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
| Â | Entropy list order | Training CV Accuracy(%) | Test Accuracy(%) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | 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 |