Evaluation criteria’s

Naïve Bayes

Decision tree (J48)

Decision tree (random tree)

Decision tree (forest)

Neural networks

Class

Confusion matrix

9680

2691

11,416

955

10,732

1639

11,376

995

10,964

1407

No

868

2444

1810

1502

1845

1467

1847

1465

1680

1632

Yes

Accuracy (%)

77.30%

82.36%

77.78%

81.87%

80.32%

Sensitivity (%)

73.79%

45.35%

44.29%

44.23%

49.27%

Specificity (%)

78.25%

92.28%

86.75%

91.96%

88.63%

ROC (%)

85.1%

81.7%

69.1%

85.5%

84.0%

Computations time in seconds

0.00

0.24

0.07

3.78

518.2