Arrhythmia Classification Algorithm based on SMOTE and Feature Selection

Wang Tianhao, Chen Peng, Bao Tianjiazhi, Li Jiaheng, Yu Xiaosheng

Table 7. Accuracy comparison between the proposed algorithm

Algorithm Features Accuracy (%) Sensitivity (%) Specificity (%) Origin 279 72.52 36.52 89.64 smote+RF-RFE 122 98.59 98.46 99.48 smote+Lasso 102 98.53 98.68 99.23 Proposed 89 98.68 98.61 99.48