1 Introduction 1 2 Supervised Learning 21 3 Bayesian Decision Theory 47 4 Parametric Methods 61 5 Multivariate Methods 87 6 Dimensionality Reduction 109 7 Clustering 143 8 Nonparametric Methods 163 9 Decision Trees 185 10 Linear Discri