ModelVersionSummary - Amazon Lookout for Equipment

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: