Table 10

Baseline and best results for NB, SVM, CRF

Acc.

F-Measure


S1

OBJ

METH

RES

CON

BL

.29

.23

.23

.39

.18

NB

.82

.85

.75

.85

.71

SVM

.89

.90

.81

.90

.90

CRF

.85

.87

.72

.87

.81


S2

BKG

OBJ

METH

RES

CON

REL

FUT

BL

.25

.13

.08

.22

.40

.13

-

-

NB

.76

.79

.25

.70

.83

.66

-

-

SVM

.90

.94

.88

.85

.91

.88

1.0

-

CRF

.85

.92

.69

.77

.88

.75

-

.33


S3

HYP

MOT

BKG

GOAL

OBJT

EXP

MOD

METH

OBS

RES

CON

BL

.15

-

.10

.06

.04

.06

.11

-

.13

.24

.15

.17

NB

.53

-

.56

-

-

-

.30

-

.32

.61

.59

.62

SVM

.81

-

.82

.62

.62

.85

.70

-

.89

.82

.86

.87

CRF

.71

-

.74

.49

.72

.67

.59

-

.58

.71

.56

.82


Guo et al. BMC Bioinformatics 2011 12:69   doi:10.1186/1471-2105-12-69

Open Data