Computes the hinge loss between inputs and targets.
\[\text{hinge}(y, y_{\text{pred}}) = \max(0, 1 - y \cdot y_{\text{pred}})\]
- Parameters:
inputs (array) – The predicted values.
targets (array) – The target values. They should be -1 or 1.
reduction (str, optional) – Specifies the reduction to apply to the output:
'none' | 'mean' | 'sum'. Default: 'none'.
- Returns:
The computed hinge loss.
- Return type:
array
