Improvement of the Linear Regression Model
In Linear Regression, the degree is 1, here degree >= 0
Example
Red Line - Model prediction
Blue Lin e - True Values
Degree = 0
Constant
Degree = 1
Linear function - this is linear regression
Degree = 2
Quadratic Fn
Too much degree can cause overfitting