Which of the following statements a), b) or c) is false?
A) During training, the error rate is known as the loss, and the calculation that determines the loss is called the loss function.
B) Throughout training, the network determines the amount that each neuron contributes to the overall loss, then goes back through the layers and adjusts the weights in an effort to minimize that loss.
C) The technique mentioned in Part (b) is called backpropagation. Optimizing these weights occurs gradually-typically via a process called gradient descent.
D) All of the above statements are true.

Question

Quizplus · Accepted Answer

All the statements provided are accurate descriptions of concepts in machine learning and neural network training. Statement A correctly defines the loss and loss function, Statement B accurately describes the process of adjusting neuron weights based on their contribution to the loss, and Statement C correctly identifies the technique as backpropagation and mentions gradient descent as a method for optimizing weights.

Which of the Following Statements A), B) or C) Is