Table 1. Performance of the R-peak detection algorithm on the Physionet MIT/BIH dataset.
Record | Total (beats) | TP (beats) | FP (beats) | FN (beats) | Se (%) | PPV (%) |
---|---|---|---|---|---|---|
100 | 2,273 | 2,273 | 0 | 0 | 100 | 100 |
101 | 1,865 | 1,864 | 4 | 1 | 99.95 | 99.79 |
102 | 2,187 | 2,187 | 0 | 0 | 100 | 100 |
103 | 2,084 | 2,084 | 0 | 0 | 100 | 100 |
104 | 2,229 | 2,227 | 3 | 2 | 99.91 | 99.87 |
105 | 2,572 | 2,542 | 41 | 30 | 98.83 | 98.41 |
106 | 2,027 | 2,023 | 2 | 4 | 99.80 | 99.90 |
107 | 2,137 | 2,130 | 0 | 7 | 99.67 | 100 |
108 | 1,763 | 1,739 | 80 | 24 | 98.64 | 95.60 |
109 | 2,532 | 2,532 | 0 | 0 | 100 | 100 |
111 | 2,124 | 2,123 | 2 | 1 | 99.95 | 99.91 |
112 | 2,539 | 2,539 | 0 | 0 | 100 | 100 |
113 | 1,795 | 1,795 | 0 | 0 | 100 | 100 |
114 | 1,879 | 1,877 | 6 | 2 | 99.89 | 99.68 |
115 | 1,953 | 1,953 | 0 | 0 | 100 | 100 |
116 | 2,412 | 2,388 | 2 | 24 | 99 | 99.92 |
117 | 1,535 | 1,535 | 0 | 0 | 100 | 100 |
118 | 2,278 | 2,278 | 1 | 0 | 100 | 99.96 |
119 | 1,987 | 1,987 | 2 | 0 | 100 | 99.90 |
121 | 1,863 | 1,861 | 12 | 2 | 99.89 | 99.36 |
122 | 2,476 | 2,476 | 0 | 0 | 100 | 100 |
123 | 1,518 | 1,518 | 0 | 0 | 100 | 100 |
124 | 1,619 | 1,619 | 0 | 0 | 100 | 100 |
200 | 2,601 | 2,595 | 8 | 6 | 99.77 | 99.69 |
201 | 1,963 | 1,958 | 0 | 5 | 99.75 | 100 |
202 | 2,136 | 2,120 | 14 | 16 | 99.25 | 99.34 |
203 | 2,980 | 2,749 | 20 | 231 | 92.25 | 99.28 |
205 | 2,656 | 2,641 | 2 | 15 | 99.44 | 99.92 |
207 | 1,860 | 1,855 | 8 | 5 | 99.73 | 99.58 |
208 | 2,955 | 2,941 | 2 | 14 | 99.53 | 99.93 |
209 | 3,005 | 3,005 | 0 | 0 | 100 | 100 |
210 | 2,650 | 2,582 | 3 | 68 | 97.43 | 99.88 |
212 | 2,748 | 2,748 | 1 | 0 | 100 | 99.96 |
213 | 3,251 | 3,250 | 0 | 1 | 99.97 | 100 |
214 | 2,262 | 2,259 | 3 | 3 | 99.87 | 99.87 |
215 | 3,363 | 3,354 | 0 | 9 | 99.73 | 100 |
217 | 2,208 | 2,202 | 0 | 6 | 99.73 | 100 |
219 | 2,154 | 2,154 | 1 | 0 | 100 | 99.95 |
220 | 2,048 | 2,047 | 0 | 1 | 99.95 | 100 |
221 | 2,427 | 2,425 | 2 | 2 | 99.92 | 99.92 |
222 | 2,483 | 2,475 | 21 | 8 | 99.68 | 99.16 |
223 | 2,605 | 2,605 | 0 | 0 | 100 | 100 |
228 | 2,053 | 2,044 | 59 | 9 | 99.56 | 97.19 |
230 | 2,256 | 2,256 | 0 | 0 | 100 | 100 |
231 | 1,571 | 1,571 | 0 | 0 | 100 | 100 |
232 | 1,780 | 1,780 | 17 | 0 | 100 | 99.05 |
233 | 3,079 | 3,070 | 0 | 9 | 99.71 | 100 |
234 | 2,753 | 2,753 | 1 | 0 | 100 | 99.96 |
Total | 109,494 | 108,989 | 317 | 505 | 99.60 | 99.69 |