Research Article
Research and Implementation on Power Analysis Attacks for Unbalanced Data
Table 9
Comparison of accuracy with other data enhancement methods.
| | Pieces | Random Forest_ADASYN (%) | Random Forest_SMOTENN (%) | Random Forest_SMOTE (%) |
| | 800 | 79.8 | 74.6 | 91.2 | | 1000 | 83.4 | 86.6 | 93.1 | | 1500 | 84.3 | 87.7 | 93.6 | | 2000 | 89.3 | 88.3 | 94.2 |
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