software.amazon.awssdk.services.personalize.model

Class SolutionConfig

java.lang.Object

software.amazon.awssdk.services.personalize.model.SolutionConfig

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<SolutionConfig.Builder,SolutionConfig>

@Generated(value="software.amazon.awssdk:codegen")
public final class SolutionConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<SolutionConfig.Builder,SolutionConfig>

Describes the configuration properties for the solution.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	SolutionConfig.Builder

Method Summary

Modifier and Type	Method and Description
Map<String,String>	algorithmHyperParameters() Lists the hyperparameter names and ranges.
AutoMLConfig	autoMLConfig() The AutoMLConfig object containing a list of recipes to search when AutoML is performed.
static SolutionConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
String	eventValueThreshold() Only events with a value greater than or equal to this threshold are used for training a model.
Map<String,String>	featureTransformationParameters() Lists the feature transformation parameters.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
boolean	hasAlgorithmHyperParameters() Returns true if the AlgorithmHyperParameters property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
boolean	hasFeatureTransformationParameters() Returns true if the FeatureTransformationParameters property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty).
int	hashCode()
HPOConfig	hpoConfig() Describes the properties for hyperparameter optimization (HPO).
List<SdkField<?>>	sdkFields()
static Class<? extends SolutionConfig.Builder>	serializableBuilderClass()
SolutionConfig.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

eventValueThreshold

public String eventValueThreshold()

Only events with a value greater than or equal to this threshold are used for training a model.

Returns:

Only events with a value greater than or equal to this threshold are used for training a model.

hpoConfig

public HPOConfig hpoConfig()

Describes the properties for hyperparameter optimization (HPO).

Returns:

Describes the properties for hyperparameter optimization (HPO).

hasAlgorithmHyperParameters

public boolean hasAlgorithmHyperParameters()

Returns true if the AlgorithmHyperParameters property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

algorithmHyperParameters

public Map<String,String> algorithmHyperParameters()

Lists the hyperparameter names and ranges.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasAlgorithmHyperParameters() to see if a value was sent in this field.

Returns:

Lists the hyperparameter names and ranges.

hasFeatureTransformationParameters

public boolean hasFeatureTransformationParameters()

Returns true if the FeatureTransformationParameters property was specified by the sender (it may be empty), or false if the sender did not specify the value (it will be empty). For responses returned by the SDK, the sender is the AWS service.

featureTransformationParameters

public Map<String,String> featureTransformationParameters()

Lists the feature transformation parameters.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

You can use hasFeatureTransformationParameters() to see if a value was sent in this field.

Returns:

Lists the feature transformation parameters.

autoMLConfig

public AutoMLConfig autoMLConfig()

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

Returns:

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

toBuilder

public SolutionConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<SolutionConfig.Builder,SolutionConfig>

builder

public static SolutionConfig.Builder builder()

serializableBuilderClass

public static Class<? extends SolutionConfig.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo