Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
Derivations Let us say that we have binary classification with class labels {1,0}. Let’s define a plane(π) which is the decision surface of Logistic Regression whose equation is W.X + b = 0. Here, W is the normal vector of the plane π and X is the dimensions of the point. Assuming for simplicity