ML VISUAL LAB / ML Methods
Support Vector Machine
Intuition
Visualize the hyperplane, margin, and support vectors that define the decision boundary.
Core Formula
min 1/2 ||w||^2 + C sum hinge loss
When to use it?
Margin-based classification on small to medium datasets.