Logistic regression is a technique in statistical analysis that attempts to predict a data value based on prior observations. A logistic regression algorithm looks at the relationship between a dependent variable and one or more dependent variables.
Logistic regression has a number of applications in machine learning. A logistic regression algorithm might attempt to predict the SUV is selling or not test the prediction.