Class: Aws::FraudDetector::Types::GetEventPredictionRequest

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb

Overview

Constant Summary collapse

SENSITIVE =
[:external_model_endpoint_data_blobs]

Instance Attribute Summary collapse

Instance Attribute Details

#detector_idString

The detector ID.

Returns:

  • (String)


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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#detector_version_idString

The detector version ID.

Returns:

  • (String)


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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#entitiesArray<Types::Entity>

The entity type (associated with the detector's event type) and specific entity ID representing who performed the event. If an entity id is not available, use "UNKNOWN."

Returns:



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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#event_idString

The unique ID used to identify the event.

Returns:

  • (String)


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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#event_timestampString

Timestamp that defines when the event under evaluation occurred. The timestamp must be specified using ISO 8601 standard in UTC.

Returns:

  • (String)


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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#event_type_nameString

The event type associated with the detector specified for the prediction.

Returns:

  • (String)


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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#event_variablesHash<String,String>

Names of the event type's variables you defined in Amazon Fraud Detector to represent data elements and their corresponding values for the event you are sending for evaluation.

You must provide at least one eventVariable

To ensure most accurate fraud prediction and to simplify your data preparation, Amazon Fraud Detector will replace all missing variables or values as follows:

For Amazon Fraud Detector trained models:

If a null value is provided explicitly for a variable or if a variable is missing, model will replace the null value or the missing variable (no variable name in the eventVariables map) with calculated default mean/medians for numeric variables and with special values for categorical variables.

For imported SageMaker models:

If a null value is provided explicitly for a variable, the model and rules will use “null” as the value. If a variable is not provided (no variable name in the eventVariables map), model and rules will use the default value that is provided for the variable.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end

#external_model_endpoint_data_blobsHash<String,Types::ModelEndpointDataBlob>

The Amazon SageMaker model endpoint input data blobs.

Returns:



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# File 'gems/aws-sdk-frauddetector/lib/aws-sdk-frauddetector/types.rb', line 2381

class GetEventPredictionRequest < Struct.new(
  :detector_id,
  :detector_version_id,
  :event_id,
  :event_type_name,
  :entities,
  :event_timestamp,
  :event_variables,
  :external_model_endpoint_data_blobs)
  SENSITIVE = [:external_model_endpoint_data_blobs]
  include Aws::Structure
end