diff --git a/features_raw.csv b/features_raw.csv
new file mode 100644
index 0000000..c09cb0f
--- /dev/null
+++ b/features_raw.csv
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diff --git a/labels_1.txt~ b/labels_1.txt~
new file mode 100644
index 0000000..345ffe8
--- /dev/null
+++ b/labels_1.txt~
@@ -0,0 +1,641 @@
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diff --git a/labelst_0.txt~ b/labelst_0.txt~
new file mode 100644
index 0000000..7bf3b53
--- /dev/null
+++ b/labelst_0.txt~
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diff --git a/labelst_1.txt~ b/labelst_1.txt~
new file mode 100644
index 0000000..406f354
--- /dev/null
+++ b/labelst_1.txt~
@@ -0,0 +1,640 @@
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diff --git a/svm_clas.py b/svm_clas.py
new file mode 100644
index 0000000..1cc5e9f
--- /dev/null
+++ b/svm_clas.py
@@ -0,0 +1,103 @@
+from sklearn import svm
+import numpy as np
+train_y = []
+train_a = []
+test_y = []
+test_a = []
+z=[]
+z1=[]
+train_x = np.genfromtxt('train.csv',delimiter=',')
+test_x=np.genfromtxt('test.csv',delimiter=',')
+
+train_x = np.array(train_x)
+test_x = np.array(test_x)
+
+with open('labels_0.txt') as my_file:
+    p=my_file.readlines()
+
+for i in p:
+  
+    q= i.split()
+    if(q!=[]):
+      z= float(q[0])
+      train_y.append(z)
+train_y = np.array(train_y).astype(np.float)
+train_y = train_y.astype(np.int)
+with open('labelst_0.txt') as myfile:
+    p1=myfile.readlines()
+
+for j in p1:
+  
+    q1= j.split()
+    if(q1!=[]):
+      z1= float(q1[0])
+      test_y.append(z1)
+test_y = np.array(test_y).astype(np.float)
+test_y = test_y.astype(np.int)
+
+
+#print "valence",train_y
+#print train_x
+#print "train_x",train_x
+clf = svm.SVC()
+clf.fit(train_x, train_y)
+with open('labels_1.txt') as my_file1:
+    p2=my_file1.readlines()
+
+for k in p2:
+  
+    q2= k.split()
+    if(q2!=[]):
+      z2= float(q2[0])
+      train_a.append(z2)
+train_a = np.array(train_a).astype(np.float)
+train_a = train_a.astype(np.int)
+with open('labelst_1.txt') as myfile1:
+    p3=myfile1.readlines()
+
+for l in p3:
+  
+    q3= l.split()
+    if(q3!=[]):
+      z3= float(q3[0])
+      test_a.append(z3)
+test_a = np.array(test_a).astype(np.float)
+test_a = test_a.astype(np.int)
+test_a = np.array(test_y).astype(np.float)
+test_a = test_y.astype(np.int)
+
+
+#print "arousal",train_a[1040:1280]
+#print "train_x",len(train_x[0:26])
+clf1 = svm.SVC()
+
+clf1.fit(train_x, train_a)
+
+predict_al = clf1.predict(test_x)
+#print "alrosal",predict_al
+predict_val = clf.predict(test_x) 
+#print "valence",predict_val 
+val_count = al_count = 0
+for i in range(len(test_y)):
+	if test_y[i] == predict_val[i]:
+		val_count = val_count+1
+	if test_a[i] == predict_al[i]:
+		al_count = al_count+1
+print "predicted valence",(float(val_count)/len(test_y))*100
+print "predicted arousal",(float(al_count)/len(test_a))*100
+
+# classifier efficiency
+'''
+predicted valence 98.046875 percentage
+predicted arousal 97.890625 percentage
+
+predicted valence 95.0
+predicted arousal 96.09375 
+'''
+# output
+'''
+predicted valence 17.9166666667
+predicted arousal 13.3333333333
+'''
+#chan = ['Fp1','AF3','F3','F7','FC5','FC1','C3','T7','CP5','CP1','P3','P7','PO3','O1','Oz','Pz','Fp2','AF4','Fz','F4','F8','FC6','FC2','Cz','C4','T8','CP6','CP2','P4','P8','PO4','O2']
+
diff --git a/test.csv b/test.csv
new file mode 100644
index 0000000..d2dc30e
--- /dev/null
+++ b/test.csv
@@ -0,0 +1,320 @@
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diff --git a/train.csv b/train.csv
new file mode 100644
index 0000000..67dd268
--- /dev/null
+++ b/train.csv
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