A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals

Table 6 Classification performance on each recording of DS2 using AAMI standard

Record	Number of beats			N (%)		S (SVEB) (%)		V (VEB) (%)		Acc (%)
	N	S	V	Se	PP	Se	PP	Se	PP
100	2239	33	1	100.0	99.7	81.8	96.4	100.0	100.0	99.7
103	2082	2	0	99.5	99.9	0.0	0.0	-	-	99.4
105	2526	0	41	100.0	99.9	-	0.0	78.0	39.5	97.6
111	2123	0	1	99.9	100.0	-	0.0	100.0	50.0	99.9
113	1789	6	0	97.1	100.0	100.0	10.3	-	-	97.1
117	1534	1	0	99.7	100.0	100.0	20.0	-	0.0	99.7
121	1861	1	1	95.5	100.0	100.0	1.2	100.0	25.0	95.3
123	1515	0	3	98.4	100.0	-	0.0	100.0	100.0	98.4
200	1743	30	826	99.1	97.7	16.7	9.6	94.6	100.0	96.6
202	2061	55	19	65.5	99.9	98.0	6.3	94.7	69.2	66.2
210	2423	22	195	98.1	98.6	94.1	22.2	83.1	94.2	96.2
212	2748	0	0	100.0	100.0	-	-	-	0.0	99.7
213	2641	28	220	99.9	88.8	72.0	85.7	96.8	81.9	88.2
214	2002	0	256	99.9	99.9	-	0.0	71.5	93.4	96.1
219	2082	7	64	83.8	99.6	0.0	0.0	87.5	86.2	83.2
221	2031	0	396	97.3	99.9	-	0.0	99.7	100.0	97.7
222	2274	209	0	75.5	98.9	90.6	24.1	-	0.0	75.0
228	1688	3	362	99.9	99.6	33.3	7.7	95.6	100.0	99.1
231	1568	1	2	84.2	99.9	0.0	0.0	50.0	100.0	84.1
232	398	1382	0	99.7	99.2	99.8	99.9	-	0.0	97.7
233	2230	7	831	100.0	99.8	66.7	66.7	99.8	92.7	97.7
234	2700	50	3	100.0	99.1	52.0	96.3	100.0	100.0	99.1
Total	44258	1837	3221	99.2	95.2	91.1	42.2	93.9	90.9	93.8

ISSN: 1475-925X