Overfitting

concepts · 2 notes linked

Related: Machine Learning · Regularization · Feature Engineering · Scott Fortmann Roe · Bias Variance Tradeoff · Model Complexity · K Nearest Neighbors

Notes

• Bias and Variance — Bias-variance decomposition explains model overfitting and underfitting tradeoff
• Machine Learning Done Wrong — Seven common practitioner mistakes in applied machine learning modeling