The regression functions are used to determine the relationship between the dependent variable (target field) and one or more independent variables. The dependent variable is the one whose values you want to predict, whereas the independent variables are the variables that you base your prediction on.
A RegressionModel defines three types of regression models: linear, polynomial, and logistic regression. The modelType attribute indicates the type of regression used.