#include <trainingData.h>

Collaboration diagram for rapidmix::trainingData:

Classes
struct	element

struct	phrase

Public Member Functions
	trainingData ()

uint32_t	startRecording ()

uint32_t	startRecording (const std::string &label)

uint32_t	addElement (const std::vector< double > &input, const std::vector< double > &output)

uint32_t	addElement (const std::vector< double > &input)

void	stopRecording ()

uint32_t	recordSingleElement (const std::string &label, const std::vector< double > &input)

uint32_t	recordSingleElement (const std::vector< double > &input, const std::vector< double > &output)

uint32_t	recordSingleElement (const std::string &label, const std::vector< double > &input, const std::vector< double > &output)

std::vector< std::string >	getColumnNames ()

void	setColumnNames (const std::vector< std::string > &columnNames)

std::string	getJSON ()

void	writeJSON (const std::string &filepath)

bool	putJSON (const std::string &jsonMessage)

bool	readJSON (const std::string &filepath)

Public Attributes
std::vector< phrase >	trainingSet

Detailed Description

This is used by both NN and KNN models for training

Constructor & Destructor Documentation

§ trainingData()

rapidmix::trainingData::trainingData ( )

Member Function Documentation

§ addElement() [1/2]

uint32_t rapidmix::trainingData::addElement	(	const std::vector< double > &	input,
		const std::vector< double > &	output
	)

Add an element with input and output to the phrase that is recording, or to the default phrase if recording is stopped. Returns phrase id.

§ addElement() [2/2]

uint32_t rapidmix::trainingData::addElement ( const std::vector< double > & input )

Add an element with just input to the phrase that is recording, or to the default phrase if recording is stopped. Returns phrase id.

§ getColumnNames()

std::vector< std::string > rapidmix::trainingData::getColumnNames ( )

§ getJSON()

std::string rapidmix::trainingData::getJSON ( )

Get a JSON representation of the data set in the form of a styled string

§ putJSON()

bool rapidmix::trainingData::putJSON ( const std::string & jsonMessage )

populate a data set with string. See getJSON()

§ readJSON()

bool rapidmix::trainingData::readJSON ( const std::string & filepath )

read a JSON file at file path and build a training set from it

§ recordSingleElement() [1/3]

uint32_t rapidmix::trainingData::recordSingleElement	(	const std::string &	label,
		const std::vector< double > &	input
	)

Create a phrase with a single element that has a label and input. Returns phrase id.

§ recordSingleElement() [2/3]

uint32_t rapidmix::trainingData::recordSingleElement	(	const std::vector< double > &	input,
		const std::vector< double > &	output
	)

Create a phrase with a single element that has input, and output. Returns phrase id.

§ recordSingleElement() [3/3]

uint32_t rapidmix::trainingData::recordSingleElement	(	const std::string &	label,
		const std::vector< double > &	input,
		const std::vector< double > &	output
	)

Create a phrase with a single element that has a label, input, and output. Returns phrase id.

§ setColumnNames()

void rapidmix::trainingData::setColumnNames ( const std::vector< std::string > & columnNames )

§ startRecording() [1/2]

uint32_t rapidmix::trainingData::startRecording ( )

Create a new phrase that can be recorded into. Returns phrase id

§ startRecording() [2/2]

uint32_t rapidmix::trainingData::startRecording ( const std::string & label )

Create new phrase, with a label, that can be recorded into. Returns phrase id

§ stopRecording()

void rapidmix::trainingData::stopRecording ( )

§ writeJSON()

void rapidmix::trainingData::writeJSON ( const std::string & filepath )

Write a JSON version of the training set to specified file path

Member Data Documentation

§ trainingSet

std::vector<phrase> rapidmix::trainingData::trainingSet

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

src/machineLearning/trainingData.h
src/machineLearning/trainingData.cpp

Classes

Public Member Functions

Public Attributes