Machine Learning Crash Course: The Bias-Variance Dilemma
The whole problem of overfitting or underfitting exists because you&#x27;re not trying to understand the underlying model, but you&#x27;re trying to &quot;cheat&quot; by inventing some formula that happens to work in most cases.