ai.h2o.automl

Class AutoMLBuildSpec.AutoMLBuildModels

java.lang.Object

water.Iced

ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildModels

All Implemented Interfaces:

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

Enclosing class:

AutoMLBuildSpec

public static final class AutoMLBuildSpec.AutoMLBuildModels
extends water.Iced

The specification of the parameters for building models for a single algo (e.g., GBM), including base model parameters and hyperparameter search.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
AutoMLBuildSpec.AutoMLCustomParameters	algo_parameters
Algo[]	exclude_algos
double	exploitation_ratio
Algo[]	include_algos
StepDefinition[]	modeling_plan
PreprocessingStepDefinition[]	preprocessing

Constructor Summary

Constructors

Constructor and Description
AutoMLBuildModels()

Method Summary

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

exclude_algos

public Algo[] exclude_algos

include_algos

public Algo[] include_algos

modeling_plan

public StepDefinition[] modeling_plan

exploitation_ratio

public double exploitation_ratio

algo_parameters

public AutoMLBuildSpec.AutoMLCustomParameters algo_parameters

preprocessing

public PreprocessingStepDefinition[] preprocessing

Constructor Detail

AutoMLBuildModels

public AutoMLBuildModels()