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. 2019 Oct 21;5:e226. doi: 10.7717/peerj-cs.226

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