ai.h2o.automl

Class AutoMLBuildSpec

java.lang.Object

water.Iced

ai.h2o.automl.AutoMLBuildSpec

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

public class AutoMLBuildSpec
extends water.Iced

Parameters which specify the build (or extension) of an AutoML build job.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoMLBuildSpec.AutoMLBuildControl The specification of overall build parameters for the AutoML process.
static class	AutoMLBuildSpec.AutoMLBuildModels The specification of the parameters for building models for a single algo (e.g., GBM), including base model parameters and hyperparameter search.
static class	AutoMLBuildSpec.AutoMLEnsembleParameters The specification of ensemble-building to be used for the AutoML process, if any.
static class	AutoMLBuildSpec.AutoMLFeatureEngineering The specification of automatic feature engineering to be used for the AutoML process.
static class	AutoMLBuildSpec.AutoMLInput The specification of the datasets to be used for the AutoML process.

Field Summary

Fields

Modifier and Type	Field and Description
AutoMLBuildSpec.AutoMLBuildControl	build_control
AutoMLBuildSpec.AutoMLBuildModels	build_models
AutoMLBuildSpec.AutoMLEnsembleParameters	ensemble_parameters
AutoMLBuildSpec.AutoMLFeatureEngineering	feature_engineering
AutoMLBuildSpec.AutoMLInput	input_spec
water.api.schemas3.JobV3	job

Constructor Summary

Constructors

Constructor and Description
AutoMLBuildSpec() Default constructor provides the default behavior.

Method Summary

Modifier and Type	Method and Description
java.lang.String	project()

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

build_control

public AutoMLBuildSpec.AutoMLBuildControl build_control

input_spec

public AutoMLBuildSpec.AutoMLInput input_spec

feature_engineering

public AutoMLBuildSpec.AutoMLFeatureEngineering feature_engineering

build_models

public AutoMLBuildSpec.AutoMLBuildModels build_models

ensemble_parameters

public AutoMLBuildSpec.AutoMLEnsembleParameters ensemble_parameters

job

public water.api.schemas3.JobV3 job

Constructor Detail

AutoMLBuildSpec

public AutoMLBuildSpec()

Default constructor provides the default behavior.

Method Detail

project

public java.lang.String project()