Research Article
Atrial Fibrillation Detection by the Combination of Recurrence Complex Network and Convolution Neural Network
Table 2
Classification rates of CNN under different number of feature maps.
| | | | | 3 | 6 | 9 | 12 | | train | test | train | test | train | test | train | test |
| | 3 | 74.28% | 77.29% | 76.95% | 75.29% | 80.13% | 74.94% | 76.87% | 79.75% | | 6 | 73.23% | 76.96% | 82.19% | 77.42% | 82.45% | 74.95% | 73.92% | 59.95% | | 9 | 71.71% | 74.74% | 78.08% | 79.89% | 80.91% | 75.65% | 82.59% | 79.65% | | 12 | 74.66% | 71.1% | 82.37% | 80.77% | 79.94% | 71.11% | 82.2% | 76.31% |
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