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Table 3 Results for MSA and ProtFun (from [13]) trained and tested in 10-fold cross-validation.

From: Accurate prediction of protein enzymatic class by N-to-1 Neural Networks

 

MSA

ProtFun

 

Sens

FPR

Sens

FPR

Oxidoreductase

0.89

0.02

0.62

0.25

Transferase

0.89

0.05

0.65

0.20

Hydrolase

0.92

0.07

0.60

0.20

Lyase

0.84

0.00

0.71

0.15

Isomerase

0.72

0.01

0.75

0.17

Ligase

0.85

0.01

0.87

0.10