Class: Aws::Personalize::Types::Recommender
- Inherits:
-
Struct
- Object
- Struct
- Aws::Personalize::Types::Recommender
- Includes:
- Structure
- Defined in:
- lib/aws-sdk-personalize/types.rb
Overview
Describes a recommendation generator for a Domain dataset group. You create a recommender in a Domain dataset group for a specific domain use case (domain recipe), and specify the recommender in a
- GetRecommendations][1
-
request.
[1]: docs.aws.amazon.com/personalize/latest/dg/API_RS_GetRecommendations.html
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#creation_date_time ⇒ Time
The date and time (in Unix format) that the recommender was created.
-
#dataset_group_arn ⇒ String
The Amazon Resource Name (ARN) of the Domain dataset group that contains the recommender.
-
#failure_reason ⇒ String
If a recommender fails, the reason behind the failure.
-
#last_updated_date_time ⇒ Time
The date and time (in Unix format) that the recommender was last updated.
-
#latest_recommender_update ⇒ Types::RecommenderUpdateSummary
Provides a summary of the latest updates to the recommender.
-
#model_metrics ⇒ Hash<String,Float>
Provides evaluation metrics that help you determine the performance of a recommender.
-
#name ⇒ String
The name of the recommender.
-
#recipe_arn ⇒ String
The Amazon Resource Name (ARN) of the recipe (Domain dataset group use case) that the recommender was created for.
-
#recommender_arn ⇒ String
The Amazon Resource Name (ARN) of the recommender.
-
#recommender_config ⇒ Types::RecommenderConfig
The configuration details of the recommender.
-
#status ⇒ String
The status of the recommender.
Instance Attribute Details
#creation_date_time ⇒ Time
The date and time (in Unix format) that the recommender was created.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#dataset_group_arn ⇒ String
The Amazon Resource Name (ARN) of the Domain dataset group that contains the recommender.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#failure_reason ⇒ String
If a recommender fails, the reason behind the failure.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#last_updated_date_time ⇒ Time
The date and time (in Unix format) that the recommender was last updated.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#latest_recommender_update ⇒ Types::RecommenderUpdateSummary
Provides a summary of the latest updates to the recommender.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#model_metrics ⇒ Hash<String,Float>
Provides evaluation metrics that help you determine the performance of a recommender. For more information, see [ Evaluating a recommender].
[1]: docs.aws.amazon.com/personalize/latest/dg/evaluating-recommenders.html
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#name ⇒ String
The name of the recommender.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#recipe_arn ⇒ String
The Amazon Resource Name (ARN) of the recipe (Domain dataset group use case) that the recommender was created for.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#recommender_arn ⇒ String
The Amazon Resource Name (ARN) of the recommender.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#recommender_config ⇒ Types::RecommenderConfig
The configuration details of the recommender.
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |
#status ⇒ String
The status of the recommender.
A recommender can be in one of the following states:
-
CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
-
STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE
-
DELETE PENDING > DELETE IN_PROGRESS
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# File 'lib/aws-sdk-personalize/types.rb', line 4612 class Recommender < Struct.new( :recommender_arn, :dataset_group_arn, :name, :recipe_arn, :recommender_config, :creation_date_time, :last_updated_date_time, :status, :failure_reason, :latest_recommender_update, :model_metrics) SENSITIVE = [] include Aws::Structure end |