Glossary term
Glossary term
Evaluation and Benchmarks
The square of the hinge loss. Squared hinge loss penalizes outliers more harshly than regular hinge loss.
Created for this library
A research team uses squared hinge loss in an SVM variant as one of several loss functions in a baseline comparison.
An NLP team uses squared hinge loss on a small classification task to compare against standard hinge loss.
A research lab uses squared hinge loss in education materials to illustrate how loss shape affects margin-based training.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License