diff --git a/text/thesis/thesis.out b/text/thesis/thesis.out
deleted file mode 100644
index fd7c4fe..0000000
--- a/text/thesis/thesis.out
+++ /dev/null
@@ -1,18 +0,0 @@
-\BOOKMARK [0][-]{chapter*.3}{List of Figures}{}% 1
-\BOOKMARK [0][-]{chapter*.4}{List of Tables}{}% 2
-\BOOKMARK [0][-]{chapter*.5}{List of Abbreviations}{}% 3
-\BOOKMARK [0][-]{chapter.1}{Introduction}{}% 4
-\BOOKMARK [1][-]{section.1.1}{Motivation}{chapter.1}% 5
-\BOOKMARK [1][-]{section.1.2}{Overview}{chapter.1}% 6
-\BOOKMARK [0][-]{chapter.2}{Materials and Methods}{}% 7
-\BOOKMARK [1][-]{section.2.1}{Scientific background}{chapter.2}% 8
-\BOOKMARK [2][-]{subsection.2.1.1}{BCIs}{section.2.1}% 9
-\BOOKMARK [2][-]{subsection.2.1.2}{EEG}{section.2.1}% 10
-\BOOKMARK [2][-]{subsection.2.1.3}{Power estimation}{section.2.1}% 11
-\BOOKMARK [2][-]{subsection.2.1.4}{Low Frequencies}{section.2.1}% 12
-\BOOKMARK [2][-]{subsection.2.1.5}{EMG}{section.2.1}% 13
-\BOOKMARK [2][-]{subsection.2.1.6}{Synergies}{section.2.1}% 14
-\BOOKMARK [2][-]{subsection.2.1.7}{Autoencoders}{section.2.1}% 15
-\BOOKMARK [2][-]{subsection.2.1.8}{PCA}{section.2.1}% 16
-\BOOKMARK [2][-]{subsection.2.1.9}{NMF}{section.2.1}% 17
-\BOOKMARK [0][-]{subsection.2.1.9}{Bibliography}{}% 18
diff --git a/usedMcode/ridgeCVvia.m b/usedMcode/ridgeCVvia.m
index 6f59525..4f1478e 100644
--- a/usedMcode/ridgeCVvia.m
+++ b/usedMcode/ridgeCVvia.m
@@ -80,6 +80,7 @@
             finalCorr(i,j)=ridgeCorrelation(viaDataPredictedLeave,leavePred,coeffs);
 
         end
+        clear leaveData leaveVia leavePred remainingData remainingVia remainingPred
     end
     viaCorrelation=mean(viaCorr,1);
     correlation=mean(finalCorr,1);