org.deeplearning4j.clustering.algorithm.strategy

Class FixedClusterCountStrategy

java.lang.Object

org.deeplearning4j.clustering.algorithm.strategy.BaseClusteringStrategy

org.deeplearning4j.clustering.algorithm.strategy.FixedClusterCountStrategy

All Implemented Interfaces:

java.io.Serializable, ClusteringStrategy

public class FixedClusterCountStrategy
extends BaseClusteringStrategy

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static int	defaultIterationCount

Fields inherited from class org.deeplearning4j.clustering.algorithm.strategy.BaseClusteringStrategy

allowEmptyClusters, distanceFunction, initialClusterCount, optimizationPhaseCondition, terminationCondition, type

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	FixedClusterCountStrategy()
protected	FixedClusterCountStrategy(java.lang.Integer initialClusterCount, java.lang.String distanceFunction, boolean allowEmptyClusters)

Method Summary

Modifier and Type	Method and Description
boolean	isOptimizationApplicableNow(IterationHistory iterationHistory)
boolean	isOptimizationDefined()
static FixedClusterCountStrategy	setup(int clusterCount, java.lang.String distanceFunction)

Methods inherited from class org.deeplearning4j.clustering.algorithm.strategy.BaseClusteringStrategy

endWhenDistributionVariationRateLessThan, endWhenIterationCountEquals, getDistanceFunction, getInitialClusterCount, getOptimizationPhaseCondition, getTerminationCondition, getType, isAllowEmptyClusters, isStrategyOfType, setAllowEmptyClusters, setDistanceFunction, setInitialClusterCount, setOptimizationPhaseCondition, setTerminationCondition, setType

Methods inherited from class java.lang.Object

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

Field Detail

defaultIterationCount

public static int defaultIterationCount

Constructor Detail

FixedClusterCountStrategy

protected FixedClusterCountStrategy()

FixedClusterCountStrategy

protected FixedClusterCountStrategy(java.lang.Integer initialClusterCount,
                                    java.lang.String distanceFunction,
                                    boolean allowEmptyClusters)

Method Detail

setup

public static FixedClusterCountStrategy setup(int clusterCount,
                                              java.lang.String distanceFunction)

isOptimizationDefined

public boolean isOptimizationDefined()

isOptimizationApplicableNow

public boolean isOptimizationApplicableNow(IterationHistory iterationHistory)