Alexandra Twin has 15+ years of experience as an editor and writer, covering financial news for public and private companies. Investopedia / Zoe Hansen Overfitting is ...

We must also confront the challenges of overfitting and underfitting. It is useful to illustrate with an example. In Figure 1 you can see some observed data, where x is the input and y is the output.