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. 2016 Aug 17;17:307. doi: 10.1186/s12859-016-1165-8

Table 2.

Averaged performance measures for each PTM-specific dataset using the SVM as a classifier and 102 indices of AAindex1 in the encoding process

Dataset F1 Sn Sp PPV ACC AUC MCC
Acetylation 0.86 0.81 0.94 0.93 0.87 0.89 0.75
Phosphorylation 0.84 0.74 0.99 0.99 0.86 0.92 0.75
Ubiquitylation 0.86 0.81 0.92 0.92 0.86 0.90 0.73

The highest possible value for all measures is 1

Standard deviations for all values were < ±0.005