Table 2 Accuracy obtained in the test groups for different techniques, where RL is logistic regression, RF is random forest and * indicates that all executions converged to the same model

RL

56.67

56.19

4.82

45.71

63.81

C4.5

61.97

62.86

3.21

55.24

66.67

RF

61.81

62.38

3.78

53.33

68.57

MGGP

61.15

62.36

5.53

50.64

71.87

SPT

RL

54.19

55.24

3.60

44.76

60.00

C4.5

50.38

50.48

0.72

46.67

51.43

RF

57.87

57.62

2.91

52.38

65.71

MGGP

56.69

57.74

4.18

49.02

66.46

IgE

RL

55.43

55.24

2.94

50.48

63.81

C4.5 *

53.33

53.33

0

53.33

53.33

RF

58.39

58.49

2.92

52.83

64.15

MGGP

58.39

58.57

3.05

48.39

63.26