How can I fix my problem in SVM classification confusion matrix that dost predict correctly?

Question

the confusion matrix doesnt predict 2 classes correctly:
from sklearn import svm clf = svm.SVC(kernel=\'linear\') clf.fit(xtrain, train)

ypredclf = clf.