Machine Learning, Cancer.
1 and 0, respectively, not infinity. To ensure the output falls between 0 and 1, we can squash the linear function into a sigmoid function. The common practice is to take the probability cutoff as 0.5. If the probability of Y is > 0.5, then it can be classified an event (malignant). Once again, I