C# Class AIMA.Core.Learning.Neural.NNDataSet

Show file Open project: PaulMineau/AIMA.Net Class Usage Examples

Protected Properties

Property	Type	Description
nds	List>
targetColumnNumbers	List

Public Methods

Method	Description
createExamplesFromDataSet ( DataSet ds, Numerizer numerizer ) : void
createExamplesFromFile ( String filename ) : void
createNormalizedDataFromDataSet ( DataSet ds, Numerizer numerizer ) : void
createNormalizedDataFromFile ( String filename ) : void
getExample ( int index ) : NNExample
getExampleAtRandom ( ) : NNExample
getMeans ( ) : List
getNormalizedData ( ) : List>
getStdevs ( ) : List
hasMoreExamples ( ) : bool
howManyExamplesLeft ( ) : int
refreshDataset ( ) : void
setTargetColumns ( ) : void

Private Methods

Method	Description
createExamples ( ) : void
exampleFromString ( String line, Char separator ) : List
normalize ( List rds ) : List>
rawExamplesFromDataSet ( DataSet ds, Numerizer numerizer ) : List>

Method Details

createExamplesFromDataSet() public method

public createExamplesFromDataSet ( DataSet ds, Numerizer numerizer ) : void
ds	AIMA.Core.Learning.Framework.DataSet
numerizer	Numerizer
return	void

createExamplesFromFile() public method

public createExamplesFromFile ( String filename ) : void
filename	String
return	void

createNormalizedDataFromDataSet() public method

public createNormalizedDataFromDataSet ( DataSet ds, Numerizer numerizer ) : void
ds	AIMA.Core.Learning.Framework.DataSet
numerizer	Numerizer
return	void

createNormalizedDataFromFile() public method

public createNormalizedDataFromFile ( String filename ) : void
filename	String
return	void

getExample() public method

public getExample ( int index ) : NNExample
index	int
return	NNExample

getExampleAtRandom() public method

public getExampleAtRandom ( ) : NNExample
return	NNExample

getMeans() public method

public getMeans ( ) : List
return	List

getNormalizedData() public method

public getNormalizedData ( ) : List>
return	List>

getStdevs() public method

public getStdevs ( ) : List
return	List

hasMoreExamples() public method

public hasMoreExamples ( ) : bool
return	bool

howManyExamplesLeft() public method

public howManyExamplesLeft ( ) : int
return	int

refreshDataset() public method

public refreshDataset ( ) : void
return	void

setTargetColumns() public abstract method

public abstract setTargetColumns ( ) : void
return	void

Property Details

nds protected property

protected List> nds
return	List>

targetColumnNumbers protected property

protected List targetColumnNumbers
return	List