Research and Implementation on Power Analysis Attacks for Unbalanced Data

Table 8

Comparison of accuracy rates with other algorithms.

Pieces	SVM (%)	AdaBoost (%)	RF (%)	ANN (%)	RF_SMOTE (%)
800	88	87	84	85	91
1000	90	88	86	86	93
1500	91	89	88	87	93