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

Inherits:
Struct
  • Object
show all
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

Instance Attribute Details

#enable_metadata_with_recommendationsBoolean

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.

Returns:

  • (Boolean)


4672
4673
4674
4675
4676
4677
4678
4679
# 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_configHash<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>)


4672
4673
4674
4675
4676
4677
4678
4679
# 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_secondInteger

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)


4672
4673
4674
4675
4676
4677
4678
4679
# 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_configTypes::TrainingDataConfig

Specifies the training data configuration to use when creating a domain recommender.



4672
4673
4674
4675
4676
4677
4678
4679
# 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