classification finie en anglais

1 files changed, 34 insertions, 0 deletions

diff --git a/classification_finie/tabular.tex b/classification_finie/tabular.tex
new file mode 100644
index 0000000..ca2caaa
--- /dev/null
+++ b/classification_finie/tabular.tex
@@ -0,0 +1,34 @@
+\FloatBarrier
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.44\textwidth}
+        \includegraphics[width=\textwidth]{figure/ba/COMPAS.pdf}
+        \caption{COMPAS}
+    \end{subfigure}
+    \begin{subfigure}{0.44\textwidth}
+        \includegraphics[width=\textwidth]{figure/ba/LAW.pdf}
+        \caption{LAW}
+    \end{subfigure}
+
+    \caption{Comparison of balanced accuracies betwen a random forest and our algorithm.
+    On COMPAS the balanced accuray are similar but on LAW we observe that random forest performs slightly better than random guess when our algorithm manages a 64\% balanced accuracy on average}
+    \label{fig:ba}
+\end{figure}
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.44\textwidth}
+        \includegraphics[width=\textwidth]{figure/time/COMPAS.pdf}
+        \caption{COMPAS}
+    \end{subfigure}
+    \begin{subfigure}{0.44\textwidth}
+        \includegraphics[width=\textwidth]{figure/time/LAW.pdf}
+        \caption{LAW}
+    \end{subfigure}
+
+    \caption{Comparison of computing times betwen a random forest and our algorithm.
+    On both dataset, the computing time of our algorithm is multiple factor of magnitude smaller than a random forest.
+    }
+    \label{fig:time}
+\end{figure}
+\FloatBarrier