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Table 8 Performance Comparison for the Selected Categorical Attributes in Cannabinoid Receptor Subtypes CB1 and CB2 Activity Data Using Two-degree Polynomial Model and Gaussian Models.

From: Leveraging domain information to restructure biological prediction

 

Entropy list order

Training CV Accuracy(%)

Test Accuracy(%)

 

Poly

Gausssian

Poly

Gausssian

Poly

Gausssian

  

γ = 0.01

γ =1

γ = 10

 

γ = 0.01

γ = 1

γ = 10

 

γ = 0.01

γ = 1

γ = 10

Baseline

–

–

–

–

86.51

75.34

65.21

66.76

85.58

74.35

65.79

65.61

F01[N-O]

1

2

1

1

85.15

76.12

66.16

66.44

85.44

76.14

65.65

66.15

N-076

4

5

4

4

87.50

77.05

66.98

67.33

86.12

76.89

66.34

66.79

nArNO2

6

7

5

5

86.82

75.14

66.78

66.58

85.27

84.35

76.34

64.96

nCconj

16

14

10

12

86.61

77.12

67.03

66.79

83.31

76.72

63.77

65.74

C-034

17

16

11

17

85.98

76.38

66.44

65.89

85.69

75.28

64.59

65.88

B01[N-O]

20

19

19

18

87.21

76.38

66.38

66.66

86.72

76.37

66.29

65.62

N-073

21

20

21

21

84.96

74.79

65.02

65.26

84.15

75.34

64.45

63.71

nN(CO)2

23

24

27

25

86.77

73.72

66.05

64.37

85.78

73.22

63.76

62.96