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Table 2 Independent test results

From: PUResNet: prediction of protein-ligand binding sites using deep residual neural network

Dataset

Model

TP

FP

FN

F1 score

Success rate (%)

Avg DVO

Avg PLI

 

kalasanty

150

142

26

0.64

51

0.30

0.82

Coach 420

PUResNet

156

141

19

0.66

53

0.32

0.87

 

kalasanty

37

23

7

0.71

57

0.30

0.82

BU48

PUResNet

40

30

3

0.71

62

0.31

0.89

  1. Comparison between kalasanty and PUResNet in terms of True Positive (TP), False Positive (FP), False Negative (FN), F1 score, Success Rate, Average (Avg) DVO and Average (Avg) PLI obtained in independent test