Artificial Intelligence, Machine Learning, Data Science, Bioinformatics, Science.
(MLE) approach when we train a logistic model. In the figure below, we can see that if we have a dependent variable that has only two categories (example: malignant or benign mass) it is clearly better to use logistic regression. Fig 4. Example of risk stratification. Source from: here In summary,