The Hows and Whys of Regression Analysis

Let's now look at the common types of linear-regression analysis used in machine learning. There are four basic techniques that we're going to have a look at here. Other regression models can also be found, but they're not so commonly used. Simple linear regression uses one independent variable to explain or predict the outcome. For example, you have a table with the sample data concerning the temperature of cables and their durability.