Chapter 2. Classification

In this chapter, we will cover the following recipes:

  • Discriminant function analysis - geological measurements on brines from wells
  • Multinomial logistic regression - understanding program choices made by students
  • Tobit regression - measuring students' academic aptitude
  • Poisson regression - understanding species present in Galapagos Islands