Cauchy¶

Cauchy loss function.

Parameters¶

C

Default → 80

Methods¶

call

Returns the loss.

Parameters

y_true
y_pred

Returns

The loss(es).

gradient

Return the gradient with respect to y_pred.

Parameters

y_true
y_pred

Returns

The gradient(s).

mean_func

Mean function.

This is the inverse of the link function. Typically, a loss function takes as input the raw output of a model. In the case of classification, the raw output would be logits. The mean function can be used to convert the raw output into a value that makes sense to the user, such as a probability.

Parameters

y_pred

Returns

The adjusted prediction(s).