Package org.apache.wayang.ml4all.algorithms.sgd

Class SGDLoop

java.lang.Object

org.apache.wayang.ml4all.abstraction.api.LogicalOperator

org.apache.wayang.ml4all.abstraction.api.Loop<java.lang.Double,double[]>

org.apache.wayang.ml4all.algorithms.sgd.SGDLoop

All Implemented Interfaces:

java.io.Serializable

public class SGDLoop
extends Loop<java.lang.Double,double[]>

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
double	accuracy
int	maxIterations

Constructor Summary

Constructors

Constructor	Description
SGDLoop(double accuracy, int maxIterations)

Method Summary

Modifier and Type	Method	Description
java.lang.Double	prepareConvergenceDataset(double[] input, ML4allModel model)
boolean	terminate(java.lang.Double input)

Methods inherited from class org.apache.wayang.ml4all.abstraction.api.LogicalOperator

finalise, initialise

Methods inherited from class java.lang.Object

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

Field Detail

accuracy

public double accuracy

maxIterations

public int maxIterations

Constructor Detail

SGDLoop

public SGDLoop(double accuracy,
               int maxIterations)

Method Detail

prepareConvergenceDataset

public java.lang.Double prepareConvergenceDataset(double[] input,
                                                  ML4allModel model)

Specified by:

prepareConvergenceDataset in class Loop<java.lang.Double,double[]>

terminate

public boolean terminate(java.lang.Double input)

Specified by:

terminate in class Loop<java.lang.Double,double[]>