water.automl.api.schemas3

Class AutoMLBuildSpecV99.AutoMLBuildModelsV99

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<AutoMLBuildSpec.AutoMLBuildModels,AutoMLBuildSpecV99.AutoMLBuildModelsV99>

water.automl.api.schemas3.AutoMLBuildSpecV99.AutoMLBuildModelsV99

All Implemented Interfaces:

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

Enclosing class:

AutoMLBuildSpecV99

public static final class AutoMLBuildSpecV99.AutoMLBuildModelsV99
extends water.api.schemas3.SchemaV3<AutoMLBuildSpec.AutoMLBuildModels,AutoMLBuildSpecV99.AutoMLBuildModelsV99>

See Also:

Serialized Form

Nested Class Summary

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

water.api.schemas3.SchemaV3.Meta

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

water.api.Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
AutoMLBuildSpecV99.AutoMLCustomParameterV99[]	algo_parameters
Algo[]	exclude_algos
double	exploitation_ratio
Algo[]	include_algos
StepDefinitionV99[]	modeling_plan
water.api.schemas3.KeyValueV3[]	monotone_constraints
PreprocessingStepDefinitionV99[]	preprocessing

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
AutoMLBuildModelsV99()

Method Summary

Modifier and Type	Method and Description
AutoMLBuildSpecV99.AutoMLBuildModelsV99	fillFromImpl(AutoMLBuildSpec.AutoMLBuildModels impl)
AutoMLBuildSpec.AutoMLBuildModels	fillImpl(AutoMLBuildSpec.AutoMLBuildModels impl)

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, 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, toJsonString, write, writeExternal

Methods inherited from class java.lang.Object

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

Field Detail

exclude_algos

@API(help="A list of algorithms to skip during the model-building phase.",
     valuesProvider=AutoMLBuildSpecV99.AlgoProvider.class,
     level=secondary)
public Algo[] exclude_algos

include_algos

@API(help="A list of algorithms to restrict to during the model-building phase.",
     valuesProvider=AutoMLBuildSpecV99.AlgoProvider.class,
     level=secondary)
public Algo[] include_algos

exploitation_ratio

@API(help="The budget ratio (between 0 and 1) dedicated to the exploitation (vs exploration) phase.",
     level=secondary)
public double exploitation_ratio

modeling_plan

@API(help="The list of modeling steps to be used by the AutoML engine (they may not all get executed, depending on other constraints).",
     level=expert)
public StepDefinitionV99[] modeling_plan

preprocessing

@API(help="The list of preprocessing steps to run. Only \'target_encoding\' is currently supported.",
     level=secondary)
public PreprocessingStepDefinitionV99[] preprocessing

algo_parameters

@API(help="Custom algorithm parameters.",
     level=expert)
public AutoMLBuildSpecV99.AutoMLCustomParameterV99[] algo_parameters

monotone_constraints

@API(help="A mapping representing monotonic constraints. Use +1 to enforce an increasing constraint and -1 to specify a decreasing constraint.",
     level=secondary)
public water.api.schemas3.KeyValueV3[] monotone_constraints

Constructor Detail

AutoMLBuildModelsV99

public AutoMLBuildModelsV99()

Method Detail

fillImpl

public AutoMLBuildSpec.AutoMLBuildModels fillImpl(AutoMLBuildSpec.AutoMLBuildModels impl)

Overrides:

fillImpl in class water.api.Schema<AutoMLBuildSpec.AutoMLBuildModels,AutoMLBuildSpecV99.AutoMLBuildModelsV99>

fillFromImpl

public AutoMLBuildSpecV99.AutoMLBuildModelsV99 fillFromImpl(AutoMLBuildSpec.AutoMLBuildModels impl)

Overrides:

fillFromImpl in class water.api.Schema<AutoMLBuildSpec.AutoMLBuildModels,AutoMLBuildSpecV99.AutoMLBuildModelsV99>