W4 Flashcards
1
Q
Objective function, what is it, general form?
A
2
Q
LLC? Form, purpose?
A
Linear logistic classifier
3
Q
How should treshold for LLC be set?
A
Using Bayesian reasoning
4
Q
Probabilistic way if thinking about loss function
A
5
Q
Negative log likellyhood, log loss, cross entropy loss
A
6
Q
Gradient descent optimisation algorithm, Theorem of convergence of GD
A
7
Q
Regularization of objectiv function,most common one?
A
8
Q
Margin minimization,
A
SVM, Hinge loss
