What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.

Want to understand logistic regression? Explore our guide to learn its applications and advantages in data analysis.

If two variables are perfectly correlated, then there would be multiple solutions to the logistic regression that would give exactly the same fit. Correlated features also make interpretation of ...

Decision trees naturally support classification problems with more than two classes and can be modified to handle regression problems. Finally, once constructed, they classify new items quickly.