Class: Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb

Overview

Output from BatchPredictionJob for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.

Defined Under Namespace

Modules: PredictionFormat

Instance Attribute Summary collapse

Instance Attribute Details

#bigquery ⇒ ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Returns BigQuery location for BatchExplain output.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 189

class ExplanationBaseline
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The storage format of the predictions generated BatchPrediction job.
  module PredictionFormat
    # Should not be set.
    PREDICTION_FORMAT_UNSPECIFIED = 0

    # Predictions are in JSONL files.
    JSONL = 2

    # Predictions are in BigQuery.
    BIGQUERY = 3
  end
end

#gcs ⇒ ::Google::Cloud::AIPlatform::V1::GcsDestination

Returns Cloud Storage location for BatchExplain output.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 189

class ExplanationBaseline
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The storage format of the predictions generated BatchPrediction job.
  module PredictionFormat
    # Should not be set.
    PREDICTION_FORMAT_UNSPECIFIED = 0

    # Predictions are in JSONL files.
    JSONL = 2

    # Predictions are in BigQuery.
    BIGQUERY = 3
  end
end

#prediction_format ⇒ ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat

Returns The storage format of the predictions generated BatchPrediction job.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 189

class ExplanationBaseline
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The storage format of the predictions generated BatchPrediction job.
  module PredictionFormat
    # Should not be set.
    PREDICTION_FORMAT_UNSPECIFIED = 0

    # Predictions are in JSONL files.
    JSONL = 2

    # Predictions are in BigQuery.
    BIGQUERY = 3
  end
end