Probabilistic Classification

What is Probabilistic Classification?

Probabilistic classification outputs a distribution over classes or calibrated scores rather than only a hard label, enabling thresholding and risk-aware decisions.

Further reading

Authority: https://scikit-learn.org/stable/modules/calibration.html