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Presentation #5

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Added Testing & Results section
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Sephoro committed Sep 11, 2019
commit 260d0ffe88ec6c4c18cb6a9915d983d1418b28e1
13 changes: 9 additions & 4 deletions Project_Presentation/AAUsimpletheme.nav
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75 changes: 74 additions & 1 deletion Project_Presentation/AAUsimpletheme.tex
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\end{enumerate}{}

\end{frame}
%%%%%%%%%%%%%%%%

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


\section{Testing \& Results}
\begin{frame}{Testing \& Results}

\only<1>{
\begin{block}{Segmentation}
\begin{figure}
\centering
\includegraphics[scale = 0.5]{AAUgraphics/elias.png}
\end{figure}{}
\end{block}
}

\only<2>{
\begin{block}{Dataset A - ANN Performance}
\begin{figure}
\centering
\includegraphics[width=0.67\textwidth]{AAUgraphics/ANN_A.jpg}
\end{figure}
\end{block}
}

\only<3>{
\begin{block}{Dataset B - ANN Performance}
\begin{figure}
\centering
\includegraphics[width=0.67\textwidth]{AAUgraphics/ANN_B.png}
\end{figure}
\end{block}
}

\only<4>{
\begin{block}{Classification}

\begin{table}[h!]
\centering
\caption{Classification Performance Dataset-A}
\label{datasetA}
\begin{tabular}{|c|c|c|c|c|}
\hline
\textbf{\begin{tabular}[c]{@{}c@{}}Class\\ (A)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}ANN\\ (\%)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}SVM\\ (\%)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}XGB\\ (\%)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}Literature\\(\%)\end{tabular}} \\ \hline
Normal & 27 & 80 & 71 & 45 \\ \hline
Murmur & 88 & 78 & 86 & 31 \\ \hline
ExtraHS & 67 & 25 & 57 & 11 \\ \hline
Artifact & 100 & 57 & 50 & 58 \\ \hline
\begin{tabular}[c]{@{}c@{}}Overall\\ Accuracy\end{tabular} & \textbf{81} & \textbf{64} & \textbf{68} & \textbf{46} \\ \hline
\end{tabular}
\end{table}
\end{block}
}

\only<5>{

\begin{block}{Classification}

\begin{table}[h!]
\centering
\caption{Classification Performance Dataset-B}
\label{datasetB}
\begin{tabular}{|c|c|c|c|c|}
\hline
\textbf{\begin{tabular}[c]{@{}c@{}}Class\\ (B)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}ANN\\ (\%)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}SVM\\ (\%)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}XGB\\ (\%)\end{tabular}} & \textbf{\begin{tabular}[c]{@{}c@{}}Literature\\(\%)\end{tabular}} \\ \hline
Normal & 80 & 77 & 89 & 78 \\ \hline
Murmur & 90 & 87 & 75 & 37 \\ \hline
Extrasys & 15 & 0 & 17 & 17 \\ \hline
\begin{tabular}[c]{@{}c@{}}Overall\\ Accuracy\end{tabular} & \textbf{80} & \textbf{78} & \textbf{79} & \textbf{77} \\ \hline
\end{tabular}
\end{table}
\end{block}
}
\end{frame}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%



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\beamer@subsectionintoc {4}{4}{Segmentation}{23}{0}{4}
\beamer@subsectionintoc {4}{5}{Feature Extraction}{24}{0}{4}
\beamer@subsectionintoc {4}{6}{Classification}{25}{0}{4}
\beamer@sectionintoc {5}{Testing \& Results}{26}{0}{5}