Linear regression algorithms fit a straight line, or another function ... There are dozens of machine learning algorithms, ranging in complexity from linear regression and logistic regression ...

The simplest and fastest algorithm is linear (least squares) regression ... machine learning models, and may also try all of the appropriate feature engineering and feature scaling techniques.

If the outcome variable is a continuous variable, linear regression is more suitable. The key difference between the two is that logistic regression uses a statistical function ... machine learning ...