Machine Learning, Generalization, Regularization, Overfitting, Bias.
is important because the word “learn” may falsely suggest that such a model can really “learn to understand” the data it’s processing like human beings do – but it cannot. The only thing it may learn is statistical patterns, not more and not less. Generalization The ultimate goal of machine