Loss function diagrams

Linear Classifiers in Python

Michael (Mike) Gelbart

Instructor, The University of British Columbia

The raw model output

0-1 loss diagram

Linear regression loss diagram

Logistic loss diagram

Hinge loss diagram

Hinge loss diagram

Let's practice!

Linear Classifiers in Python