get a JSON representation of the model in the form of a styled string

putJSON()

template<typename T >

bool modelSet< T >::putJSON

(

const std::string &

jsonMessage

)

configure empty model with string. See getJSON()

readJSON()

template<typename T >

bool modelSet< T >::readJSON

(

const std::string &

filepath

)

read a JSON file at file path and build a modelSet from it

reset()

template<typename T >

bool modelSet< T >::reset

(

)

reset to pre-training state

run()

template<typename T >

std::vector< T > modelSet< T >::run

(

const std::vector< T > &

inputVector

)

run regression or classification for each model

train()

template<typename T >

bool modelSet< T >::train ( const std::vector< trainingExampleTemplate< T > > &  trainingSet )

virtual

Train on a specified set, causes creation if not created

Reimplemented in classificationTemplate< T >, and regressionTemplate< T >.

writeJSON()

template<typename T >

void modelSet< T >::writeJSON

(

const std::string &

filepath

)

Write a JSON model description to specified file path

Member Data Documentation

created

template<typename T >

bool modelSet< T >::created

protected

inputNames

template<typename T >

std::vector<std::string> modelSet< T >::inputNames

protected

myModelSet

template<typename T >

std::vector<baseModel<T>*> modelSet< T >::myModelSet

protected

numInputs

template<typename T >

int modelSet< T >::numInputs

protected

numOutputs

template<typename T >

int modelSet< T >::numOutputs

protected

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

• src/modelSet.h
• src/modelSet.cpp