AutoMLProblemTypeConfig (AWS SDK for Java

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()

Constructors
Constructor and Description
`AutoMLProblemTypeConfig()`

Method Summary

All Methods Instance Methods Concrete Methods
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 the tabular problem type (regression, classification).
`TextClassificationJobConfig`	`getTextClassificationJobConfig()` Settings used to configure an AutoML job V2 for the text classification problem type.
`TextGenerationJobConfig`	`getTextGenerationJobConfig()` Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
`TimeSeriesForecastingJobConfig`	`getTimeSeriesForecastingJobConfig()` Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
`int`	`hashCode()`
`void`	`marshall(ProtocolMarshaller protocolMarshaller)` Marshalls this structured data using the given `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 the tabular problem type (regression, classification).
`void`	`setTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)` Settings used to configure an AutoML job V2 for the text classification problem type.
`void`	`setTextGenerationJobConfig(TextGenerationJobConfig textGenerationJobConfig)` Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
`void`	`setTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)` Settings used to configure an AutoML job V2 for the 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 the tabular problem type (regression, classification).
`AutoMLProblemTypeConfig`	`withTextClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)` Settings used to configure an AutoML job V2 for the text classification problem type.
`AutoMLProblemTypeConfig`	`withTextGenerationJobConfig(TextGenerationJobConfig textGenerationJobConfig)` Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
`AutoMLProblemTypeConfig`	`withTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)` Settings used to configure an AutoML job V2 for the time-series forecasting problem type.

Methods inherited from class java.lang.Object
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.
  - setTimeSeriesForecastingJobConfig
```
public void setTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)
```
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
    
    Parameters:
    
    timeSeriesForecastingJobConfig - Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
  - getTimeSeriesForecastingJobConfig
```
public TimeSeriesForecastingJobConfig getTimeSeriesForecastingJobConfig()
```
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
  - withTimeSeriesForecastingJobConfig
```
public AutoMLProblemTypeConfig withTimeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)
```
    Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
    
    Parameters:
    
    timeSeriesForecastingJobConfig - Settings used to configure an AutoML job V2 for the time-series forecasting 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 the tabular problem type (regression, classification).
    
    Parameters:
    
    tabularJobConfig - Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
  - getTabularJobConfig
```
public TabularJobConfig getTabularJobConfig()
```
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
  - withTabularJobConfig
```
public AutoMLProblemTypeConfig withTabularJobConfig(TabularJobConfig tabularJobConfig)
```
    Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
    
    Parameters:
    
    tabularJobConfig - Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - setTextGenerationJobConfig
```
public void setTextGenerationJobConfig(TextGenerationJobConfig textGenerationJobConfig)
```
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    Parameters:
    
    textGenerationJobConfig - Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
  - getTextGenerationJobConfig
```
public TextGenerationJobConfig getTextGenerationJobConfig()
```
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    Returns:
    
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
  - withTextGenerationJobConfig
```
public AutoMLProblemTypeConfig withTextGenerationJobConfig(TextGenerationJobConfig textGenerationJobConfig)
```
    Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    Parameters:
    
    textGenerationJobConfig - Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
    
    The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the full list of its supported Regions.
    
    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)
```
    Description copied from interface: StructuredPojo
    
    Marshalls this structured data using the given ProtocolMarshaller.
    
    Specified by:
    
    marshall in interface StructuredPojo
    
    Parameters:
    
    protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.

AWS SDK for Java 1.x API Reference - 1.12.779

Class AutoMLProblemTypeConfig

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

AutoMLProblemTypeConfig

Method Detail

setImageClassificationJobConfig

getImageClassificationJobConfig

withImageClassificationJobConfig

setTextClassificationJobConfig

getTextClassificationJobConfig

withTextClassificationJobConfig

setTimeSeriesForecastingJobConfig

getTimeSeriesForecastingJobConfig

withTimeSeriesForecastingJobConfig

setTabularJobConfig

getTabularJobConfig

withTabularJobConfig

setTextGenerationJobConfig

getTextGenerationJobConfig

withTextGenerationJobConfig

toString

equals

hashCode

clone

marshall