ScoreImprovementEpochTerminationCondition (deeplearning4j-nn 1.0.0-M2.1 API)

java.lang.Object
- org.deeplearning4j.earlystopping.termination.ScoreImprovementEpochTerminationCondition

All Implemented Interfaces:: Serializable, EpochTerminationCondition

public class ScoreImprovementEpochTerminationCondition
extends Object
implements EpochTerminationCondition

See Also:: Serialized Form

Constructor Summary

Constructors
Constructor	Description
`ScoreImprovementEpochTerminationCondition(int maxEpochsWithNoImprovement)`
`ScoreImprovementEpochTerminationCondition(int maxEpochsWithNoImprovement, double minImprovement)`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`void`	`initialize()`	Initialize the epoch termination condition (often a no-op)
`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
`String`	`toString()`

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

- Constructor Detail
  - ScoreImprovementEpochTerminationCondition
```
public ScoreImprovementEpochTerminationCondition(int maxEpochsWithNoImprovement)
```
  - ScoreImprovementEpochTerminationCondition
```
public ScoreImprovementEpochTerminationCondition(int maxEpochsWithNoImprovement,
                                                 double minImprovement)
```
- Method Detail
  - initialize
```
public void initialize()
```
    Description copied from interface: EpochTerminationCondition
    
    Initialize the epoch termination condition (often a no-op)
    
    Specified by:
    
    initialize in interface EpochTerminationCondition
  - terminate
```
public boolean terminate(int epochNum,
                         double score,
                         boolean minimize)
```
    Description copied from interface: EpochTerminationCondition
    
    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 EpochTerminationCondition
    
    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 Object