Research Article
The Virtual Screening of the Drug Protein with a Few Crystal Structures Based on the Adaboost-SVM
Table 5
Experimental comparison of SVM, Adaboost-SVM, and Random Forest.
| Algorithm | Target protein | 10% EF | AUC |
| SVM | SRC | 4.7 | 0.734 | Cathepsin K | 3.9 | 0.683 |
| Adaboost-SVM | SRC | 5.5 | 0.821 | Cathepsin K | 4.8 | 0.802 |
| Random Forest | SRC | 5.3 | 0.805 | Cathepsin K | 4.5 | 0.783 |
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