diff --git a/text/thesis/03Results.tex b/text/thesis/03Results.tex
index 22967c3..35bf9de 100644
--- a/text/thesis/03Results.tex
+++ b/text/thesis/03Results.tex
@@ -10,7 +10,7 @@
             \label{fig:overviewEMG}
         \end{figure}
 
-        When calculating an ANOVA on the data with and without pause we get $p<0.001$.
+        When calculating an Analysis of Variance (ANOVA) on the data with and without pause we get $p<0.001$.
         \subsubsection{Confusion Matrix}
             A confusion matrix shows whether there is systematic error in classification.\\
             In figure \ref{fig:cmEMG} there is the confusion matrix for EMG data. Since EMG works well for classifying Move/Rest there is also one where only the decision which movement is present is shown. In the second plot we see that many movements are classified as class 3. Especially those belonging to class 2.
@@ -18,7 +18,7 @@
                 \centering
                 \includegraphics[width=\textwidth]{pictures/results/cmEMGfull.png}
                 \includegraphics[width=\textwidth]{pictures/results/cmEMGmovements.png}
-                \caption{Confusion Matrices in default configuration for EMG showing all classes (top) and only the movement classes (bottom)}
+                \caption{Confusion Matrices in default configuration for EMG showing all classes (top) and only the movement classes (bottom). We see a strong bias in direction of classification as class 3}
                 \label{fig:cmEMG}
             \end{figure}
     \subsection{Regression}
@@ -321,7 +321,7 @@
             An overview is shown in figure~\ref{fig:predictEMGSyn}.
             \begin{figure}
                 \includegraphics[width=\textwidth]{pictures/results/predictEMGSyn.png}
-                \caption{Predicting EMG (mean over channels) or Synergies (mean) from EEG}
+                \caption{Predicting EMG or Synergies from EEG}
                 \label{fig:predictEMGSyn}
             \end{figure}
 \section{Topographical plots}