3 Predicting Wine Quality

This chapter shows you how to deal with dependent variables that are categorical in nature and have more than two levels. Because the variable is not binary, the modeling becomes more complex. In this chapter you will learn how to use:

1. Multinomial logistic regression,

2. Support Vector Machines, and

3. Ordinal Regression