Image: Overfitted Data
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Description: Somewhat noisy linear data fit to both a linear function and to a polynomial of 10 degrees. Although the polynomial function is a perfect fit, the linear version can be expected to generalize better. In other words, if the two functions were used to extrapolate beyond the fit data, the linear function would make better predictions.
Title: Overfitted Data
Credit: Own work
Author: Ghiles
Usage Terms: Creative Commons Attribution-Share Alike 4.0
License: CC BY-SA 4.0
License Link: https://creativecommons.org/licenses/by-sa/4.0
Attribution Required?: Yes
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