Extract categorization metricsΒΆ

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

  • URL: /api/v0/metrics/categorization

  • Method: GET, URL Params: None

  • Data Params:

    • y_true: [required] list of int. Ground truth labels
    • y_pred: [required] list of int. Predicted labels
    • metrics: [required] list of str. Metrics to compute, any combination of “precision”, “recall”, “f1”, “roc_auc”

  • Success Response: HTTP 200

     {'precision': <float>, 'recall': <float>, 'f1': <float>, 'roc_auc': <float>}

Presence of keys depend on the value of metrics parameter. The most detailed response (all 4 metrics are called) is shown above.