Polynomial regression in detail

Polynomial Regression is a regression algorithm that models the relationship between a dependent(y) and independent variable(x) as nth degree polynomial.

Some points on how polynomial regression improve our model performance:

The growth rate of tissues

Progression of disease epidemics

Distribution of carbon isotopes in lake sediments.