Classification

\(K\), number of classics.

Algorithms

Linear discriminant analysis (LDA), quadratic discriminant analysis (QDA) (K>2; n small or classes well separated);

naive Bayes (p large);

(kernel) support vector machine (SVM) (K=2, classes well separated, computationally efficient on nonlinear kernels);

🏷 Category=Computation Category=Machine Learning