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Two measures are used here to score the
methods. The accuracy which ranges from 1 (perfect prediction)
to 0 (all wrong)

(1) 
and the correlation coefficient

(2) 
where , , , and are respectively the true positive, true negative
false positive and false negative. ranges from
1 (perfect prediction) to 1 (inverse prediction) and is
0 for a random assignment.
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