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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.
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Plant Methods

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