Fig. 3
From: Continuous blood glucose monitoring prediction for diabetes using evolving neural network
Example of overfitting. This CGM data example tends to have a gradual downward trend. However if a more complex polynomial model is used, the trend line can get closer to each individual datapoint, but it is only adapting to the noise in this particular training data and will perform badly on other unseen CGM datasets.
