About This Simulator
Generate noisy data from a sine wave and fit polynomial models of varying degree. Low-degree polynomials underfit (high bias), while high-degree polynomials overfit (high variance). Watch the training error decrease as complexity grows, while the test error first drops then rises — the classic U-shaped bias-variance curve.