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classification & predicting

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I'm working on predicting political sentiment from social media ,I have positive & negative tweets but what i can do if a tweet has 2 opinions for 2 or more candidates how i can classify it?
example:

tweet class
---------------------------------------
mark is good 1
john is bad 0
Mary is good but jem is bad ??
and i have files each file contain tweets a bout each candidate , how i can use Weka to predict the winner candidate ?
Thank you

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