Dataset

Proposed

Ant Miner-C

Ant Miner

C4.5

Zoo

98.0 ± 3.83

96.0 ± 5.16

81.36 ± 11.30

94.0 ± 9.17

Wine

99.0 ± 2.13

99.44 ± 1.76

90.0 ± 9.22

96.60 ± 3.93

Car

98.43+1.17

98.03 ± 1.17

82.38 ± 2.42

96.0 ± 2.13

Glass

95.50 ± 4.01

82.27 ± 6.67

53.33 ± 4.38

68.9 ± 8.98

Iris

99.87 ± 2.81

99.8 ± 4.50

95.33 ± 4.5

94.0 ± 6.63

Credit (Aust)

98.84 ± 1.14

82.44 ± 7.31

85.77 ± 4.75

79.37 ± 4.57

Tic-Tac-Toe

99.06 ± 0.92

100 ± 0.0

74.95 ± 4.26

94.03 ± 2.44

Ecoli

97.80 ± 1.48

83.64 ± 6.11

47.52 ± 11.32

82.99 ± 7.72