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Table 4 Learning Performance for the Selected Categorical Attributes in Biological Activity Data of Glycogen Synthase Kinase-3β Inhibitors Using Linear Kernel.

From: Leveraging domain information to restructure biological prediction

 

Entropy list order

Training CV Accuracy(%)

Test Accuracy(%)

Baseline

–

75.60

74.64

nCIR

1

79.21

75.01

F06[N-O]

2

76.35

74.86

H-049

3

76.95

76.14

nN

7

77.38

74.78

F04[N-N]

8

78.55

75.10

Bioassay Protocol

9

79.78

76.76

nHDon

12

77.26

74.88

H-050

13

77.26

74.88

nDB

15

77.74

74.78

F07[C-Br]

16

76.62

75.76

F02[N-O]

22

77.07

75.62

N-075

23

78.65

76.83

F06[C-Br]

25

76.94

74.66

F02[N-N]

26

77.93

74.92

N-074

30

76.78

76.39

F03[N-N]

31

77.44

74.81