Googly.DocumentAI.Model.GoogleCloudDocumentaiV1beta3EvaluationMetrics (googly_document_ai v0.1.0)

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Evaluation metrics, either in aggregate or about a specific entity.

Attributes

  • f1_score (type: number()) - The calculated F1 score.
  • false_negatives_count (type: integer()) - The amount of false negatives.
  • false_positives_count (type: integer()) - The amount of false positives.
  • ground_truth_document_count (type: integer()) - The amount of documents with a ground truth occurrence.
  • ground_truth_occurrences_count (type: integer()) - The amount of occurrences in ground truth documents.
  • precision (type: number()) - The calculated precision.
  • predicted_document_count (type: integer()) - The amount of documents with a predicted occurrence.
  • predicted_occurrences_count (type: integer()) - The amount of occurrences in predicted documents.
  • recall (type: number()) - The calculated recall.
  • total_documents_count (type: integer()) - The amount of documents that had an occurrence of this label.
  • true_positives_count (type: integer()) - The amount of true positives.

Summary

Types

t()

Types

t()

@type t() :: %Googly.DocumentAI.Model.GoogleCloudDocumentaiV1beta3EvaluationMetrics{
  f1_score: number() | nil,
  false_negatives_count: integer() | nil,
  false_positives_count: integer() | nil,
  ground_truth_document_count: integer() | nil,
  ground_truth_occurrences_count: integer() | nil,
  precision: number() | nil,
  predicted_document_count: integer() | nil,
  predicted_occurrences_count: integer() | nil,
  recall: number() | nil,
  total_documents_count: integer() | nil,
  true_positives_count: integer() | nil
}