Comparing Linear Regression and Polynomial Regression.
The advantage of using Polynomial Regression:
- Polynomial provide best approximation of relationship between dependent and independent variable.
- Polynomial regression allows for curved or nonlinear relationships. This means that it can better fit data that doesn't follow a straight line pattern.