Training Method

Elimination Method

Dataset

SPEC Heart

Breast cancer

Pima

Soybean (Large)

LED

NEAT

ACC-UTANS

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

84.16

0

95.18

0

69.50

0

91.2

0

65.10

2

84.48

1

96.12

1

68.24

2

87.16

2

64.23

4

86.13

4

91.31

6

80.67

2

93.46

2

66.21

6

89.41

4

60.85

8

77.21

8

86.12

MLP-25

UTANS

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

76.14

0

93.45

0

63.84

0

87.51

0

59.54

2

73.63

1

93.63

1

60.17

2

83.31

2

55.25

4

71.96

4

81.42

6

67.74

2

87.13

2

58.43

6

79.74

4

56.12

8

63.23

8

80.52

MLP-25

TEKTO

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

76.14

0

93.45

0

63.84

0

87.51

0

59.54

2

73.63

1

93.63

1

60.17

2

83.31

2

57.86

4

71.96

4

81.42

6

65.36

2

87.13

2

58.43

6

79.74

4

55.59

8

63.23

8

80.52

MLP-25

BELUE

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

76.14

0

93.45

0

63.84

0

87.51

0

59.54

2

73.63

1

91.63

1

59.37

2

83.31

2

57.86

4

71.96

4

81.42

6

67.74

2

87.13

2

55.34

6

76.77

4

55.59

8

63.23

8

73.21

MLP-50

UTANS

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

85.12

0

96.89

0

68.94

0

86.36

0

61.84

2

82.34

1

92.13

1

64.13

2

88.41

2

59.27

4

84.64

4

84.83

6

81.2

2

89.45

2

61.21

6

80.25

4

57.34

8

76.46

8

79.45

MLP-50

TEKTO

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

85.12

0

96.89

0

68.94

0

86.36

0

61.84

2

82.34

1

92.13

1

64.13

2

88.41

2

59.36

4

81.54

4

84.83

6

79.72

2

89.45

2

61.21

6

80.25

4

57.51

8

76.46

8

79.45

MLP-50

BELUE

K

ACC

K

ACC

K

ACC

K

ACC

K

ACC

0

85.12

0

96.89

0

68.94

0

86.36

0

61.84

2

82.34

1

92.13

1

62.23

2

88.41

2

59.36

4

84.64

4

84.83

6

81.20

2

89.45

2

57.20

6

77.36

4

57.51

8

76.46

8

76.49