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Problem 16 - Entrance Test
Which loss function is typically used for multi-class classification with softmax outputs?
A. Mean squared error
B. Categorical cross-entropy
C. Hinge loss
D. L1 loss
Check Answer
Show Solution
Correct: B
Categorical cross-entropy compares the predicted probability distribution from softmax to the true one-hot distribution, penalizing confidence errors.