Arrhythmia Classification Algorithm based on SMOTE and Feature Selection
Wang Tianhao, Chen Peng, Bao Tianjiazhi, Li Jiaheng, Yu Xiaosheng
Table 3.
Metrics comparison for the proposed algorithm
SMOTE and Feature Selection
Performance
Metrics
Classification algorithm
SVM
KNN
Logistic
RF
Yes
Accuracy (%)
96.79
94.06
94.54
98.68
Cohen’s kappa
0.9653
0.9438
0.9408
0.9857
MAE
0.22
0.31
0.44
0.078