PWAI/src/experimentalresults.tex

33 lines
1014 B
TeX
Raw Normal View History

2024-04-17 10:59:29 +02:00
\section{Experimental Results}
2024-04-18 22:54:59 +02:00
\subsection{Does Active-Learning benefit the learning process?}
2024-04-17 10:59:29 +02:00
2024-04-18 22:54:59 +02:00
With the test setup described in~\ref{sec:implementation} a test series was performed.
2024-04-17 16:04:02 +02:00
\begin{figure}
\centering
\includegraphics[width=\linewidth]{../rsc/AUC_normal_lowcer_2_50}
\caption{Architecture convolutional neural network}
\end{figure}
\begin{figure}
2024-04-17 10:59:29 +02:00
\centering
\includegraphics[width=\linewidth]{../rsc/AUC_normal_lowcer_2_20}
2024-04-17 16:04:02 +02:00
\caption{Architecture convolutional neural network}
\end{figure}
\begin{figure}
\centering
\includegraphics[width=\linewidth]{../rsc/AUC_normal_lowcer_2_10}
\caption{Architecture convolutional neural network}
\end{figure}
\begin{figure}
\centering
\includegraphics[width=\linewidth]{../rsc/AUC_normal_lowcer_5_50}
\caption{Architecture convolutional neural network3}
\end{figure}
2024-04-18 22:54:59 +02:00
\subsection{Is Dagster and Label-Studio a proper tooling to build an AL
Loop?}
\subsection{Does balancing the learning samples improve performance?}