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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