ModelVersionSummary - Amazon Lookout for Equipment
ContentsSee Also

Amazon Lookout for Equipment will no longer be open to new customers starting on October 17, 2024. If you would like to use the service, please sign up prior to October 17. For capabilities like Lookout for Equipment explore our blog post.

ModelVersionSummary

Contains information about the specific model version.

Contents

CreatedAt

The time when this model version was created.

Type: Timestamp

Required: No

ModelArn

The Amazon Resource Name (ARN) of the model that this model version is a version of.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/.+

Required: No

ModelName

The name of the model that this model version is a version of.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: ^[0-9a-zA-Z_-]{1,200}$

Required: No

ModelQuality

Provides a quality assessment for a model that uses labels. If Lookout for Equipment determines that the model quality is poor based on training metrics, the value is POOR_QUALITY_DETECTED. Otherwise, the value is QUALITY_THRESHOLD_MET.

If the model is unlabeled, the model quality can't be assessed and the value of ModelQuality is CANNOT_DETERMINE_QUALITY. In this situation, you can get a model quality assessment by adding labels to the input dataset and retraining the model.

For information about improving the quality of a model, see Best practices with Amazon Lookout for Equipment.

Type: String

Valid Values: QUALITY_THRESHOLD_MET | CANNOT_DETERMINE_QUALITY | POOR_QUALITY_DETECTED

Required: No

ModelVersion

The version of the model.

Type: Long

Valid Range: Minimum value of 1.

Required: No

ModelVersionArn

The Amazon Resource Name (ARN) of the model version.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: ^arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/[0-9a-zA-Z_-]{1,200}\/.+\/model-version\/[0-9]{1,}$

Required: No

SourceType

Indicates how this model version was generated.

Type: String

Valid Values: TRAINING | RETRAINING | IMPORT

Required: No

Status

The current status of the model version.

Type: String

Valid Values: IN_PROGRESS | SUCCESS | FAILED | IMPORT_IN_PROGRESS | CANCELED

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: