Datasets

AWODCPE

CPT

Catboost

Quatile

Target

Ordinal

adult

85.27 ± 0.50

85.10 ± 20.9

85.20 ± 0.24

82.99 ± 0.28●

85.28 ± 0.22

84.70 ± 0.34●

automobile

78.23 ± 14.8

62.27 ± 2.42●

68.04 ± 3.14●

72.17 ± 3.81

69.42 ± 2.38●

56.73 ± 4.93●

autos

73.90 ± 15.2

68.53 ± 18.8

67.82 ± 3.61

71.92 ± 2.08

68.81 ± 3.24

60.96 ± 3.78●

car

91.37 ± 2.96

89.82 ± 3.53●

80.05 ± 2.78●

82.99 ± 0.07●

77.87 ± 2.89●

82.85 ± 5.21●

census

96.27 ± 0.22

96.08 ± 1.15●

96.11 ± 0.07●

96.12 ± 0.08●

96.10 ± 0.10●

96.16 ± 0.21

colic

83.72 ± 6.72

80.94 ± 8.75

80.83 ± 1.59

76.07 ± 1.49●

81.22 ± 1.42

80.64 ± 2.08

credit-a

86.46 ± 4.25

86.29 ± 8.58

86.42 ± 0.61

87.94 ± 0.81

86.45 ± 0.47

87.90 ± 1.35

heart-statlog

85.42 ± 8.05

81.83 ± 6.35

81.33 ± 1.35●

81.34 ± 1.29●

81.40 ± 1.54●

82.08 ± 1.33

hepatitis

86.87 ± 9.62

85.11 ± 2.26

87.08 ± 2.83

89.14 ± 1.27

87.01 ± 2.58

85.36 ± 1.62

hypothyroid

97.61 ± 1.12

96.32 ± 0.52●

95.33 ± 0.36●

95.25 ± 0.05●

95.27 ± 0.40●

95.98 ± 0.29●

kr-vs-kp

95.18 ± 1.54

96.32 ± 0.53○

94.56 ± 0.18

96.04 ± 0.05○

94.60 ± 0.19

99.38 ± 0.14○

labor

95.67 ± 14.9

93.98 ± 2.90

92.64 ± 2.54

93.94 ± 1.68

93.43 ± 2.13

90.29 ± 3.49

nursery

92.63 ± 1.28

91.94 ± 1.06

89.72 ± 0.93●

78.43 ± 0.27●

90.22 ± 0.80●

90.13 ± 4.56●

primary-tumor

48.94 ± 17.9

54.30 ± 2.37

44.96 ± 2.07

44.62 ± 1.95

44.91 ± 1.24

47.80 ± 2.54

sick

96.83 ± 0.92

96.29 ± 0.97●

96.37 ± 0.25●

95.76 ± 0.11●

96.24 ± 0.14●

96.38 ± 0.15●

splice

96.35 ± 1.24

95.66 ± 0.17●

92.57 ± 0.35●

93.98 ± 0.38●

92.75 ± 0.37●

82.04 ± 1.58●

vowel

75.48 ± 6.85

70.46 ± 4.25●

70.01 ± 4.04●

62.47 ± 2.81●

69.82 ± 3.52●

67.72 ± 4.64●

zoo

97.40 ± 6.36

97.29 ± 1.71

98.12 ± 1.58

99.91 ± 0.40

97.76 ± 1.56

98.46 ± 2.02

average

86.87

84.92

83.73

83.41

83.81

82.53

# of best

12

1

0

3

1

1

W/T/L

-

7/10/1

9/9/0

10/7/1

9/9/0

9/8/1

AR

1.72

3.44

4.22

3.83

3.94

3.83