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tf.keras.losses.hinge

TensorFlow 1 version View source on GitHub

Computes the hinge loss between y_true and y_pred.

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.