Research Article
Extreme Learning Machine for Heartbeat Classification with Hybrid Time-Domain and Wavelet Time-Frequency Features
Table 5
Sensitivity and positive predictivity for each heartbeat class.
| Heartbeat type | Test | Se (%) | Pp (%) |
| N | 65270 | 99.28 | 99.35 | L | 4843 | 99.40 | 99.03 | R | 4353 | 99.22 | 98.58 | A | 1528 | 88.81 | 87.27 | V | 4277 | 95.25 | 95.63 | / | 4216 | 99.79 | 99.03 | a | 75 | 64.00 | 77.42 | ! | 236 | 91.95 | 93.53 | F | 401 | 83.04 | 79.47 | x | 97 | 86.46 | 97.65 | j | 115 | 73.68 | 61.31 | f | 491 | 86.35 | 87.78 | E | 53 | 92.45 | 100.00 | J | 41 | 36.59 | 88.24 | e | 8 | 0.00 | 0.00 | Q | 17 | 0.00 | 0.00 | Total | 86021 | 98.61 | 98.61 |
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