LostTech.TensorFlow : API Documentation

Type CategoricalHinge

Namespace tensorflow.keras.losses

Parent LossFunctionWrapper

Interfaces ICategoricalHinge

Computes the categorical hinge loss between `y_true` and `y_pred`.

`loss = maximum(neg - pos + 1, 0)` where `neg = sum(y_true * y_pred)` and `pos = maximum(1 - y_true)`

Usage: Usage with the `compile` API:
Show Example 
ch = tf.keras.losses.CategoricalHinge()
            loss = ch([0., 1., 1.], [1., 0., 1.])
            print('Loss: ', loss.numpy())  # Loss: 1.0

Properties

Public properties

object fn get; set;

string name get; set;

object PythonObject get;

string reduction get; set;