LLumen

Machine Learning

Neural Net Sandbox Lite

Toy network intuition: capacity, noise, and overfitting (HS/college).

Neural Net Sandbox Lite

Polynomial capacity stands in for network capacity. Crank degree with noisy data and watch test error rise — classic overfitting intuition.

Train MSE

0.015

Test MSE

0.024

Overfit gap

0.009