\contentsline {section}{\numberline {1}Building the Experiment}{3} \contentsline {subsection}{\numberline {1.1}Number of Attributes}{3} \contentsline {subsection}{\numberline {1.2}Classifiers}{3} \contentsline {subsection}{\numberline {1.3}Feature Subset Selectors}{7} \contentsline {subsection}{\numberline {1.4}Cross-Validation}{8} \contentsline {section}{\numberline {2}Analysis of Experimental Results}{9} \contentsline {subsection}{\numberline {2.1}Evaluation Metrics}{9} \contentsline {subsection}{\numberline {2.2}Visualizing the Results}{9} \contentsline {subsection}{\numberline {2.3}Narrowing the Search}{13} \contentsline {subsubsection}{\numberline {2.3.1}Ranking with the Mann-Whitney Test}{13} \contentsline {subsection}{\numberline {2.4}Selected FSS and Classifier}{14}