Table 3.
Average metrics value computed for Experiment 1 (70:30).
| Malware Classes | Average Precision | Average Recall | Average F1-Score | |||
|---|---|---|---|---|---|---|
| Train | Test | Train | Test | Train | Test | |
| Adialer.C | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Agent.FYI | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Allaple.A | 0.978 | 0.968 | 0.98 | 0.972 | 0.978 | 0.97 |
| Allaple.L | 0.98 | 0.974 | 0.976 | 0.968 | 0.978 | 0.97 |
| Alueron.gen!J | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Autorun.K | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| C2LOP.gen!g | 1.00 | 0.998 | 0.896 | 0.896 | 0.944 | 0.942 |
| C2LOP.P | 0.906 | 0.906 | 0.99 | 0.984 | 0.95 | 0.944 |
| Dialplatform.B | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Dontovo.A | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Fakerean | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Instantaccess | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Lolyda.AA1 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Lolyda.AA2 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Lolyda.AA3 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Lolyda.AT | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Malex.gen!j | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Obfuscator.AD | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Rbot!gen | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Skintrim.N | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Swizzor.gen!E | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Swizzor.gen!I | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| VB.AT | 1.00 | 0.99 | 1.00 | 1.00 | 1.00 | 1.00 |
| Wintrim.BX | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| Yuner.A | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |