Class: Aws::LookoutEquipment::Types::ModelVersionSummary
- Inherits:
-
Struct
- Object
- Struct
- Aws::LookoutEquipment::Types::ModelVersionSummary
- Defined in:
- gems/aws-sdk-lookoutequipment/lib/aws-sdk-lookoutequipment/types.rb
Overview
Contains information about the specific model version.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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.
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# File 'gems/aws-sdk-lookoutequipment/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 |