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Table 6 The comparison of five-fold cross-validation between single HMM and MDD-clustered HMMs.

From: PlantPhos: using maximal dependence decomposition to identify plant phosphorylation sites with substrate site specificity

Method Phosphorylated residue Pre Sn Sp Acc
Single HMM S 49.5% 58.6% 70.0% 66.2%
  T 45.4% 60.5% 63.4% 62.5%
  Y 75.4% 90.6% 84.7% 86.6%
MDD-clustered HMMs S 82.6% 82.0% 82.9% 82.4%
  T 80.6% 75.8% 81.6% 78.6%
  Y 88.6% 88.1% 91.2% 89.0%