Logistic regression

logistic regression  In logistic regression, the probability of the outcome is represented by a logistic function The logistic function is a sigmoid curve that has Faculty oF Economics and Econometrics, University oF Amsterdam, and Tinbergen Institute Page 2 The Origins of Logistic Regression Cramer I November

Logistic regression is a special case of regression analysis and is used when the dependent variable is nominally scaled This is the case, for example, with Logistic Regression Instead of predicting exactly 0 or 1, logistic regression generates a probability—a value between 0 and 1, exclusive For

Logistic regression is a traditional statistics technique that is also very popular as a machine Linear regression uses mean squared error as its cost function If this is used for logistic regression, then it will be a non-convex function