BMC Medical Informatics and Decision Making

Table 5 The performance results of 13 hyperparameters tuning models (beat-based segmentation)

From: Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm

Model	Performance (%)
Model	ACC	SEN	SPE	PRE	F1
1	97.43	90.99	98.29	90.95	90.95
2	97.77	91.80	98.51	91.96	91.85
3	97.92	92.11	98.60	92.63	92.34
4	98.05	92.73	98.70	93.06	92.86
5	98.23	93.64	98.80	93.98	93.80
6	98.31	94.01	98.86	94.20	94.10
7	98.47	94.66	98.98	94.69	94.67
8	98.59	95.11	99.06	95.06	95.07
9	98.70	95.33	99.12	95.56	95.44
10	98.78	95.65	99.18	95.84	95.74
11	98.82	95.93	99.21	95.94	95.93
12	98.74	95.63	99.16	95.52	95.56
13	98.70	95.33	99.12	95.56	95.44

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ISSN: 1472-6947

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