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View Code? Open in Web Editor NEWMachine Learning Algorithm Logistic Regression is a classification algorithm that can be used to predict the probability of a categorical dependent variable. The data that contains 1 (Success) or 0 (Failure) which is also called as binary variable is used logistic regression and this variable should be a dependent variable.