Question: The scatterplot below shows data points (shown with black Xs) and two regression models: one is a simple linear regression model, and the other is

The scatterplot below shows data points (shown with black Xs) and two regression models: one is a simple linear regression model, and the other is a more complex model that more closely fits the data.

Which model illustrates overfitting?

Question 3 options:

Both models

The complex model that more closely fits the data

Neither model

The simple linear regression model

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