com.github.chen0040.mlp.ann.classifiers

Class MLPClassifier

java.lang.Object

com.github.chen0040.mlp.ann.classifiers.MLPClassifier

All Implemented Interfaces:

Cloneable

public class MLPClassifier
extends Object
implements Cloneable

Created by xschen on 21/8/15.

Field Summary

Fields

Modifier and Type	Field and Description
static String	HIDDEN_LAYER1
static String	HIDDEN_LAYER2
static String	HIDDEN_LAYER3
static String	HIDDEN_LAYER4
static String	HIDDEN_LAYER5
static String	HIDDEN_LAYER6
static String	HIDDEN_LAYER7

Constructor Summary

Constructors

Constructor and Description
MLPClassifier()

Method Summary

Modifier and Type	Method and Description
String	classify(com.github.chen0040.data.frame.DataRow tuple)
Object	clone()
void	copy(MLPClassifier rhs2)
void	fit(com.github.chen0040.data.frame.DataFrame batch)
List<String>	getClassLabels()
List<Integer>	getHiddenLayers()
void	setHiddenLayers(int... hiddenLayers)

Methods inherited from class java.lang.Object

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

Field Detail

HIDDEN_LAYER1

public static final String HIDDEN_LAYER1

See Also:

Constant Field Values

HIDDEN_LAYER2

public static final String HIDDEN_LAYER2

See Also:

Constant Field Values

HIDDEN_LAYER3

public static final String HIDDEN_LAYER3

See Also:

Constant Field Values

HIDDEN_LAYER4

public static final String HIDDEN_LAYER4

See Also:

Constant Field Values

HIDDEN_LAYER5

public static final String HIDDEN_LAYER5

See Also:

Constant Field Values

HIDDEN_LAYER6

public static final String HIDDEN_LAYER6

See Also:

Constant Field Values

HIDDEN_LAYER7

public static final String HIDDEN_LAYER7

See Also:

Constant Field Values

Constructor Detail

MLPClassifier

public MLPClassifier()

Method Detail

copy

public void copy(MLPClassifier rhs2)
          throws CloneNotSupportedException

Throws:

CloneNotSupportedException

getClassLabels

public List<String> getClassLabels()

clone

public Object clone()
             throws CloneNotSupportedException

Overrides:

clone in class Object

Throws:

CloneNotSupportedException

getHiddenLayers

public List<Integer> getHiddenLayers()

setHiddenLayers

public void setHiddenLayers(int... hiddenLayers)

classify

public String classify(com.github.chen0040.data.frame.DataRow tuple)

fit

public void fit(com.github.chen0040.data.frame.DataFrame batch)