View Source GoogleApi.DocumentAI.V1.Model.GoogleCloudDocumentaiV1EvaluationMultiConfidenceMetrics (google_api_document_ai v0.39.0)

Metrics across multiple confidence levels.

Attributes

auprc (type: number(), default: nil) - The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds.
auprcExact (type: number(), default: nil) - The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only.
confidenceLevelMetrics (type: list(GoogleApi.DocumentAI.V1.Model.GoogleCloudDocumentaiV1EvaluationConfidenceLevelMetrics.t), default: nil) - Metrics across confidence levels with fuzzy matching enabled.
confidenceLevelMetricsExact (type: list(GoogleApi.DocumentAI.V1.Model.GoogleCloudDocumentaiV1EvaluationConfidenceLevelMetrics.t), default: nil) - Metrics across confidence levels with only exact matching.
estimatedCalibrationError (type: number(), default: nil) - The Estimated Calibration Error (ECE) of the confidence of the predicted entities.
estimatedCalibrationErrorExact (type: number(), default: nil) - The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only.
metricsType (type: String.t, default: nil) - The metrics type for the label.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() ::
  %GoogleApi.DocumentAI.V1.Model.GoogleCloudDocumentaiV1EvaluationMultiConfidenceMetrics{
    auprc: number() | nil,
    auprcExact: number() | nil,
    confidenceLevelMetrics:
      [
        GoogleApi.DocumentAI.V1.Model.GoogleCloudDocumentaiV1EvaluationConfidenceLevelMetrics.t()
      ]
      | nil,
    confidenceLevelMetricsExact:
      [
        GoogleApi.DocumentAI.V1.Model.GoogleCloudDocumentaiV1EvaluationConfidenceLevelMetrics.t()
      ]
      | nil,
    estimatedCalibrationError: number() | nil,
    estimatedCalibrationErrorExact: number() | nil,
    metricsType: String.t() | nil
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.