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Table 2 The prediction performance in the cross-chip evaluation

From: PretiMeth: precise prediction models for DNA methylation based on single methylation mark

Cell line

Model

R

RMSE

MAE

SE

SP

MCC

ACC

AUC

IMR90

Super high accurate

0.99

0.03

0.02

0.99

0.99

0.99

0.99

0.99

High accurate

0.96

0.08

0.05

0.99

0.91

0.92

0.98

0.99

Medium accurate

0.80

0.16

0.12

0.88

0.75

0.64

0.83

0.90

Low accurate

0.61

0.21

0.16

0.70

0.74

0.45

0.72

0.79

NA12878

Super high accurate

0.99

0.04

0.02

0.99

0.99

0.99

0.99

0.99

High accurate

0.93

0.11

0.08

0.98

0.81

0.82

0.93

0.97

Medium accurate

0.82

0.17

0.13

0.88

0.80

0.67

0.83

0.92

Low accurate

0.71

0.20

0.16

0.74

0.84

0.56

0.81

0.87