hex.schemas

Class HyperSpaceSearchCriteriaV99<I extends HyperSpaceSearchCriteria,S extends HyperSpaceSearchCriteriaV99<I,S>>

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<I,S>

hex.schemas.HyperSpaceSearchCriteriaV99<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

HyperSpaceSearchCriteriaV99.CartesianSearchCriteriaV99, HyperSpaceSearchCriteriaV99.RandomDiscreteValueSearchCriteriaV99, HyperSpaceSearchCriteriaV99.SequentialSearchCriteriaV99

public class HyperSpaceSearchCriteriaV99<I extends HyperSpaceSearchCriteria,S extends HyperSpaceSearchCriteriaV99<I,S>>
extends SchemaV3<I,S>

Search criteria for a hyperparameter search including directives for how to search and when to stop the search.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	HyperSpaceSearchCriteriaV99.CartesianSearchCriteriaV99 Search criteria for an exhaustive Cartesian hyperparameter search.
static class	HyperSpaceSearchCriteriaV99.RandomDiscreteValueSearchCriteriaV99 Search criteria for random hyperparameter search using hyperparameter values given by lists.
static class	HyperSpaceSearchCriteriaV99.RandomSearchStoppingMetricValuesProvider
static class	HyperSpaceSearchCriteriaV99.SequentialSearchCriteriaV99 Search criteria for a Sequential hyperparameter search.
static class	HyperSpaceSearchCriteriaV99.StrategyValuesProvider

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

SchemaV3.Meta

Nested classes/interfaces inherited from class water.api.Schema

Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
HyperSpaceSearchCriteria.Strategy	strategy

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
HyperSpaceSearchCriteriaV99()

Method Summary

Modifier and Type	Method and Description
S	fillWithDefaults() Fill with the default values from the corresponding Iced object.
static HyperSpaceSearchCriteriaV99	make(HyperSpaceSearchCriteria.Strategy strategy)

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

strategy

@API(help="Hyperparameter space search strategy.",
     required=true,
     valuesProvider=HyperSpaceSearchCriteriaV99.StrategyValuesProvider.class,
     direction=INOUT)
public HyperSpaceSearchCriteria.Strategy strategy

Constructor Detail

HyperSpaceSearchCriteriaV99

public HyperSpaceSearchCriteriaV99()

Method Detail

make

public static HyperSpaceSearchCriteriaV99 make(HyperSpaceSearchCriteria.Strategy strategy)

fillWithDefaults

public S fillWithDefaults()

Fill with the default values from the corresponding Iced object.