ai.h2o.automl

Class AutoMLBuildSpec.AutoMLBuildControl

java.lang.Object

water.Iced

ai.h2o.automl.AutoMLBuildSpec.AutoMLBuildControl

All Implemented Interfaces:

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

Enclosing class:

AutoMLBuildSpec

public static final class AutoMLBuildSpec.AutoMLBuildControl
extends water.Iced

The specification of overall build parameters for the AutoML process.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.String	loss
int	nfolds
java.lang.String	project_name Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris").
hex.grid.HyperSpaceSearchCriteria.RandomDiscreteValueSearchCriteria	stopping_criteria

Constructor Summary

Constructors

Constructor and Description
AutoMLBuildControl()

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

project_name

public java.lang.String project_name

Identifier for models that should be grouped together in the leaderboard (e.g., "airlines" and "iris"). If the user doesn't set it we use the basename of the training file name.

loss

public java.lang.String loss

stopping_criteria

public hex.grid.HyperSpaceSearchCriteria.RandomDiscreteValueSearchCriteria stopping_criteria

nfolds

public int nfolds

Constructor Detail

AutoMLBuildControl

public AutoMLBuildControl()