1. Chapter 4: Linear Classifiers
Linear Regression
Linear and Quadratic Discriminant functions
Example: Gene Expression Arrays
Reduced Rank LDA
Logistic Regression
Separating Hyperplanes

4. Masking problems with linear regression

7. Linear Boundaries, and Projections of Linear Boundaries

8. Quadratic Discriminant Analysis

12. Khan Data

19. Genes that matter

25. Projections onto different pairs of canonical variates

33. South African Heart Disease Data

38. Separating Hyperplanes

40. Geometry

41. Optimal Separating Hyperplanes