How is overfitting specifically related to Polynomial Regression?
- It's not related
- Overfitting can occur with high-degree polynomials
- Overfitting only happens with linear models
- Polynomial Regression prevents overfitting
Overfitting in Polynomial Regression can occur when using high-degree polynomials. The model becomes too flexible and fits the training data too well, including the noise, which reduces its ability to generalize well to unseen data.
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