Question: Which statement is true about overfitting? If the model is noisy, you need a low - order polynomial so you don t overfit the data.

Which statement is true about overfitting?
If the model is noisy, you need a low-order polynomial so you dont overfit the data.
The model is too flexible and fits the noise rather than the function.
If a model is overfit with the training data it will also overfit the testing data.
The higher the order of the polynomial, the less overfitting occurs.

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