Patent ID: 11868443
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The method of claim 10, further comprising:
determining a set of margins, wherein each margin of the set of margins is indicative of a boundary between adjacent classes of the set of ordered classes;
determining, for a sample of the plurality of samples, a predicted value that is within the ordered continuum of classes; and
the ordered classification loss function comprising:
determining, based on the set of margins, a plurality of binary class variations;
determining, based on the predicted value and the corresponding label value that is associated with the ordered continuum of classes, a plurality of intermediate loss values, wherein each intermediate loss value of the plurality of intermediate loss values is associated with a binary class variation of the plurality of binary class variations; and
determining, based on the plurality of the intermediate loss values, the loss value.