Evaluation criteria’s

Naïve Bayes

Decision tree (J48)

Decision tree (random tree)

Decision tree (forest)

Neural networks

Class

Confusion matrix

2176

1136

2325

987

2475

837

2405

907

2477

835

No

391

2921

454

2858

964

2348

477

2835

782

2530

Yes

Accuracy (%)

76.94%

78.24%

72.81%

79.10%

75.58%

Sensitivity (%)

65.70%

70.19%

74.72%

72.61%

76.38%

Specificity (%)

88.19%

86.29%

70.89%

85.59%

74.78%

ROC (%)

84.80%

81.70%

74.80%

86.70%

84.20%

Computations time in seconds

0.0

0.13

0.07

0.19

260.59