ai.h2o.automl.modeling

Class GBMStepsProvider

java.lang.Object

ai.h2o.automl.modeling.GBMStepsProvider

All Implemented Interfaces:

ModelingStepsProvider<GBMStepsProvider.GBMSteps>, ModelParametersProvider<hex.tree.gbm.GBMModel.GBMParameters>

public class GBMStepsProvider
extends java.lang.Object
implements ModelingStepsProvider<GBMStepsProvider.GBMSteps>, ModelParametersProvider<hex.tree.gbm.GBMModel.GBMParameters>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GBMStepsProvider.GBMSteps

Constructor Summary

Constructors

Constructor and Description
GBMStepsProvider()

Method Summary

Modifier and Type	Method and Description
java.lang.String	getName()
hex.tree.gbm.GBMModel.GBMParameters	newDefaultParameters()
GBMStepsProvider.GBMSteps	newInstance(AutoML aml) Creates an instance of ModelingSteps associated to this provider's name, or returns null to fully skip this provider.

Methods inherited from class java.lang.Object

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

Constructor Detail

GBMStepsProvider

public GBMStepsProvider()

Method Detail

getName

public java.lang.String getName()

Specified by:

getName in interface ModelingStepsProvider<GBMStepsProvider.GBMSteps>

Returns:

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

newInstance

public GBMStepsProvider.GBMSteps newInstance(AutoML aml)

Description copied from interface: ModelingStepsProvider

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

Specified by:

newInstance in interface ModelingStepsProvider<GBMStepsProvider.GBMSteps>

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.

newDefaultParameters

public hex.tree.gbm.GBMModel.GBMParameters newDefaultParameters()

Specified by:

newDefaultParameters in interface ModelParametersProvider<hex.tree.gbm.GBMModel.GBMParameters>