ai.h2o.automl

Interface ModelingStepsProvider<T extends ModelingSteps>

All Known Implementing Classes:

DeepLearningStepsProvider, DRFStepsProvider, GBMStepsProvider, GLMStepsProvider, StackedEnsembleStepsProvider, XGBoostStepsProvider

public interface ModelingStepsProvider<T extends ModelingSteps>

A simple class used by service discovery to register new ModelingSteps implementations.

Method Summary

Modifier and Type	Method and Description
java.lang.String	getName()
T	newInstance(AutoML aml) Creates an instance of ModelingSteps associated to this provider's name, or returns null to fully skip this provider..

Method Detail

getName

java.lang.String getName()

Returns:

the name of this provider: must be unique among all registered providers.

newInstance

T newInstance(AutoML aml)

Creates an instance of ModelingSteps associated to this provider's name, or returns null to fully skip this provider..

Parameters:

aml - the AutoML instance needed to build the ModelingSteps

Returns:

an instance of ModelingSteps listing all the various AutoML steps executable with this provider name.