Skip to main content

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