Class: Aws::Personalize::Types::RecommenderConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::Personalize::Types::RecommenderConfig
- Defined in:
- gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb
Overview
The configuration details of the recommender.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#enable_metadata_with_recommendations ⇒ Boolean
Whether metadata with recommendations is enabled for the recommender.
-
#item_exploration_config ⇒ Hash<String,String>
Specifies the exploration configuration hyperparameters, including
explorationWeight
andexplorationItemAgeCutOff
, you want to use to configure the amount of item exploration Amazon Personalize uses when recommending items. -
#min_recommendation_requests_per_second ⇒ Integer
Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.
-
#training_data_config ⇒ Types::TrainingDataConfig
Specifies the training data configuration to use when creating a domain recommender.
Instance Attribute Details
#enable_metadata_with_recommendations ⇒ Boolean
Whether metadata with recommendations is enabled for the recommender. If enabled, you can specify the columns from your Items dataset in your request for recommendations. Amazon Personalize returns this data for each item in the recommendation response. For information about enabling metadata for a recommender, see Enabling metadata in recommendations for a recommender.
If you enable metadata in recommendations, you will incur additional costs. For more information, see Amazon Personalize pricing.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4672 class RecommenderConfig < Struct.new( :item_exploration_config, :min_recommendation_requests_per_second, :training_data_config, :enable_metadata_with_recommendations) SENSITIVE = [] include Aws::Structure end |
#item_exploration_config ⇒ Hash<String,String>
Specifies the exploration configuration hyperparameters, including
explorationWeight
and explorationItemAgeCutOff
, you want to use
to configure the amount of item exploration Amazon Personalize uses
when recommending items. Provide itemExplorationConfig
data only
if your recommenders generate personalized recommendations for a
user (not popular items or similar items).
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4672 class RecommenderConfig < Struct.new( :item_exploration_config, :min_recommendation_requests_per_second, :training_data_config, :enable_metadata_with_recommendations) SENSITIVE = [] include Aws::Structure end |
#min_recommendation_requests_per_second ⇒ Integer
Specifies the requested minimum provisioned recommendation requests
per second that Amazon Personalize will support. A high
minRecommendationRequestsPerSecond
will increase your bill. We
recommend starting with 1 for minRecommendationRequestsPerSecond
(the default). Track your usage using Amazon CloudWatch metrics, and
increase the minRecommendationRequestsPerSecond
as necessary.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4672 class RecommenderConfig < Struct.new( :item_exploration_config, :min_recommendation_requests_per_second, :training_data_config, :enable_metadata_with_recommendations) SENSITIVE = [] include Aws::Structure end |
#training_data_config ⇒ Types::TrainingDataConfig
Specifies the training data configuration to use when creating a domain recommender.
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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4672 class RecommenderConfig < Struct.new( :item_exploration_config, :min_recommendation_requests_per_second, :training_data_config, :enable_metadata_with_recommendations) SENSITIVE = [] include Aws::Structure end |