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)
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). For use with the bring-your-own-recipe feature. Not used with Amazon Personalize predefined recipes.

Returns:

Describes the properties for hyperparameter optimization (HPO). For use with the bring-your-own-recipe feature. Not used with Amazon Personalize predefined recipes.

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.

Returns:

Lists the hyperparameter names and ranges.

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.

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