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p)@&BGl-pE%uVZundDs6}d#^)RkV2khv)Lm_X+EZ}-6|T|{{dYn#7h7G diff --git a/ss2013/1_Web Mining/Uebungen/4_Uebung/latex/solution.tex b/ss2013/1_Web Mining/Uebungen/4_Uebung/latex/solution.tex index 39b4eef0..91b528ef 100644 --- a/ss2013/1_Web Mining/Uebungen/4_Uebung/latex/solution.tex +++ b/ss2013/1_Web Mining/Uebungen/4_Uebung/latex/solution.tex @@ -51,6 +51,7 @@ \item Die gelabelten Trianinsdaten werden in zwei gleich große Mengen aufgeteilt \item Somit erhalten wir gelabelte Trainings- und Testdaten \item Aufteilung erfolgt zufällig +\item Somit werden keine Präferenzen gesetzt \end{itemize} \end{frame} @@ -59,9 +60,78 @@ \section{3. Aufgabe} \begin{frame} \frametitle{3. Aufgabe \\ Experimente und Abgabe} +Probleme im Naive Bayes Klassifizierer: \begin{itemize} -\item blabla +\item Durch das Produkt über jedes Wort in einem Dokument werden Dokumente meistens großen Klassen zugeordnet. +\item Dies gilt es zu verhindern $\to$ Anpassung an Dokumentengröße +\item Trainingsmenge ist sehr klein. Um Sie zu verdoppeln wird im finalen Lauf des Klassifizierers keine Aufteilung in Test- und Trainingsmenge mehr vorgenommen. \end{itemize} \end{frame} + +\begin{frame} +\frametitle{3. Aufgabe \\ Experimente und Abgabe} +Ergebnisse der Validierung: +\begin{itemize} +\item Accuracy: 46.0606\% +\item Precision Macro-Avg: 41.1415\% +\item Precision Micro-Avg: 46.0606\% +\item Recall Micro-Avg: 7.8675\% +\end{itemize} +\end{frame} + + +\begin{frame} +\frametitle{3. Aufgabe \\ Experimente und Abgabe} +Ergebnisse der Validierung: \\ +\textbf{Precision} pro Klasse: \\ +adventure: 25.0\% \\ +belles\_lettres: 35.3846\% \\ +editorial: 0.0\% \\ +fiction: 31.25\% \\ +government: 40.0\% \\ +hobbies: 66.6667\% \\ +learned: 72.0\% \\ +lore: 20.0\% \\ +mystery: 66.6667\% \\ +news: 70.5882\% \\ +romance: 25.0\% \\ +\end{frame} + +\begin{frame} +\frametitle{3. Aufgabe \\ Experimente und Abgabe} +Ergebnisse der Validierung: \\ +\textbf{Recall} pro Klasse: \\ +adventure: 20.0\% \\ +belles\_lettres: 85.1852\% \\ +editorial: 0.0\% \\ +fiction: 45.4545\% \\ +government: 36.3636\% \\ +hobbies: 46.1538\% \\ +learned: 60.0\% \\ +lore: 5.5556\% \\ +mystery: 50.0\% \\ +news: 75.0\% \\ +romance: 9.0909\% \\ +\end{frame} + +\begin{frame} +\frametitle{3. Aufgabe \\ Experimente und Abgabe} +Ergebnisse der Validierung: \\ +\begin{figure} +\includegraphics[scale=0.45]{grafiken/a3_abb1.png} +\caption{Konfusionsmatrix Teil 1} +\end{figure} +\end{frame} + +\begin{frame} +\frametitle{3. Aufgabe \\ Experimente und Abgabe} +Ergebnisse der Validierung: \\ +\begin{figure} +\includegraphics[scale=0.5]{grafiken/a3_abb2.png} +\caption{Konfusionsmatrix Teil 2} +\end{figure} +\end{frame} + + \end{document} \ No newline at end of file