Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
log-odds equation. Our task is to find the most optimal W such that the maximum number of points are correctly classified. To do this, we use the Maximum Likelihood Estimation. It is a method that determines the value of the parameter such that the known likelihood distribution is a maximum. Let's