Evaluation criteria’s

Naïve Bayes

Decision tree (J48)

Decision tree (random tree)

Decision tree (forest)

Neural networks

Class

Confusion matrix

10,576

1795

11,676

695

11,586

785

11,586

785

11,097

1274

No

1365

1947

2320

992

2235

1077

2232

1080

1825

1487

Yes

Accuracy (%)

79.85%

80.77%

80.74%

80.76%

80.24%

Sensitivity (%)

58.78%

29.95%

32.51%

32.60%

44.89%

Specificity (%)

85.49%

94.38%

93.65%

93.65%

89.70%

ROC (%)

84.1%

80.5%

84.1%

84.4%

84.1%

Computations time in seconds

0.01

0.02

0.09

0.7

61.16