Artificial Intelligence, Machine Learning, Data Science, Bioinformatics, Science.
is called model training or fitting. We use the predicted output and we confront the ground-truth value to minimize the difference. The predicted y is also named y-hat. We have an X matrix with contains all the features for our dataset, w is a vector that comprises the weights for all the features,