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Table 8 Results of model evaluation using the validation dataset

From: A machine learning strategy for predicting localization of post-translational modification sites in protein-protein interacting regions

Dataset

PPV

F1

Sn

Sp

FPR

FNR

ACC

AUC

MCC

Acetylation

0.82

0.72

0.64

0.97

0.03

0.36

0.92

0.91

0.68

Phosphirylation

0.79

0.81

0.84

0.96

0.04

0.16

0.94

0.93

0.78

Ubiquitylation

0.87

0.71

0.61

0.96

0.04

0.39

0.85

0.82

0.63

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BMC Bioinformatics

ISSN: 1471-2105

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