Extract duplicate detection metricsΒΆ

Use metrics to assess the quality of duplicate detection, comparing groud truth labels with predicted ones.

  • URL: /api/v0/metrics/duplicate-detection

  • Method: GET, URL Params: None

  • Data Params:

    • labels_true: [required] list of int. Ground truth labels
    • labels_pred: [required] list of int. Predicted labels
    • metrics: [required] list of str. Metrics to compute, any combination of “ratio_duplicates”, “f1_same_duplicates”, “mean_duplicates_count”

  • Success Response: HTTP 200

    {'ratio_duplicates': <float>, 'f1_same_duplicates': <float>, 'mean_duplicates_count': <float>}

Presence of keys depend on the value of metrics parameter. The most detailed response (all 3 metrics are called) is shown above.