Errata

Errata in the slides shown in the videos

  • Chapter 1.4 (Models & Parameters) - slide 5/10: d-dimensional vector, not p-dimensional
  • Chapter 4.3 (Simple Measures for Classification) - slide 6/9: Error in cost matrix
  • Chapter 5.2 (CART: Splitting Criteria) - slide 12/12: Error in result of Gini
  • Chapter 6.2 (Forests: Intro) - slides 7/8 and 8/8: Error in OOB error
  • Chapter 6.4 (Forests: Feature importance) - slide 3/3: Error in permutation based variable importance