de.datexis.sector.tagger

Class ScoreImprovementMinEpochsTerminationCondition

java.lang.Object

org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition

de.datexis.sector.tagger.ScoreImprovementMinEpochsTerminationCondition

All Implemented Interfaces:

Serializable, org.deeplearning4j.earlystopping.termination.EpochTerminationCondition

public class ScoreImprovementMinEpochsTerminationCondition
extends org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition

Author:

Sebastian Arnold

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ScoreImprovementMinEpochsTerminationCondition(int minEpochs, int maxEpochsWithNoImprovement, int maxEpochs)

Method Summary

Modifier and Type	Method and Description
boolean	terminate(int epochNum, double score, boolean minimize) Should the early stopping training terminate at this epoch, based on the calculated score and the epoch number?
String	toString()

Methods inherited from class org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition

canEqual, equals, getBestEpoch, getBestScore, getMaxEpochsWithNoImprovement, getMinImprovement, hashCode, initialize, setBestEpoch, setBestScore, setMaxEpochsWithNoImprovement, setMinImprovement

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ScoreImprovementMinEpochsTerminationCondition

public ScoreImprovementMinEpochsTerminationCondition(int minEpochs,
                                                     int maxEpochsWithNoImprovement,
                                                     int maxEpochs)

Method Detail

terminate

public boolean terminate(int epochNum,
                         double score,
                         boolean minimize)

Should the early stopping training terminate at this epoch, based on the calculated score and the epoch number? Returns true if training should terminated, or false otherwise

Specified by:

terminate in interface org.deeplearning4j.earlystopping.termination.EpochTerminationCondition

Overrides:

terminate in class org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition

Parameters:

epochNum - Number of the last completed epoch (starting at 0)

score - Score calculate for this epoch

Returns:

Whether training should be terminated at this epoch

toString

public String toString()

Overrides:

toString in class org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition