Computer Science and Engineering Introductory Data Science Lab Experiments

Evaluation Metrics, Overfitting/Underfitting

  1. Scikit-Learn: Comparing Underfitting, Good Fit, and Overfitting
  2. MLU-Explain: Interactive Bias-Variance Tradeoff Visual Guide
  3. Steve Klosterman: Overfitting and Underfitting Example in Python
  4. Wikipedia: Bias–Variance Tradeoff
  5. The Clever Machine: A Visual Exploration of Bias-Variance Tradeoff & Model Complexity