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Table 2 The prediction performance of meta-predictors constructed by unweighted voting, unreduced weighted voting and reduced weighted voting strategies

From: PhosphoRice: a meta-predictor of rice-specific phosphorylation sites

predictor ACC (%) MCC
Best element predictor 69.2 0.403
(Disphos_default)   
Unweighted voting 72.4 0.449 (1.58E-03)*
Best unreduced weighted voting 72.5 0.450 (1.18E-03) *
(with weights set by ACC)   
Best unreduced weighted voting 72.8 0.453 (5.4E-04) *
(with weights set by MCC)   
Best reduced weighted voting 72.8 0.453 (6.0E-04) *
(with weights set by ACC)   
Best reduced weighted voting 72.9 0.454 (3.4E-04) *
(with weights set by MCC)   
  1. * P-values in Fisher's Z-transformation test (compared with the MCC of the best element predictor) are shown in parentheses.