Section outline

  • Lecture: Tree-based methods

    Classification and regression trees; Bagging; Random forests

    ISLR: Sec 8
    ESL: Sec 9.2, 15

    • Session Slides:

    • biostat216 lecture5 File

    • Session Audio/Video Recording (access restricted to registered students):

    • Lecture 5 Media Resource
      Not available unless: You belong to Registered Students Only

    • Homework

    • Homework 3 File
    • Dementia data File
    • iSPY1 data File
    • I-SPY 1 All Patient Clinical and Outcome Data File
    • Homework 3 turn in Assignment
      Not available unless: You belong to Registered Students Only
    • HW3 soln File
    • HW3 soln File