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Y-scrambling for 30 times for evaluating the chance correlation possibility of naive Bayesian (NB) and recursive partitioning (RP) models by calculating Matthews correlation coefficient (MCC). The red bar represented the performance of NB and RP without Y-scrambling. The blue bar showed that the MCC values decreased after Y-scrambling.
