Week 7 (Oct. 2–6)

Pre-Class Reading

Monday

Logistic Regression and Classification

Downloads

Download the demo notebook (HTML export).

Update: the completed notebook (HTML export).

Outline

  • What is classification?

  • How do we adapt linear models to do classification?

  • How do we measure classifier effectiveness?

    • ROC curves

    • Precision and recall

  • Does the data mean what we hope it does?

Wednesday

  • More Classification

  • Prep for Exam (Oct. 11)

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