com.amazonaws.services.sagemaker.model

Class AutoMLProblemTypeConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.AutoMLProblemTypeConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class AutoMLProblemTypeConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

A collection of settings specific to the problem type used to configure an AutoML job V2. There must be one and only one config of the following type.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
AutoMLProblemTypeConfig()

Method Summary

Modifier and Type	Method and Description
AutoMLProblemTypeConfig	clone()
boolean	equals(Object obj)
ImageClassificationJobConfig	getImageClassificationJobConfig() Settings used to configure an AutoML job V2 for the image classification problem type.
TabularJobConfig	getTabularJobConfig() Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).
TextClassificationJobConfig	getTextClassificationJobConfig() Settings used to configure an AutoML job V2 for the text classification problem type.
TimeSeriesForecastingJobConfig	getTimeSeriesForecastingJobConfig() Settings used to configure an AutoML job V2 for a time-series forecasting problem type.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller)
void	setImageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig) Settings used to configure an AutoML job V2 for the image classification problem type.
void	setTabularJobConfig(TabularJobConfig tabularJobConfig) Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).
void	setTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig) Settings used to configure an AutoML job V2 for the text classification problem type.
void	setTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig) Settings used to configure an AutoML job V2 for a time-series forecasting problem type.
String	toString() Returns a string representation of this object.
AutoMLProblemTypeConfig	withImageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig) Settings used to configure an AutoML job V2 for the image classification problem type.
AutoMLProblemTypeConfig	withTabularJobConfig(TabularJobConfig tabularJobConfig) Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).
AutoMLProblemTypeConfig	withTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig) Settings used to configure an AutoML job V2 for the text classification problem type.
AutoMLProblemTypeConfig	withTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig) Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

Methods inherited from class java.lang.Object

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

Constructor Detail

AutoMLProblemTypeConfig

public AutoMLProblemTypeConfig()

Method Detail

setImageClassificationJobConfig

public void setImageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig)

Settings used to configure an AutoML job V2 for the image classification problem type.

Parameters:

imageClassificationJobConfig - Settings used to configure an AutoML job V2 for the image classification problem type.

getImageClassificationJobConfig

public ImageClassificationJobConfig getImageClassificationJobConfig()

Settings used to configure an AutoML job V2 for the image classification problem type.

Returns:

Settings used to configure an AutoML job V2 for the image classification problem type.

withImageClassificationJobConfig

public AutoMLProblemTypeConfig withImageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig)

Settings used to configure an AutoML job V2 for the image classification problem type.

Parameters:

imageClassificationJobConfig - Settings used to configure an AutoML job V2 for the image classification problem type.

Returns:

Returns a reference to this object so that method calls can be chained together.

setTextClassificationJobConfig

public void setTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)

Settings used to configure an AutoML job V2 for the text classification problem type.

Parameters:

textClassificationJobConfig - Settings used to configure an AutoML job V2 for the text classification problem type.

getTextClassificationJobConfig

public TextClassificationJobConfig getTextClassificationJobConfig()

Settings used to configure an AutoML job V2 for the text classification problem type.

Returns:

Settings used to configure an AutoML job V2 for the text classification problem type.

withTextClassificationJobConfig

public AutoMLProblemTypeConfig withTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)

Settings used to configure an AutoML job V2 for the text classification problem type.

Parameters:

textClassificationJobConfig - Settings used to configure an AutoML job V2 for the text classification problem type.

Returns:

Returns a reference to this object so that method calls can be chained together.

setTabularJobConfig

public void setTabularJobConfig(TabularJobConfig tabularJobConfig)

Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

Parameters:

tabularJobConfig - Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

getTabularJobConfig

public TabularJobConfig getTabularJobConfig()

Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

Returns:

Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

withTabularJobConfig

public AutoMLProblemTypeConfig withTabularJobConfig(TabularJobConfig tabularJobConfig)

Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

Parameters:

tabularJobConfig - Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).

Returns:

Returns a reference to this object so that method calls can be chained together.

setTimeSeriesForecastingJobConfig

public void setTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)

Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

Parameters:

timeSeriesForecastingJobConfig - Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

getTimeSeriesForecastingJobConfig

public TimeSeriesForecastingJobConfig getTimeSeriesForecastingJobConfig()

Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

Returns:

Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

withTimeSeriesForecastingJobConfig

public AutoMLProblemTypeConfig withTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)

Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

Parameters:

timeSeriesForecastingJobConfig - Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

Returns:

Returns a reference to this object so that method calls can be chained together.

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

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public AutoMLProblemTypeConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Specified by:

marshall in interface StructuredPojo