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   \section{Recap}
   \begin{frame}
     \frametitle{Recap}
+    \begin{itemize}
+    \item LIME is a framework for explaining predictions made by machine learning algorithms
+    \item It explains models, by intelligently picking individual predictions based on a budget of time, defining the amount of time the user wish to spend
+    \item Only uses linear models at the moment
+    \item It shown to make it significantly easier for people to better the classifiers, even non-experts.
+    \end{itemize}
   \end{frame}
 \end{document}