C# Class SetVision.Learning.Classifier

Mostra file Open project: LoyVanBeek/SetVision

Protected Properties

Property	Type	Description
LUT	string>.Dictionary
TUL	int>.Dictionary

Public Methods

Method	Description
Classify ( float vector ) : int
ClassifyToString ( float vector ) : string
GenerateTrainMatrices ( int>.IDictionary trainpairs, Matrix &vectors, Matrix &classes ) : void
ToMatrix ( float vector ) : Matrix
Train ( int>.IDictionary trainpairs ) : void
Train ( string>.IDictionary trainpairs ) : void
TrainFromCsv ( string filename ) : void

Protected Methods

Method	Description
InitLookups ( string>.IDictionary trainpairs ) : void
TrainCsv ( string filename ) : string>>.IEnumerable

Method Details

Classify() public method

public Classify ( float vector ) : int
vector	float
return	int

ClassifyToString() public method

public ClassifyToString ( float vector ) : string
vector	float
return	string

GenerateTrainMatrices() public static method

public static GenerateTrainMatrices ( int>.IDictionary trainpairs, Matrix &vectors, Matrix &classes ) : void
trainpairs	int>.IDictionary
vectors	Matrix
classes	Matrix
return	void

InitLookups() protected method

protected InitLookups ( string>.IDictionary trainpairs ) : void
trainpairs	string>.IDictionary
return	void

ToMatrix() public static method

public static ToMatrix ( float vector ) : Matrix
vector	float
return	Matrix

Train() public method

public Train ( int>.IDictionary trainpairs ) : void
trainpairs	int>.IDictionary
return	void

Train() public method

public Train ( string>.IDictionary trainpairs ) : void
trainpairs	string>.IDictionary
return	void

TrainCsv() protected method

protected TrainCsv ( string filename ) : string>>.IEnumerable
filename	string
return	string>>.IEnumerable

TrainFromCsv() public method

public TrainFromCsv ( string filename ) : void
filename	string
return	void

Property Details

LUT protected_oe property

protected Dictionary LUT
return	string>.Dictionary

TUL protected_oe property

protected Dictionary TUL
return	int>.Dictionary