Exercise 13.12 - Subderivative of the hinge loss function

Answers

When 𝜃 < 1 , we have:

∂𝑓 ( 𝜃 ) = { 1 } .

When 𝜃 = 1 , we have:

∂𝑓 ( 𝜃 ) = [ 1 , 0 ] ,

as for 𝜃 > 1 :

∂𝑓 ( 𝜃 ) = { 0 } .

User profile picture
2021-03-24 13:42
Comments