Introduction Electroencephalography (EEG) is a widely used neurophysiological technique that records electrical activity in the brain through electrodes placed on the scalp. It plays a crucial role in diagnosing neurological disorders, studying cognitive processes, and advancing brain-computer interface (BCI) technologies. However,…
The Best Loss Functions for Regression Models: A Mathematical Comparison
introduction In machine learning, the goal is to develop models that can identify patterns in data, make predictions, answer questions, or uncover hidden insights. This learning process involves training the model on data, testing it on unseen examples, and evaluating its…