Logistic Regression: A Beginner's Guide
Logistic Regression is a statistical method used to analyze the relationship between a categorical dependent variable and one or more independent variables. It is widely used in machine learning and predictive modeling for binary classification problems. In this article, we will discuss the basics of logistic regression and its mathematical formulation. Binary Classification Binary classification is a type of classification problem in which the output variable can take only two possible values, usually represented as 0 or 1....