Class: Aws::Personalize::Types::RecommenderConfig

Inherits:
Struct
  • Object
show all
Includes:
Structure
Defined in:
lib/aws-sdk-personalize/types.rb

Overview

The configuration details of the recommender.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

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].

[1]: docs.aws.amazon.com/personalize/latest/dg/creating-recommenders.html#create-recommender-return-metadata [2]: aws.amazon.com/personalize/pricing/

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-personalize/types.rb', line 5027

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).

Returns:

  • (Hash<String,String>) 


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# File 'lib/aws-sdk-personalize/types.rb', line 5027

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.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-personalize/types.rb', line 5027

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.

Returns:



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# File 'lib/aws-sdk-personalize/types.rb', line 5027

class RecommenderConfig < Struct.new(
  :item_exploration_config,
  :min_recommendation_requests_per_second,
  :training_data_config,
  :enable_metadata_with_recommendations)
  SENSITIVE = []
  include Aws::Structure
end