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