AutoMLProblemTypeConfig
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.
Contents
Important
This data type is a UNION, so only one of the following members can be specified when used or returned.
- ImageClassificationJobConfig
-
Settings used to configure an AutoML job V2 for the image classification problem type.
Type: ImageClassificationJobConfig object
Required: No
- TabularJobConfig
-
Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
Type: TabularJobConfig object
Required: No
- TextClassificationJobConfig
-
Settings used to configure an AutoML job V2 for the text classification problem type.
Type: TextClassificationJobConfig object
Required: No
- TextGenerationJobConfig
-
Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
Note
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.
Type: TextGenerationJobConfig object
Required: No
- TimeSeriesForecastingJobConfig
-
Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
Type: TimeSeriesForecastingJobConfig object
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
