Home▸AI & Machine Learning▸Model Training Lab — Overfitting & Ridge Regularisation Playground

📈 Model Training Lab — Overfitting & Ridge Regularisation Playground

Fit a polynomial of any degree to noisy data, watch training error keep falling while validation error turns upward, then dial in ridge regularisation to pull it back.

AI & Machine Learning3DAdvanced60 FPS📱 Mobile-adapted

⚙ Under the hood

Fit a polynomial of any degree to noisy data, watch training error keep falling while validation error turns upward, then dial in ridge regularisation to pull it back.

machine learningoverfittingregularizationridge regressionpolynomial fittingdata analysisThree.js

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install