Table 7 The processing time details for our proposed method (FE: Feature engineering using complex network analysis)
Feature set | Model | Time for training (.sec) | Time for applying on one test data record (.sec) |
|---|---|---|---|
All 296 features | CNFE-SE without FE | 1751.62 | 21.47 |
All 296 features | CNFE-SE with FE | 1902.88 | 28.13 |
top 20 features | CNFE-SE without FE | 619.63 | 8.05 |
Top 20 features | CNFE-SE with FE | 744.92 | 11.26 |