A ________ function produces a measure of how well a neural network predicts the target values.
A) activation
B) optimizer
C) loss
D) None of the above

Question

Quizplus · Accepted Answer

The loss function produces a measure of how well a neural network predicts the target values by calculating the difference between the predicted output and the actual output. The optimizer helps in minimizing this difference during training, and the activation function determines whether a neuron should be activated based on whether the output is greater than a certain threshold. Therefore, the correct choice is C.

A ________ Function Produces a Measure of How Well a Neural