\relax \@writefile{toc}{\contentsline {section}{\numberline {1}Introduction}{\thepage }} \@writefile{toc}{\contentsline {section}{\numberline {2}The Problem of Imbalanced Classification}{\thepage }} \@writefile{toc}{\contentsline {section}{\numberline {3}The Distribution of Defects}{\thepage }} \citation{lessmann08} \@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces The Distribution of Defects in CM1 and KC1}}{\thepage }} \@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces The Weibull distribution of NASA defects across modules}}{\thepage }} \newlabel{tab:metrics}{{1}{\thepage }} \@writefile{toc}{\contentsline {section}{\numberline {4}The Experiment}{\thepage }} \@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Component defect distribution example}}{\thepage }} \newlabel{fig:kc1-defects}{{2}{\thepage }} \@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Training on Dense Components Vs. All Components}}{\thepage }} \newlabel{fig:dense-comp-experiment}{{3}{\thepage }} \@writefile{toc}{\contentsline {section}{\numberline {5}Results}{\thepage }} \bibstyle{plain} \bibdata{refs} \bibcite{lessmann08}{1} \@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces Dense vs. All Component Learning - all metrics per data set.}}{\thepage }} \newlabel{fig:plus-minus}{{4}{\thepage }} \@writefile{toc}{\contentsline {section}{\numberline {6}Conclusion}{\thepage }} \@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces Dense Component vs. All Component learning - $pd$ - All Data}}{\thepage }} \newlabel{fig:pds-all}{{5}{\thepage }} \@writefile{toc}{\contentsline {section}{\numberline {7}References}{\thepage }} \@writefile{lof}{\contentsline {figure}{\numberline {6}{\ignorespaces Dense Component vs. All Component learning - $pf$ - All Data}}{\thepage }} \newlabel{fig:pfs-all}{{6}{\thepage }} \@writefile{lof}{\contentsline {figure}{\numberline {7}{\ignorespaces Dense Component vs. All Component learning - $precision$ - All Data}}{\thepage }} \newlabel{fig:prec-all}{{7}{\thepage }}