Table 4 Average percentage of indentified true pharmacophore centers in top scored atoms for the pharmacophore data set
Model | Top-2 (%) | Top-3 (%) | Top-5 (%) |
|---|---|---|---|
GBM/AP | 54 | 63 | 77 |
RF/AP | 43 | 54 | 67 |
SVM/AP | 30 | 41 | 63 |
GC | 33 | 39 | 50 |
Model | Top-2 (%) | Top-3 (%) | Top-5 (%) |
|---|---|---|---|
GBM/AP | 54 | 63 | 77 |
RF/AP | 43 | 54 | 67 |
SVM/AP | 30 | 41 | 63 |
GC | 33 | 39 | 50 |