diff --git a/classifyAccordingToEMG.m b/classifyAccordingToEMG.m
index 3acc515..8805818 100644
--- a/classifyAccordingToEMG.m
+++ b/classifyAccordingToEMG.m
@@ -11,10 +11,11 @@
                         classification(j)=-1; %code for pause
                     end
                     for j=max(fix(i-0.5/shift),1):i % half a second before executed movement there should be activity (esp. EEG)
-                        classification(j)=class;
+                        classification(j)=-1;
                     end
                     oldclass=class;
                 end
+                classification(i)=class;
             else % task is to rest but movement not finished
                 classification(i)=oldclass;
             end
diff --git a/read.m b/read.m
index 3dd02f9..965c5ea 100644
--- a/read.m
+++ b/read.m
@@ -1,3 +1,5 @@
+close all
+clear all
 %params
 disp('start')
 disp(datestr(datetime('now')))
@@ -42,8 +44,8 @@
 classification=smoothClassification(smoothClassification~=-1);
 
 clear smoothClassification i
-save /home/jph/Uni/masterarbeit/data/AO1200msWindow.mat
+save /home/jph/Uni/masterarbeit/data/AO1200msWindow1sPause.mat
 
 
 disp('end')
-disp(datestr(datetime('now')))
\ No newline at end of file
+disp(datestr(datetime('now')))
diff --git a/svm.m b/svm.m
index 7be527c..e56e459 100644
--- a/svm.m
+++ b/svm.m
@@ -2,13 +2,7 @@
 clear all
 clc
 
-%params
-NFFT=2048;
-cutWindowEEG=2;
-window=0.2;
-shift=0.05;
-
-load('/home/jph/Uni/masterarbeit/data/AO1200msWindow.mat');
+load('/home/jph/Uni/masterarbeit/data/AO1200msWindow1sPause.mat');
 
 %k=2; 
 %maxExpC=0; % c\in {2^i|i=-maxExpC:1:maxExpC}
@@ -38,4 +32,11 @@
     cm=cm+confusionmat(leaveClasses,predictions); %confusion matrix
     %cf: for each cue what was the prediction (maybe colourCoded)
 end
-meanAccurancy=mean(accurancy(:,1))
\ No newline at end of file
+meanAccurancy=mean(accurancy(:,1))
+
+cmScaled=zeros(size(cm));
+for i=1:size(cm,1)
+    cmScaled(i,:)=cm(i,:)/sum(cm(i,:));
+end
+imagesc(cmScaled)
+colorbar();
diff --git a/text/collection.txt b/text/collection.txt
index 91d18a7..632763a 100644
--- a/text/collection.txt
+++ b/text/collection.txt
@@ -10,5 +10,5 @@
 new Classification
 ------------------
 Move/Rest EMG : 99.9535%
-Bewegungen EMG: 77.7352%
-
+Bewegungen EMG: 77.7352% bzw. 55.8440% wenn 0.5s vorher einbezogen
+64.2229% bei 1s Pause vor Bewegungsbeginn