Author Description

A beginner's machine learning guide for classification problems systematically makes you familiar with machine learning concepts and the object classification models generation using MATLAB's PRTools and DD_Tools toolboxes. Topic covered includes Object Recognition; Biometric Recognition; Fusion Techniques; Feature Selection; Classification Models; Performance Metrics; MATLAB's PRTools Datasets; Multi-class Classification Models example using PRTools toolbox; and One-class Classification Models examples using PRTools toolbox.More than 30 Matlab programs are included in this book that will improve your understanding of datasets generation, data samples and labels representation, and different types of classification model designs.