Artificial Intelligence, Machine Learning, Data Science, Bioinformatics, Science.
(w) and a dependent variable (y, with labels 0 and 1). The objective is to predict the class labels (y) for the observations (x). we do this by multiplying each feature (x) by the corresponding weight (w). Transforming this with the sigmoid function: We then calculate the cost function: We