cascading.pattern.ensemble
Class EnsembleSpec<S extends Spec>

java.lang.Object
  cascading.pattern.model.Spec
      cascading.pattern.ensemble.EnsembleSpec<S>

All Implemented Interfaces:

Serializable

public class EnsembleSpec<S extends Spec>
extends Spec
implements Serializable

Class EnsembleSpec is used to define an ensemble model.

It is used with ParallelEnsembleAssembly.

See Also:

Serialized Form

Field Summary

protected List<S>	modelSpecs
protected SelectionStrategy	selectionStrategy

Fields inherited from class cascading.pattern.model.Spec

modelSchema

Constructor Summary

EnsembleSpec(ModelSchema modelSchema)

EnsembleSpec(ModelSchema modelSchema, List<S> modelSpecs)

Method Summary

void	addModelSpec(S modelSpec)
void	addModelSpecs(List<S> modelSpec)
List<String>	getModelCategories() Returns unique list of all the underlying declared model categories.
List<S>	getModelSpecs()
SelectionStrategy	getSelectionStrategy()
boolean	isParallel()
void	setSelectionStrategy(SelectionStrategy selectionStrategy)
String	toString()

Methods inherited from class cascading.pattern.model.Spec

getCategories, getCategoriesArray, getModelSchema, isPredictedCategorical, setModelSchema

Methods inherited from class java.lang.Object

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

Field Detail

modelSpecs

protected List<S extends Spec> modelSpecs

selectionStrategy

protected SelectionStrategy selectionStrategy

Constructor Detail

EnsembleSpec

public EnsembleSpec(ModelSchema modelSchema)

EnsembleSpec

public EnsembleSpec(ModelSchema modelSchema,
                    List<S> modelSpecs)

Method Detail

isParallel

public boolean isParallel()

addModelSpecs

public void addModelSpecs(List<S> modelSpec)

addModelSpec

public void addModelSpec(S modelSpec)

getModelSpecs

public List<S> getModelSpecs()

getSelectionStrategy

public SelectionStrategy getSelectionStrategy()

setSelectionStrategy

public void setSelectionStrategy(SelectionStrategy selectionStrategy)

getModelCategories

public List<String> getModelCategories()

Returns unique list of all the underlying declared model categories.

Returns:

the model categories

toString

public String toString()

Overrides:

toString in class Object