# Hinge - Classification - [SVM](SVM.md) - the w are weights of the model - labels are 1 or -1 - $\mathrm{max}\left( 0, 1 + \mathrm{max}\left( w_{y} \cdot x - w_{t} \cdot x \right) \right)$ - $L(y, \hat y) = \Sigma_{i}max(0, 1- y_{i}\hat y_{i})$ - maximum margin classification