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. 2013 Sep 19;54(1):218–229. doi: 10.1021/ci400289j

Table 8. Classification Statistics with Different Probability Cutoffs.

    sensitivity specificity accuracy G-mean MCC
training and internal test set all 0.91 0.69 0.82 0.79 0.63
<0.4/>0.6 0.94 0.68 0.84 0.80 0.66
<0.3/>0.7 0.95 0.78 0.89 0.86 0.75
<0.2/>0.8 0.97 0.73 0.89 0.84 0.74
<0.1/>0.9 0.99 0.78 0.94 0.88 0.83
external test set all 0.99 0.56 0.73 0.75 0.56
<0.4/>0.6 1.00 0.56 0.74 0.75 0.59
<0.3/>0.7 1.00 0.60 0.77 0.77 0.63
<0.2/>0.8 1.00 0.50 0.75 0.71 0.58
<0.1/>0.9 1.00 0.60 0.82 0.78 0.68