com.github.chen0040.mlp.ann.classifiers

Class MLPWithLabelOutput

java.lang.Object

com.github.chen0040.mlp.ann.MLPNet

com.github.chen0040.mlp.ann.MLP

com.github.chen0040.mlp.ann.classifiers.MLPWithLabelOutput

All Implemented Interfaces:

Cloneable

public class MLPWithLabelOutput
extends MLP

Created by xschen on 5/9/15.

Field Summary

Fields

Modifier and Type	Field and Description
java.util.function.Supplier<List<String>>	classLabelsModel

Fields inherited from class com.github.chen0040.mlp.ann.MLPNet

hiddenLayers, inputLayer, learningRate, outputLayer

Constructor Summary

Constructors

Constructor and Description
MLPWithLabelOutput()

Method Summary

Modifier and Type	Method and Description
Object	clone()
void	copy(MLPNet rhs)
double[]	getTarget(com.github.chen0040.data.frame.DataRow tuple)
boolean	isValidTrainingSample(com.github.chen0040.data.frame.DataRow tuple)

Methods inherited from class com.github.chen0040.mlp.ann.MLP

setNormalizeOutputs, train, transform

Methods inherited from class com.github.chen0040.mlp.ann.MLPNet

addHiddenLayer, addHiddenLayer, createInputLayer, createOutputLayer, get_target_error, minus, train, transform

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

classLabelsModel

public java.util.function.Supplier<List<String>> classLabelsModel

Constructor Detail

MLPWithLabelOutput

public MLPWithLabelOutput()

Method Detail

isValidTrainingSample

public boolean isValidTrainingSample(com.github.chen0040.data.frame.DataRow tuple)

Specified by:

isValidTrainingSample in class MLP

getTarget

public double[] getTarget(com.github.chen0040.data.frame.DataRow tuple)

Specified by:

getTarget in class MLP

clone

public Object clone()
             throws CloneNotSupportedException

Overrides:

clone in class Object

Throws:

CloneNotSupportedException

copy

public void copy(MLPNet rhs)
          throws CloneNotSupportedException

Overrides:

copy in class MLP

Throws:

CloneNotSupportedException