org.apache.ignite.ml.composition.combinators.parallel

Class ModelsParallelComposition<I,O>

java.lang.Object

org.apache.ignite.ml.composition.combinators.parallel.ModelsParallelComposition<I,O>

Type Parameters:

I - Type of submodel input.

O - Type of submodel output.

All Implemented Interfaces:

Serializable, AutoCloseable, IgniteModel<I,List<O>>, Model<I,List<O>>

public final class ModelsParallelComposition<I,O>
extends Object
implements IgniteModel<I,List<O>>

Parallel composition of models. Parallel composition of models is a model which contains a list of submodels with same input and output types. Result of prediction in such model is a list of predictions of each of submodels.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ModelsParallelComposition(List<IgniteModel<I,O>> submodels) Construc an instance of this class from list of submodels.

Method Summary

Modifier and Type	Method and Description
void	close()
List<O>	predict(I i) Make a prediction for the specified input arguments.
List<IgniteModel<I,O>>	submodels() List of submodels constituting this model.

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.apache.ignite.ml.IgniteModel

andBefore, andThen, andThen, combine, toString

Constructor Detail

ModelsParallelComposition

public ModelsParallelComposition(List<IgniteModel<I,O>> submodels)

Construc an instance of this class from list of submodels.

Parameters:

submodels - List of submodels constituting this model.

Method Detail

predict

public List<O> predict(I i)

Make a prediction for the specified input arguments.

Specified by:

predict in interface Model<I,List<O>>

Parameters:

i - Input arguments.

Returns:

Prediction result.

submodels

public List<IgniteModel<I,O>> submodels()

List of submodels constituting this model.

Returns:

List of submodels constituting this model.

close

public void close()

Specified by:

close in interface AutoCloseable

Specified by:

close in interface IgniteModel<I,List<O>>

Specified by:

close in interface Model<I,List<O>>