weka.dl4j.activations

Class ActivationRReLU

java.lang.Object

weka.dl4j.activations.Activation<org.nd4j.linalg.activations.impl.ActivationRReLU>

weka.dl4j.activations.ActivationRReLU

All Implemented Interfaces:

java.io.Serializable, weka.core.OptionHandler, ApiWrapper<org.nd4j.linalg.activations.impl.ActivationRReLU>

public class ActivationRReLU
extends Activation<org.nd4j.linalg.activations.impl.ActivationRReLU>
implements weka.core.OptionHandler

A version of DeepLearning4j's ActivationRReLU that implements WEKA option handling.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ActivationRReLU()

Method Summary

Modifier and Type	Method and Description
double	getLowerBound()
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
double	getUpperBound()
void	initializeBackend() Initialize the DL4J backend.
java.util.Enumeration<weka.core.Option>	listOptions() Returns an enumeration describing the available options.
void	setBackend(org.nd4j.linalg.activations.impl.ActivationRReLU newBackend) Set the DL4J backend.
void	setLowerBound(double lowerBound)
void	setOptions(java.lang.String[] options) Parses a given list of options.
void	setUpperBound(double upperBound)

Methods inherited from class weka.dl4j.activations.Activation

create, getBackend

Methods inherited from class java.lang.Object

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

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

ActivationRReLU

public ActivationRReLU()

Method Detail

initializeBackend

public void initializeBackend()

Description copied from interface: ApiWrapper

Initialize the DL4J backend.

Specified by:

initializeBackend in interface ApiWrapper<org.nd4j.linalg.activations.impl.ActivationRReLU>

getLowerBound

@OptionMetadata(displayName="lowerBound",
                description="The lower bound (default = 0.125).",
                commandLineParamName="lowerBound",
                commandLineParamSynopsis="-lowerBound <double>",
                displayOrder=1)
public double getLowerBound()

setLowerBound

public void setLowerBound(double lowerBound)

getUpperBound

@OptionMetadata(displayName="lowerBound",
                description="The lower bound (default = 0.3333333333333333).",
                commandLineParamName="lowerBound",
                commandLineParamSynopsis="-lowerBound <double>",
                displayOrder=2)
public double getUpperBound()

setUpperBound

public void setUpperBound(double upperBound)

setBackend

public void setBackend(org.nd4j.linalg.activations.impl.ActivationRReLU newBackend)

Description copied from interface: ApiWrapper

Set the DL4J backend.

Specified by:

setBackend in interface ApiWrapper<org.nd4j.linalg.activations.impl.ActivationRReLU>

Overrides:

setBackend in class Activation<org.nd4j.linalg.activations.impl.ActivationRReLU>

Parameters:

newBackend - Backend that should be wrapped by this class

listOptions

public java.util.Enumeration<weka.core.Option> listOptions()

Returns an enumeration describing the available options.

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class Activation<org.nd4j.linalg.activations.impl.ActivationRReLU>

Returns:

an enumeration of all the available options.

getOptions

public java.lang.String[] getOptions()

Gets the current settings of the Classifier.

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class Activation<org.nd4j.linalg.activations.impl.ActivationRReLU>

Returns:

an array of strings suitable for passing to setOptions

setOptions

public void setOptions(java.lang.String[] options)
                throws java.lang.Exception

Parses a given list of options.

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class Activation<org.nd4j.linalg.activations.impl.ActivationRReLU>

Parameters:

options - the list of options as an array of strings

Throws:

java.lang.Exception - if an option is not supported