optax.losses.hinge_loss

optax.losses.hinge_loss(

predictor_outputs: jax.typing.ArrayLike,

targets: jax.typing.ArrayLike,

) → Array

Computes the hinge loss for binary classification.

Parameters:

• predictor_outputs – Outputs of the decision function.

• targets – Target values. Target values should be strictly in the set {-1, 1}.

Returns:

loss value.