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Isn't Platt Scaling equal to 0.5 at the decision boundary?
I suspected that the reason could be that those feature vectors are in the margin of the svm, so I used RBF kernel with very large C and got the results as expected (i.e. 0.5 is the threshold).
thanks in advance