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What is Understanding Polynomial Regression Basics about?

Polynomial regression is a machine learning model that captures non-linear relationships between variables, unlike simple linear regression which only works for linear data. It uses an nth-degree polynomial function to model the relationship, with the degree being a hyperparameter that needs careful selection to avoid overfitting or underfitting. While polynomial regression can provide a better approximation of complex relationships, it is sensitive to outliers which can significantly affect the results.

Author

gamblerfunnyvalentine

Language

EN