ai.h2o.automl

Class ModelingSteps

java.lang.Object

water.Iced<ModelingSteps>

ai.h2o.automl.ModelingSteps

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<ModelingSteps>

Direct Known Subclasses:

CompletionStepsProvider.CompletionSteps, DeepLearningStepsProvider.DeepLearningSteps, DRFStepsProvider.DRFSteps, GBMStepsProvider.GBMSteps, GLMStepsProvider.GLMSteps, StackedEnsembleStepsProvider.StackedEnsembleSteps, XGBoostSteps

public abstract class ModelingSteps
extends water.Iced<ModelingSteps>

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ModelingSteps(AutoML autoML)

Method Summary

Modifier and Type	Method and Description
protected AutoML	aml()
protected void	cleanup()
protected ModelingStep[]	getAllSteps()
protected ModelingStep[]	getDefaultModels()
protected ModelingStep[]	getGrids()
protected ModelingStep[]	getOptionals()
abstract java.lang.String	getProvider()
java.util.Optional<ModelingStep>	getStep(java.lang.String id)
protected ModelingStep[]	getSteps(StepDefinition.Alias alias)
protected ModelingStep[]	getSteps(StepDefinition.Step[] steps)

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

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

Constructor Detail

ModelingSteps

public ModelingSteps(AutoML autoML)

Method Detail

aml

protected AutoML aml()

getStep

public java.util.Optional<ModelingStep> getStep(java.lang.String id)

getSteps

protected ModelingStep[] getSteps(StepDefinition.Step[] steps)

getSteps

protected ModelingStep[] getSteps(StepDefinition.Alias alias)

getAllSteps

protected ModelingStep[] getAllSteps()

getDefaultModels

protected ModelingStep[] getDefaultModels()

Returns:

the list of all single model steps that should be executed by default when this provider is active.

getGrids

protected ModelingStep[] getGrids()

Returns:

the list of all grid steps that should be executed by default when this provider is active.

getOptionals

protected ModelingStep[] getOptionals()

Returns:

the list of all steps that should be executed on-demand, i.e. requested by their id.

getProvider

public abstract java.lang.String getProvider()

cleanup

protected void cleanup()