ai.h2o.automl.modeling

Class XGBoostStepsProvider

java.lang.Object

ai.h2o.automl.modeling.XGBoostStepsProvider

All Implemented Interfaces:

ModelingStepsProvider<XGBoostSteps>, ModelParametersProvider<hex.Model.Parameters>

public class XGBoostStepsProvider
extends java.lang.Object
implements ModelingStepsProvider<XGBoostSteps>, ModelParametersProvider<hex.Model.Parameters>

This class is decoupled from the XGBoostSteps implementation to avoid having to load XGBoost classes when the extension is not available.

Constructor Summary

Constructors

Constructor and Description
XGBoostStepsProvider()

Method Summary

Modifier and Type	Method and Description
java.lang.String	getName()
hex.Model.Parameters	newDefaultParameters()
XGBoostSteps	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

XGBoostStepsProvider

public XGBoostStepsProvider()

Method Detail

getName

public java.lang.String getName()

Specified by:

getName in interface ModelingStepsProvider<XGBoostSteps>

Returns:

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

newInstance

public XGBoostSteps 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<XGBoostSteps>

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.Model.Parameters newDefaultParameters()

Specified by:

newDefaultParameters in interface ModelParametersProvider<hex.Model.Parameters>