Table 2

Statistics of best predictive models for AID449762

Classifier*

TP rate

FP rate

TN rate

FN rate

Accuracy

ROC area

BCR#


CSC NB

47.30

19.50

80.50

52.70

80.28%

0.70

63.90

CSC RF

47.00

19.20

80.80

53.00

80.58%

0.712

63.90

CSC SMO

51.90

19.30

80.70

48.10

80.52%

0.748

66.30

Metacost J48

40.60

19.10

80.90

59.40

80.62%

0.61

60.75


*CSC denotes CostSensitiveClassifier, # BCR denotes Balanced Classification Rate

Periwal et al. BMC Pharmacology 2012 12:1   doi:10.1186/1471-2210-12-1

Open Data