Table 1.

Detection results on MIT/BIH arrhythmia database

ECG type	Test ECG signals			Results of our method				Results of [2]
				R-peak		PVC		PVC
	Rec. no.	Total beats	PVC beats	MDR, %	FDR, %	Se, %	Sp, %	Se, %	Sp, %
A	115	1952	0	0.31	0.10	–	100	–	99.97
	122	2474	0	0	0	–	100	–	99.97
B	106	2027	520	0.30	0.10	97.88	100	99.89	99.95
	119	1987	444	0	0	98.65	100	99.64	100
	123	1517	3	0	0	100	100	100	99.79
	221	2427	396	0	0	97.98	100	98.59	93.04
	230	2255	1	0	0	100	100	100	99.14
C	101	1864	0	0.16	0.16	–	100	–	99.63
	103	2083	0	0	0	–	100	–	99.96
	112	2537	0	0	0	–	100	–	99.98
	113	1794	0	0.33	0.22	–	100	–	99.41
	117	1534	0	0	0	–	100	–	99.81
	212	2747	0	0.51	0	–	99.49	–	99.91
	220	2046	0	0.20	0	–	99.32	–	97.19
	222	2483	0	0.16	0	–	99.84	–	77.62
D	107	2136	59	0	0	94.92	99.13	82.37	96.98
	109	2530	38	0	0	92.10	99.36	23.16	99.86
	118	2277	16	0.13	0.09	100	99.38	100	97.91
	214	2260	256	0.35	0.13	97.66	99.60	99.61	98.31
	111	2123	1	0	0	100	99.62	40	99.85
	124	1618	47	0	0	91.49	99.24	62.13	99.91
	232	1779	0	0	0.17	–	99.38	–	97.32
E	100	2271	1	0	0	100	100	100	99.69
	102	2185	4	0	0	75.00	99.17	60	100
	105	2572	41	0.23	0.31	92.68	100	97.07	95.58
	114	1879	43	0	0	90.70	99.78	85.12	99.50
	116	2411	109	1.00	0	90.83	99.65	99.08	99.63
	121	1862	1	0	0	0	100	100	99.65
	200	2600	826	0.15	0.12	98.06	99.77	96.47	98.83
	201	1963	198	0.31	0	95.96	98.98	81.92	92.88
	202	2135	19	0.23	0	94.74	99.81	66.32	83.99
	203	2979	444	0.74	0	86.94	94.95	91.48	71.99
	205	2655	71	0.30	0	100	99.69	80.86	99.96
	208	2953	992	0.68	0	96.47	100	99.13	89.56
	210	2648	194	0.72	0	93.81	99.43	80.72	93.55
	213	3249	220	0.06	0	96.36	99.97	96	97.05
	215	3361	164	0	0	92.68	100	92.93	99.62
	217	2208	162	0.32	0	95.06	99.46	98.89	95.51
	219	2154	64	0.09	0.09	92.19	99.90	98.13	57.51
	223	2604	473	0.15	0	98.10	100	68.16	96.26
	228	2053	362	0.78	0.25	98.34	100	97.62	99.12
	231	1570	2	0.51	0.19	50	99.62	70.00	75.88
	233	3077	830	0.26	0	99.52	99.87	86.36	99.11
	234	2752	3	0.07	0	33.33	100	100	99.86
	104	2227	2	0.18	0.40	100	99.28	30	99.88
	108	1761	16	0.45	0.40	87.50	99.31	96.25	98.83
	209	3003	1	0.13	0	100	99.73	60	97.76