\relax \providecommand\hyper@newdestlabel[2]{} \@writefile{toc}{\contentsline {section}{\numberline {8}Results}{37}{section.8}} \@writefile{toc}{\contentsline {subsection}{\numberline {8.1}Best $\chi ^2$}{37}{subsection.8.1}} \@writefile{toc}{\contentsline {subsection}{\numberline {8.2}RNN classifier with RNN track prediction input}{37}{subsection.8.2}} \@writefile{toc}{\contentsline {subsection}{\numberline {8.3}XGBoost}{37}{subsection.8.3}} \newlabel{XGB_tp_fp_hist}{{14a}{38}{Number of false positives and false negatives depending cut\relax }{figure.caption.18}{}} \newlabel{sub@XGB_tp_fp_hist}{{a}{38}{Number of false positives and false negatives depending cut\relax }{figure.caption.18}{}} \newlabel{XGB_ROC}{{14b}{38}{ROC curve for the XGBoost model\relax }{figure.caption.18}{}} \newlabel{sub@XGB_ROC}{{b}{38}{ROC curve for the XGBoost model\relax }{figure.caption.18}{}} \@writefile{lof}{\contentsline {figure}{\numberline {14}{\ignorespaces XGBoost classifier figures\relax }}{38}{figure.caption.18}} \citation{ML:ROC_AUC:Bradley:1997:UAU:1746432.1746434} \citation{gent1992special} \citation{graves2013speech} \@writefile{toc}{\contentsline {subsection}{\numberline {8.4}Comparison in performance of the RNN and XGBoost}{39}{subsection.8.4}} \@writefile{toc}{\contentsline {subsection}{\numberline {8.5}Outlook}{39}{subsection.8.5}} \@setckpt{07_Analysis}{ \setcounter{page}{40} \setcounter{equation}{11} \setcounter{enumi}{0} \setcounter{enumii}{0} \setcounter{enumiii}{0} \setcounter{enumiv}{0} \setcounter{footnote}{28} \setcounter{mpfootnote}{0} \setcounter{part}{0} \setcounter{section}{8} \setcounter{subsection}{5} \setcounter{subsubsection}{0} \setcounter{paragraph}{0} \setcounter{subparagraph}{0} \setcounter{figure}{14} \setcounter{table}{3} \setcounter{parentequation}{0} \setcounter{AM@survey}{0} \setcounter{ContinuedFloat}{0} \setcounter{subfigure}{2} \setcounter{subtable}{0} \setcounter{float@type}{4} \setcounter{Item}{0} \setcounter{Hfootnote}{28} \setcounter{bookmark@seq@number}{53} \setcounter{@stackindex}{1} \setcounter{ROWcellindex@}{0} \setcounter{TABrowindex@}{2} \setcounter{TABcolindex@}{1} \setcounter{TABalignmentindex@}{0} \setcounter{pp@next@reset}{0} \setcounter{section@level}{2} }