Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
function σ(d) gives us the probability that a point belongs to class 1. The Odds Ratio for binary classification is defined as the ratio of the probability of a point X belonging to class 1 to the probability of a point X belonging to class 0. Hence, we can say that: Odds Ratio formula Since σ(d)