Evaluation

Criteria

Naive Bayes

SVM

Random

Forest

Simple

Logistic

ANN

Accuracy

86.40

97.53

95.76

95.05

77.39

True Positive

Rate/Recall/

Sensitivity

86.40

97.50

95.80

95.10

77.40

True Negative Rate/Specificity

82.88

94.94

92.61

93.77

63.42

False Positive Rate/False Out

14.20

2.90

4.80

5.20

25.00

False Negative Rate/Miss Rate

10.68

0.32

1.62

3.88

11.00

Precision

86.40

95.95

95.90

95.10

78.30

F-score

86.40

96.72

95.70

95.00

76.90