weka.dl4j.distribution

Class BinomialDistribution

java.lang.Object

org.deeplearning4j.nn.conf.distribution.Distribution

org.deeplearning4j.nn.conf.distribution.BinomialDistribution

weka.dl4j.distribution.BinomialDistribution

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, OptionHandler

public class BinomialDistribution
extends org.deeplearning4j.nn.conf.distribution.BinomialDistribution
implements OptionHandler

A version of DeepLearning4j's BinomialDistribution that implements WEKA option handling. Currently only allows one trial.

Version:

$Revision: 11711 $

Author:

Eibe Frank

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BinomialDistribution() Constructs binomial distribution with 1 trial and success probability 0.5.

Method Summary

Modifier and Type	Method and Description
java.lang.String[]	getOptions() Gets the current settings of the Classifier.
double	getProbabilityOfSuccess()
java.util.Enumeration<Option>	listOptions() Returns an enumeration describing the available options.
void	setOptions(java.lang.String[] options) Parses a given list of options.
void	setProbabilityOfSuccess(double probabilityOfSuccess)

Methods inherited from class org.deeplearning4j.nn.conf.distribution.BinomialDistribution

equals, getNumberOfTrials, hashCode, toString

Methods inherited from class org.deeplearning4j.nn.conf.distribution.Distribution

clone

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

BinomialDistribution

public BinomialDistribution()

Constructs binomial distribution with 1 trial and success probability 0.5.

Method Detail

getProbabilityOfSuccess

@OptionMetadata(displayName="probability of success",
                description="The probability of success (default = 0.5).",
                commandLineParamName="prob",
                commandLineParamSynopsis="-prob <double>",
                displayOrder=1)
public double getProbabilityOfSuccess()

Overrides:

getProbabilityOfSuccess in class org.deeplearning4j.nn.conf.distribution.BinomialDistribution

setProbabilityOfSuccess

public void setProbabilityOfSuccess(double probabilityOfSuccess)

Overrides:

setProbabilityOfSuccess in class org.deeplearning4j.nn.conf.distribution.BinomialDistribution

listOptions

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

Returns an enumeration describing the available options.

Specified by:

listOptions in interface OptionHandler

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 OptionHandler

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 OptionHandler

Parameters:

options - the list of options as an array of strings

Throws:

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