tf.keras.losses.hinge

Computes the hinge loss between y_true and y_pred.

View aliases

Main aliases

tf.keras.metrics.hinge, tf.losses.hinge, tf.metrics.hinge

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.losses.hinge, tf.compat.v1.keras.metrics.hinge

tf.keras.losses.hinge(
    y_true, y_pred
)

Args
y_true	The ground truth values. y_true values are expected to be -1 or 1. If binary (0 or 1) labels are provided they will be converted to -1 or 1.
y_pred	The predicted values.

Returns
Tensor with one scalar loss entry per sample.