表 4. Comparison performance results.
分类性能对比
心拍类型 | 平衡前 | 平衡后 | |||||
Acc | Sen | Spe | Acc | Sen | Spe | ||
N | 98.99% | 99.62% | 95.18% | 99.25% | 99.57% | 97.30% | |
S | 98.89% | 86.80% | 99.22% | 99.64% | 91.48% | 99.87% | |
V | 99.07% | 87.73% | 99.93% | 99.73% | 97.34% | 99.90% | |
F | 99.75% | 87.03% | 99.85% | 99.71% | 89.79% | 99.72% | |
Q | 99.97% | 99.40% | 99.99% | 99.97% | 99.48% | 99.99% | |
平均值 | 99.33% | 92.12% | 98.83% | 99.66% | 95.53% | 99.36% | |
整体Acc | 98.33% | 99.12% |