Ratio is the division of two variables, used for continuous variables.

Ratio is also a method of feature combination. Feature combination is a supplement to make up for the lack of linear model which can not express nonlinear properties, which is helpful to improve the expression ability of linear model.

Note: in the ratio calculation, the denominator variable cannot have 0.