Extract clustering metricsΒΆ

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

  • URL: /api/v0/metrics/clustering

  • Method: GET, URL Params: None

  • Data Params:

    • labels_true: [required] list of int. Ground truth clustering labels
    • labels_pred: [required] list of int. Predicted clustering labels
    • metrics: [required] list of str. Metrics to compute, any combination of “adjusted_rand”, “adjusted_mutual_info”, “v_measure”

  • Success Response: HTTP 200

     {'adjusted_rand': <float>, 'adjusted_mutual_info': <float>, 'v_measure': <float>}

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