Class: Aws::LookoutEquipment::Types::ModelVersionSummary

Inherits:

Struct

• Object
• Struct
• Aws::LookoutEquipment::Types::ModelVersionSummary

Includes:

Structure

Defined in:

lib/aws-sdk-lookoutequipment/types.rb

Overview

Contains information about the specific model version.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #created_at ⇒ Time

  The time when this model version was created.

• #model_arn ⇒ String

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

• #model_name ⇒ String

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

• #model_quality ⇒ String

  Provides a quality assessment for a model that uses labels.

• #model_version ⇒ Integer

  The version of the model.

• #model_version_arn ⇒ String

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

• #source_type ⇒ String

  Indicates how this model version was generated.

• #status ⇒ String

  The current status of the model version.

Instance Attribute Details

#created_at ⇒ Time

The time when this model version was created.

Returns:

• (Time)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#model_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#model_name ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#model_quality ⇒ String

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].

[1]: docs.aws.amazon.com/lookout-for-equipment/latest/ug/best-practices.html

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#model_version ⇒ Integer

The version of the model.

Returns:

• (Integer)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#model_version_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#source_type ⇒ String

Indicates how this model version was generated.

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ String

The current status of the model version.

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 3708

class ModelVersionSummary < Struct.new(
  :model_name,
  :model_arn,
  :model_version,
  :model_version_arn,
  :created_at,
  :status,
  :source_type,
  :model_quality)
  SENSITIVE = []
  include Aws::Structure
end