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Table 4 Prediction results generated by sequence-based model and two structure-based models

From: Mining for the antibody-antigen interacting associations that predict the B cell epitopes

    

Bepar

CEP

DiscoTope

PDB ID

H 1

L 2

Ag 3

sens.

spec.

AUC

sens.

spec.

AUC

sens.

spec.

AUC

1A14

H

L

N

0.11

0.75

0.43

0.00

0.94

0.47

0.76

0.86

0.81

1AR1

C

D

B

0.27

0.89

0.58

0.13

0.85

0.49

0.00

0.89

0.45

1EO8

H

L

A

0.33

0.61

0.47

0.18

0.89

0.54

0.17

0.78

0.48

1EZV

X

Y

E

0.53

0.74

0.64

0.31

0.63

0.47

1.00

0.76

0.88

1FNS

H

L

A

0.58

0.83

0.71

0.00

0.87

0.44

0.67

0.9

0.79

1FSK

C

B

A

0.59

0.71

0.65

0.12

0.88

0.50

0.76

0.67

0.72

1G9M

H

L

G

0.33

0.75

0.54

0.18

0.88

0.53

0.08

0.79

0.44

1H0D

B

A

C

0.44

0.70

0.57

0.44

0.65

0.55

0.35

0.63

0.49

1IQD

B

A

C

0.31

0.71

0.51

0.07

0.84

0.46

0.56

0.85

0.71

1JPS

H

L

T

0.53

0.74

0.64

0.25

0.83

0.54

0.33

0.85

0.59

1JRH*

H

L

I

0.47

0.71

0.59

0.73

0.32

0.53

0.60

0.73

0.67

1LK3

H

L

A

0.39

0.71

0.55

0.17

0.87

0.52

0.61

0.84

0.73

1MHP*

X

Y

B

0.37

0.73

0.55

0.11

0.92

0.52

0.53

0.84

0.69

1NFD

H

G

D

0.33

0.79

0.56

0.25

0.85

0.55

0.77

0.77

0.77

1NL0*

H

L

G

0.80

0.39

0.60

0.71

0.84

0.78

0.57

0.82

0.70

1NSN*

H

L

S

0.24

0.77

0.51

0.06

0.77

0.42

0.39

0.68

0.54

1OAZ

H

L

A

0.53

0.82

0.67

0.59

0.69

0.64

0.29

0.81

0.55

1ORS

B

A

C

0.50

0.88

0.69

0.78

0.63

0.66

0.00

0.84

0.42

1OSP

H

L

O

0.30

0.64

0.47

0.17

0.82

0.50

0.53

0.80

0.67

1PKQ*

B

A

E

0.59

0.64

0.62

0.44

0.68

0.56

0.47

0.79

0.63

1R3J

B

A

C

0.23

0.84

0.54

0.42

0.62

0.52

0.08

0.91

0.50

1RJL*

B

A

C

0.42

0.54

0.48

0.58

0.48

0.53

0.54

0.71

0.63

1SY6*

H

L

A

0.82

0.72

0.77

0.30

0.86

0.58

0.91

0.68

0.80

1TQB

B

C

A

0.12

0.66

0.39

0.11

0.71

0.41

0.78

0.36

0.57

1TZI*

B

A

V

0.50

0.77

0.64

1.00

0.21

0.61

0.50

0.58

0.54

1V7M*

H

L

V

0.69

0.76

0.73

0.31

0.80

0.56

0.06

0.95

0.51

1WEJ*

H

L

F

0.27

0.66

0.47

0.10

0.69

0.40

0.45

0.45

0.45

1YJD*

H

L

C

0.43

0.88

0.66

0.36

0.68

0.52

0.21

0.87

0.54

1ZTX*

H

L

E

0.25

0.72

0.49

0.75

0.34

0.55

0.19

0.88

0.54

2ADF

H

L

A

0.13

0.62

0.38

0.32

0.88

0.60

0.15

0.97

0.56

2AEP*

H

L

A

0.79

0.71

0.75

0.10

0.93

0.52

0.14

0.85

0.50

2JEL*

H

L

P

0.27

0.74

0.51

0.43

0.45

0.44

0.07

0.94

0.51

  1. 1 Antibody heavy chain.
  2. 2Antibody light chain.
  3. 3Antigen chain.
  4. * Fourteen non-overlapping samples.