Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
equation as: Substituting the value of p(Xᵢ) as the sigmoid function Rearranging the equation we get: Final Equation To find the most optimal W, we have to maximize the right-hand side of the above equation. Hence we can say that: Find W such that l(W) is Maximized In many books, there is also