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I was trying to understand why did you normalize labels as follows: y = 1.0*y tmp_no = numpy.sum(y) pno = (data_no + tmp_no) / 2 nno = (data_no - tmp_no) / 2 y[y>0] = y[y>0]/pno y[y<0] = y[y<0]/nno
Why did you chose (160+sum_of_labels)/2?`