Foundations

Supervised learning

stable definition

Definition

Machine learning from labeled examples that pair inputs with desired outputs.

Distinguish it from nearby terms

Supervised learning uses explicit labels; self-supervised learning derives learning targets from the data itself.

Check your understanding

Human feedback can supply labels but does not make every feedback-based method ordinary supervised learning.