def classify(str):
global dic
global subs
svm = SVMLight("/home/xorox90/svm", model="polar", cleanup=True)
x = []
x.append(apply_dic(dic,str))
return subs[svm.classify(vectors=x)[0]-1]
dic = load_dic()
for line in arr:
x.append(apply_dic(dic, line))
polarity = qq2.opn_classify(line)
if polarity==None or (polarity>2 and polarity <4):
gold.append(0)
elif(polarity<=2):
gold.append(2)
else:
gold.append(1)
index+=1
ans = svm.classify(vectors=x)
match=0
total=0
for i in range(0,len(ans)):
if(ans[i]==gold[i]):
match+=1
total+=1
elif(gold[i]!=0):
total+=1
else:
print str(ans[i]) + " " + str(gold[i])
print "###############################"
print str(match) + " " + str(total)