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Table 6 The True Positive and False Positive rates for the confirmatory bioassay datasets

From: Virtual screening of bioassay data

Dataset

Naive Bayes

SMO

Random Forest

J48

 

TP%

FP%

TP%

FP%

TP%

FP%

TP%

FP%

AID1608a (154)

23.08

19.17

30.77

8.81

30.77

8.29

15.78

20.21

AID644a (100)

38.46

39.29

23.08

17.86

23.08

7.14

38.46

28.57

AID1284a (103)

27.27

26.23

36.36

13.11

45.45

18.03

54.55

13.11

AID439a (81)

100.00

27.27

50.00

9.09

50.00

18.18

50.00

18.18

AID721a (87)

0.00

28.57

0.00

14.29

0.00

21.43

0.00

14.29

AID1608b (914)

30.77

12.95

38.46

13.47

30.77

12.95

38.46

18.13

AID644b (914)

30.77

28.57

53.85

14.29

38.46

17.86

30.77

14.29

AID1284b (914)

36.36

24.59

36.36

13.11

54.55

18.03

45.45

16.39

AID439b (914)

50.00

18.18

50.00

9.09

50.00

18.18

0.00

27.27

AID721b (914)

0.00

14.29

0.00

21.43

0.00

7.14

0.00

0.00