training
Supervised Learning
A machine learning approach where models learn from labeled training data, mapping inputs to known correct outputs. The model adjusts its parameters to minimize the difference between its predictions and the true labels.
In practice
Training an email classifier with thousands of emails labeled as 'spam' or 'not spam' is supervised learning.