Table 2 Performance evaluation of the proposed R-wave detection method with the MIT-BIH arrhythmia database
Record | TP(beats) | FP(beats) | FN(beats) | Se(%) | +P% | DER(%) | Accuracy(%) |
|---|---|---|---|---|---|---|---|
100 | 2272 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
101 | 1864 | 4 | 1 | 99.95 | 99.79 | 0.268 | 99.63 |
102 | 2187 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
104 | 2227 | 50 | 2 | 99.91 | 97.80 | 2.335 | 97.72 |
105 | 2568 | 67 | 4 | 99.84 | 97.46 | 2.765 | 97.31 |
106 | 2027 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
107 | 2134 | 0 | 3 | 99.86 | 100.00 | 0.141 | 99.86 |
109 | 2530 | 1 | 2 | 99.92 | 99.96 | 0.119 | 99.88 |
111 | 2123 | 1 | 1 | 99.95 | 99.95 | 0.094 | 99.91 |
112 | 2539 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
113 | 1794 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
114 | 1866 | 2 | 13 | 99.31 | 99.89 | 0.804 | 99.20 |
115 | 1952 | 0 | 1 | 99.95 | 100.00 | 0.051 | 99.95 |
116 | 2386 | 2 | 26 | 98.92 | 99.92 | 1.174 | 98.84 |
117 | 1534 | 0 | 1 | 99.93 | 100.00 | 0.065 | 99.93 |
118 | 2278 | 2 | 0 | 100.00 | 99.91 | 0.088 | 99.91 |
119 | 1987 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
121 | 1861 | 0 | 2 | 99.89 | 100.00 | 0.107 | 99.89 |
122 | 2476 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
123 | 1515 | 0 | 3 | 99.80 | 100.00 | 0.198 | 99.80 |
124 | 1617 | 0 | 2 | 99.88 | 100.00 | 0.124 | 99.88 |
200 | 2599 | 6 | 2 | 99.92 | 99.77 | 0.300 | 99.69 |
201 | 1917 | 0 | 46 | 97.66 | 100.00 | 2.400 | 97.66 |
202 | 2130 | 0 | 6 | 99.72 | 100.00 | 0.282 | 99.72 |
203 | 2942 | 33 | 38 | 98.72 | 98.89 | 2.413 | 97.64 |
205 | 2654 | 0 | 2 | 99.92 | 100.00 | 0.075 | 99.92 |
207 | 2279 | 35 | 53 | 97.73 | 98.49 | 3.861 | 96.28 |
208 | 2929 | 11 | 26 | 99.12 | 99.63 | 1.263 | 98.75 |
209 | 3005 | 1 | 0 | 100.00 | 99.97 | 0.033 | 99.97 |
210 | 2598 | 7 | 52 | 98.04 | 99.73 | 2.271 | 97.78 |
212 | 2747 | 0 | 1 | 99.96 | 100.00 | 0.036 | 99.96 |
213 | 3250 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
214 | 2258 | 1 | 4 | 99.82 | 99.96 | 0.221 | 99.78 |
215 | 3361 | 0 | 2 | 99.94 | 100.00 | 0.060 | 99.94 |
217 | 2202 | 2 | 6 | 99.73 | 99.91 | 0.363 | 99.64 |
219 | 2151 | 0 | 3 | 99.86 | 100.00 | 0.139 | 99.86 |
220 | 2047 | 0 | 1 | 99.95 | 100.00 | 0.049 | 99.95 |
221 | 2420 | 0 | 7 | 99.71 | 100.00 | 0.289 | 99.71 |
222 | 2480 | 4 | 3 | 99.88 | 99.84 | 0.282 | 99.72 |
223 | 2588 | 16 | 1 | 99.96 | 99.39 | 0.657 | 99.35 |
228 | 2045 | 45 | 8 | 99.61 | 97.85 | 2.592 | 97.47 |
230 | 2256 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
231 | 1571 | 0 | 0 | 100.00 | 100.00 | 0.000 | 100.00 |
232 | 1779 | 15 | 1 | 99.94 | 99.16 | 0.899 | 99.11 |
233 | 3073 | 0 | 6 | 99.81 | 100.00 | 0.195 | 99.80 |
234 | 2752 | 0 | 1 | 99.96 | 100.00 | 0.036 | 99.96 |
Overall | 107,851 | 305 | 333 | 99.69 | 99.72 | 0.579 | 99.43 |