Loss function diagrams

Linear Classifiers in Python

Michael (Mike) Gelbart

Instructor, The University of British Columbia

The raw model output

Linear Classifiers in Python

0-1 loss diagram

Linear Classifiers in Python

Linear regression loss diagram

Linear Classifiers in Python

Logistic loss diagram

Linear Classifiers in Python

Hinge loss diagram

Linear Classifiers in Python

Hinge loss diagram

Linear Classifiers in Python

Let's practice!

Linear Classifiers in Python

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