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. 2009 Aug;276(15):4142–4155. doi: 10.1111/j.1742-4658.2009.07124.x

Table 8.

Prediction accuracy (%) for the best of the methods tested and their respective MCC values.

Prediction method Total prediction accuracy Class 1 (< 25% activity) Class 2 (> 25% activity) MCC
SVM (p = 5) 76.7 82.5 68.6 0.52
PLS 73.3 86.7 63.0 0.50
PREDMUT 76.6 73.7 78.7 0.52