Metrics

Metrics in SUPERWISE are ML calculations computed outside SQL, such as drift and ROC-AUC. The distribution endpoints compare two queries and return the Jensen-Shannon divergence and Wasserstein distance, for drift. The performance endpoints calculate model metrics such as accuracy, F1 score, AUC-ROC, and RMSE from a dataset's prediction and actual fields.

Endpoints

• Compare two distributions
• Compare several distribution pairs
• Calculate a performance metric
• Calculate several performance metrics