Streaming uncertainty estimation

Learn how to quantify predictive uncertainty for data streams.

• Prediction Intervals for Data Streams

See also

• capymoa.uncertainty

Uncertainty estimation produces prediction intervals or confidence estimates alongside point predictions, updating as the stream evolves. These tutorials cover training and evaluating uncertainty-aware learners on data streams, including the built-in methods and how to integrate your own.