ai.h2o.automl

Class AutoMLBuildSpec.AutoMLStoppingCriteria

java.lang.Object

water.Iced

ai.h2o.automl.AutoMLBuildSpec.AutoMLStoppingCriteria

All Implemented Interfaces:

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

Enclosing class:

AutoMLBuildSpec

public static final class AutoMLBuildSpec.AutoMLStoppingCriteria
extends water.Iced

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static int	AUTO_STOPPING_TOLERANCE

Constructor Summary

Constructors

Constructor and Description
AutoMLStoppingCriteria()

Method Summary

Modifier and Type	Method and Description
static double	default_stopping_tolerance_for_frame(water.fvec.Frame frame)
hex.grid.HyperSpaceSearchCriteria.RandomDiscreteValueSearchCriteria	getSearchCriteria()
int	max_models()
double	max_runtime_secs_per_model()
double	max_runtime_secs()
long	seed()
void	set_default_stopping_tolerance_for_frame(water.fvec.Frame frame)
void	set_max_models(int max_models)
void	set_max_runtime_secs_per_model(double max_runtime_secs_per_model)
void	set_max_runtime_secs(double max_runtime_secs)
void	set_seed(long seed)
void	set_stopping_metric(hex.ScoreKeeper.StoppingMetric stopping_metric)
void	set_stopping_rounds(int stopping_rounds)
void	set_stopping_tolerance(double stopping_tolerance)
hex.ScoreKeeper.StoppingMetric	stopping_metric()
int	stopping_rounds()
double	stopping_tolerance()

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

AUTO_STOPPING_TOLERANCE

public static final int AUTO_STOPPING_TOLERANCE

See Also:

Constant Field Values

Constructor Detail

AutoMLStoppingCriteria

public AutoMLStoppingCriteria()

Method Detail

default_stopping_tolerance_for_frame

public static double default_stopping_tolerance_for_frame(water.fvec.Frame frame)

max_runtime_secs_per_model

public double max_runtime_secs_per_model()

set_max_runtime_secs_per_model

public void set_max_runtime_secs_per_model(double max_runtime_secs_per_model)

seed

public long seed()

max_models

public int max_models()

max_runtime_secs

public double max_runtime_secs()

stopping_rounds

public int stopping_rounds()

stopping_metric

public hex.ScoreKeeper.StoppingMetric stopping_metric()

stopping_tolerance

public double stopping_tolerance()

set_seed

public void set_seed(long seed)

set_max_models

public void set_max_models(int max_models)

set_max_runtime_secs

public void set_max_runtime_secs(double max_runtime_secs)

set_stopping_rounds

public void set_stopping_rounds(int stopping_rounds)

set_stopping_metric

public void set_stopping_metric(hex.ScoreKeeper.StoppingMetric stopping_metric)

set_stopping_tolerance

public void set_stopping_tolerance(double stopping_tolerance)

set_default_stopping_tolerance_for_frame

public void set_default_stopping_tolerance_for_frame(water.fvec.Frame frame)

getSearchCriteria

public hex.grid.HyperSpaceSearchCriteria.RandomDiscreteValueSearchCriteria getSearchCriteria()