Interface EntityTypesEvaluationMetrics.Builder

All Superinterfaces:
Buildable, CopyableBuilder<EntityTypesEvaluationMetrics.Builder,EntityTypesEvaluationMetrics>, SdkBuilder<EntityTypesEvaluationMetrics.Builder,EntityTypesEvaluationMetrics>, SdkPojo
Enclosing class:
EntityTypesEvaluationMetrics

public static interface EntityTypesEvaluationMetrics.Builder extends SdkPojo, CopyableBuilder<EntityTypesEvaluationMetrics.Builder,EntityTypesEvaluationMetrics>
  • Method Details

    • precision

      A measure of the usefulness of the recognizer results for a specific entity type in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones.

      Parameters:
      precision - A measure of the usefulness of the recognizer results for a specific entity type in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
    • recall

      A measure of how complete the recognizer results are for a specific entity type in the test data. High recall means that the recognizer returned most of the relevant results.

      Parameters:
      recall - A measure of how complete the recognizer results are for a specific entity type in the test data. High recall means that the recognizer returned most of the relevant results.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
    • f1Score

      A measure of how accurate the recognizer results are for a specific entity type in the test data. It is derived from the Precision and Recall values. The F1Score is the harmonic average of the two scores. The highest score is 1, and the worst score is 0.

      Parameters:
      f1Score - A measure of how accurate the recognizer results are for a specific entity type in the test data. It is derived from the Precision and Recall values. The F1Score is the harmonic average of the two scores. The highest score is 1, and the worst score is 0.
      Returns:
      Returns a reference to this object so that method calls can be chained together.