Logistic Regression Model

The linear regression model can work well for regression but fails for classification. A solution for classification is logistic regression. Instead of fitting a straight line or hyperplane, the logistic regression model uses the logistic function to squeeze the output of a linear equation between 0 and 1.

References:
1. Vineet Maheshwari (Dec 21, 2018), LOGISTIC REGRESSION, https://medium.datadriveninvestor.com/logistic-regression-18afd48779ce