Monitoring Realized Performance for Multiclass Classification

We currently support the following standard metrics for multiclass classification performance calculation:

  • roc_auc

  • f1

  • precision

  • recall

  • specificity

  • accuracy

For more information about estimating these metrics, refer to the Calculating Standard Performance Metrics for Multiclass Classification section.

We also support the following complex metric for multiclass classification performance calculation:

  • confusion_matrix

For more information about estimating this metrics, refer to the Estimating Confusion Matrix Elements for Multiclass Classification section.