Machine Learning, Regression, Data Science.
the dependent variable, y. Independence: The residuals are independent. Homoscedasticity: The residuals have constant variance at every level of x. No or little multi-colinearality Normality: For any fixed value of X, Y is normally distributed. Polynomial regression: The training data might be