diff --git a/evaluation.mat b/evaluation.mat
index e0c755c..5567e1a 100644
--- a/evaluation.mat
+++ b/evaluation.mat
Binary files differ
diff --git a/usedMcode/chooseForCode.m b/usedMcode/chooseForCode.m
deleted file mode 100644
index aa15422..0000000
--- a/usedMcode/chooseForCode.m
+++ /dev/null
@@ -1,12 +0,0 @@
-function [ splitSamplesCode ] = chooseForCode(code,codes, splitSamples)
-%chooseForCode chooses the samples for given code
-%   input the code to choose, the list of codes, the number of Samples and
-%   the list of Samples to get the list with the given code
-    splitSamplesCode=[];
-    for i=1:size(codes)
-        if code == codes(i)
-            splitSamplesCode=[splitSamplesCode,splitSamples(:,:,i)];
-        end
-    end
-end
-
diff --git a/usedMcode/evaluation.m b/usedMcode/evaluation.m
index 62a346f..6f5dee3 100644
--- a/usedMcode/evaluation.m
+++ b/usedMcode/evaluation.m
@@ -40,5 +40,23 @@
 
 correlations.Autoenc.pos.Default=correlationAutoencKin;
 
-save('/home/jph/Uni/masterarbeit/evaluation.mat','accuracys','correlations')
+
+synergies.Autoenc.posVia4=correlationViaAutoenc;
+synergies.PCA.posVia4=correlationViaPCA;
+synergies.NNMF.posVia4=correlationViaNNMF;
+
+synergies.Autoenc.Default4=viaCorrelationAutoenc;
+synergies.PCA.Default4=viaCorrelationPCA;
+synergies.NNMF.Default4=viaCorrelationNNMF;
+
+
+synergies.Autoenc.posVia2=correlationViaAutoenc;
+synergies.PCA.posVia2=correlationViaPCA;
+synergies.NNMF.posVia2=correlationViaNNMF;
+
+synergies.Autoenc.Default2=viaCorrelationAutoenc;
+synergies.PCA.Default2=viaCorrelationPCA;
+synergies.NNMF.Default2=viaCorrelationNNMF;
+
+save('/home/jph/Uni/masterarbeit/evaluation.mat','accuracys','correlations','synergies')
 clear
diff --git a/usedMcode/evaluationSynergies.m b/usedMcode/evaluationSynergies.m
new file mode 100644
index 0000000..2c48a9a
--- /dev/null
+++ b/usedMcode/evaluationSynergies.m
@@ -0,0 +1,54 @@
+load('/home/jph/Uni/masterarbeit/evaluation.mat')
+
+synergies.Autoenc.Default3=correlations.EEG.Autoenc.Default;
+synergies.PCA.Default3=correlations.EEG.PCA.Default;
+synergies.NNMF.Default3=correlations.EEG.NNMF.Default;
+
+synergies.Autoenc.posVia3=correlations.EEG.pos.ViaAutoenc;
+synergies.PCA.posVia3=correlations.EEG.pos.ViaPCA;
+synergies.NNMF.posVia3=correlations.EEG.pos.ViaNNMF;
+
+clear correlations accuracys
+
+%% predict Synergies from EEG
+autoencData=[synergies.Autoenc.Default3,synergies.Autoenc.Default4];
+pcaData=[synergies.PCA.Default3,synergies.PCA.Default4];
+nnmfData=[synergies.NNMF.Default3,synergies.NNMF.Default4];
+
+% autoencData=autoencData(4:end);
+% pcaData=pcaData(4:end);
+% nnmfData=nnmfData(4:end);
+
+autoencGroup=cell(size(autoencData,2),1);
+autoencGroup(:)={'Autoenc'};
+pcaGroup=cell(size(pcaData,2),1);
+pcaGroup(:)={'PCA'};
+nnmfGroup=cell(size(nnmfData,2),1);
+nnmfGroup(:)={'NMF'};
+groups=cat(1,autoencGroup,pcaGroup,nnmfGroup);
+
+% noSyn=[2,2,3,3,3,4,4,4,4,2,2,3,3,3,4,4,4,4,2,2,3,3,3,4,4,4,4];
+
+anova1([autoencData,pcaData,nnmfData],groups)
+
+%% Predict from predicted Synergies
+autoencData=[synergies.Autoenc.posVia3,synergies.Autoenc.posVia4];
+pcaData=[synergies.PCA.posVia3,synergies.PCA.posVia4];
+nnmfData=[synergies.NNMF.posVia3,synergies.NNMF.posVia4];
+
+% autoencData=autoencData(4:end);
+% pcaData=pcaData(4:end);
+% nnmfData=nnmfData(4:end);
+
+autoencGroup=cell(size(autoencData,2),1);
+autoencGroup(:)={'Autoenc'};
+pcaGroup=cell(size(pcaData,2),1);
+pcaGroup(:)={'PCA'};
+nnmfGroup=cell(size(nnmfData,2),1);
+nnmfGroup(:)={'NMF'};
+groups=cat(1,autoencGroup,pcaGroup,nnmfGroup);
+
+noSyn=[2,2,2,3,3,3,4,4,4,2,2,2,3,3,3,4,4,4,2,2,2,3,3,3,4,4,4];
+
+anova1([autoencData,pcaData,nnmfData],groups)
+anova1([autoencData,pcaData,nnmfData],noSyn)
\ No newline at end of file