表 1. Comparison of arrhythmia classification results based on MIT-BIH database according to AAMI.

AAMI 标准下 MIT-BIH 数据心律不齐分类结果对比

方法	混合矩阵							评估指标
		Nor	Sveb	Veb	Fus	Unc		Se	Sp	Acc
DR-CNN	Nor	28 820	46	44	19	2		99.62%	96.40%	99.034 9%
	Sveb	106	889	1	0	0		89.26%	99.85%
	Veb	56	2	2 459	7	0		97.42%	99.79%
	Fus	18	0	19	248	0		87.02%	99.92%
	Unc	6	0	3	0	1 346		99.34%	99.99%
CNN	Nor	28 861	30	34	1	5		99.76%	90.76%	98.281 1%
	Sveb	198	796	2	0	0		79.92%	99.89%
	Veb	193	7	2 308	13	3		91.44%	99.84%
	Fus	77	1	13	194	0		68.07%	99.96%
	Unc	9	0	0	0	1 346		99.34%	99.98%
MLP	Nor	28 659	121	135	9	7		99.06%	84.92%	96.674 5%
	Sveb	467	528	1	0	0		53.01%	99.60%
	Veb	149	12	2 352	4	7		93.19%	99.38%
	Fus	131	0	49	105	0		36.84%	99.96%
	Unc	31	0	11	0	1 313		96.90%	99.96%