What is the purpose of a loss function in machine learning?

Question

Machine Learning — Easy

What is the purpose of a loss function in machine learning?

Accepted Answer

The purpose of a loss function in machine learning is to quantify how far the model's predictions are from the true values, providing the signal used to update model parameters. This helps the model adjust its predictions to minimize errors during training.