What is a loss function?

Question $4$ options:

b$)$ A function that maps input data to output data.

a$)$ A function that measures the performance of a model during training.

d$)$ A function that converts categorical data into numerical data.

c$)$ A function that adjusts the weights between neurons in a neural network.