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Table 9 Performance Comparison for the Selected Categorical Attributes in Cannabinoid Receptor Subtypes CB1 and CB2 Selectivity 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 76.04 67.15 57.28 57.67 74.89 65.12 54.84 53.33
O-058 2 1 2 2 79.92 70.12 60.34 79.12 65.96 56.34 56.02 53.21
nDB 3 3 4 4 80.05 71.34 61.22 80.36 76.32 67.78 57.67 55.32
F06[C-Cl] 7 8 7 8 79.73 69.96 58.27 79.12 75.12 63.29 54.79 53.29
Cconj 6 7 8 7 78.75 67.54 57.65 77.64 76.07 65.96 55.36 54.34
C-026 9 10 9 11 77.96 68.32 57.34 58.12 75.48 65.32 54.96 53.69