表 4. Experimental results of arrhythmia classification after SMOTE.
SMOTE后心律失常分类实验结果
| 心拍类型 | 心拍类型 | Pre | Rec | F1 | Acc | |||
| N | V | R | L | |||||
| N | 3 812 | 19 | 8 | 12 | 99.22% | 98.99% | 99.10% | 98.34% |
| V | 18 | 340 | 0 | 8 | 93.15% | 92.90% | 93.02% | |
| R | 7 | 2 | 368 | 0 | 97.87% | 97.61% | 97.74% | |
| L | 5 | 4 | 0 | 397 | 95.20% | 97.78% | 96.48% | |