org.apache.ignite.ml.selection.paramgrid

Class EvolutionOptimizationStrategy

java.lang.Object

org.apache.ignite.ml.selection.paramgrid.HyperParameterTuningStrategy

org.apache.ignite.ml.selection.paramgrid.EvolutionOptimizationStrategy

Deprecated.

The ignite-ml module is deprecated and will be removed in a future release. Use the ignite-ml-ext Apache Ignite extension or the standalone GridGain ML package instead.

@Deprecated
public class EvolutionOptimizationStrategy
extends HyperParameterTuningStrategy

Represents the Genetic algorithms usage for finding the best set of hyper-parameters.

Constructor Summary

Constructors

Constructor and Description
EvolutionOptimizationStrategy() Deprecated.

Method Summary

Modifier and Type	Method and Description
int	getAmountOfEliteChromosomes() Deprecated.
int	getAmountOfGenerations() Deprecated.
double	getCrossingoverProbability() Deprecated.
CrossoverStrategy	getCrossoverStgy() Deprecated.
double	getMutationProbability() Deprecated.
String	getName() Deprecated. Returns the name of strategy.
long	getSeed() Deprecated.
SelectionStrategy	getSelectionStgy() Deprecated.
EvolutionOptimizationStrategy	withCrossingoverProbability(double crossingoverProbability) Deprecated.
EvolutionOptimizationStrategy	withCrossoverStgy(CrossoverStrategy crossoverStgy) Deprecated.
EvolutionOptimizationStrategy	withMutationProbability(double mutationProbability) Deprecated.
EvolutionOptimizationStrategy	withSeed(long seed) Deprecated. Set up the seed number.
EvolutionOptimizationStrategy	withSelectionStgy(SelectionStrategy selectionStgy) Deprecated.

Methods inherited from class java.lang.Object

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

Constructor Detail

EvolutionOptimizationStrategy

public EvolutionOptimizationStrategy()

Deprecated.

Method Detail

getSeed

public long getSeed()

Deprecated.

getAmountOfGenerations

public int getAmountOfGenerations()

Deprecated.

getAmountOfEliteChromosomes

public int getAmountOfEliteChromosomes()

Deprecated.

getCrossingoverProbability

public double getCrossingoverProbability()

Deprecated.

getMutationProbability

public double getMutationProbability()

Deprecated.

getCrossoverStgy

public CrossoverStrategy getCrossoverStgy()

Deprecated.

getSelectionStgy

public SelectionStrategy getSelectionStgy()

Deprecated.

withSeed

public EvolutionOptimizationStrategy withSeed(long seed)

Deprecated.

Set up the seed number.

Parameters:

seed - Seed.

withCrossingoverProbability

public EvolutionOptimizationStrategy withCrossingoverProbability(double crossingoverProbability)

Deprecated.

Parameters:

crossingoverProbability - Crossingover probability.

withMutationProbability

public EvolutionOptimizationStrategy withMutationProbability(double mutationProbability)

Deprecated.

Parameters:

mutationProbability - Mutation probability.

withCrossoverStgy

public EvolutionOptimizationStrategy withCrossoverStgy(CrossoverStrategy crossoverStgy)

Deprecated.

Parameters:

crossoverStgy - Crossover strategy.

withSelectionStgy

public EvolutionOptimizationStrategy withSelectionStgy(SelectionStrategy selectionStgy)

Deprecated.

Parameters:

selectionStgy - Selection strategy.

getName

public String getName()

Deprecated.

Returns the name of strategy.

Specified by:

getName in class HyperParameterTuningStrategy