Multiscale Residual Network Based on Channel Spatial Attention Mechanism for Multilabel ECG Classification

Table 4

The classification performance of the proposed model is verified in HF-challenge testA (%).

	Acc	Spe	Pre	Rec	F1
SA	93.7	94.6	37.9	72.2	49.7
SB	93.4	100	100	88.7	94.0
TWFL	84	99.7	95.7	25.2	39.9
ST	99.4	100	100	97.8	98.9
CRBBB	99.8	99.9	97.8	97.8	97.8
AF	99.8	99.9	99.2	99.2	99.2
APB	97.0	99.6	79.2	37.3	50.7
I-AVB	99.6	99.9	83.3	55.6	66.7
PVC	98.6	99.8	87.0	57.1	69.0
Average	96.1	99.1	94.0	78.9	85.8