Multivariate Linear Regression

Linear Regression 3 - Multivariate Linear Regression

The Simple Linear Regression can only handle the relationship between the target feature and one descriptive feature, which is not often the case in real life. For example, the number of features in the dataset of our toy example is now expanded to 4, including target feature Rental Price: Size Rental Price Floor Number of bedroom 350 1840 15 1 410 1682 3 2 430 1555 7 1 550 2609 4 2 … … … … To generalize simple linear regression to multivariate linear regression is straightforward.