Table 3.

Performance of the proposed deep learning model using 12-lead ECG waveform for detecting IPD

	Accuracy (95% CI)	Precision (95% CI)	Recall (95% CI)	F1-Score (95% CI)	AUROC (95% CI)
IPD	0.869	0.842	0.892	0.801	0.924
(Test set 1: Control + IPD)	(0.848–0.889)	(0.815–0.868)	(0.863–0.921)	(0.763–0.836)	(0.913–0.936)
DPD	0.711	0.055	0.138	0.034	0.473
(Test set 2: Control + DPD)	(0.694–0.729)	(0.013–0.097)	(0.044–0.253)	(0.010–0.063)	(0.453–0.504)
IPD	0.849	0.880	0.984	0.801	0.946
(Test set 3: IPD + DPD)	(0.821–0.875)	(0.821–0.875)	(0.970–0.995)	(0.816–0.837)	(0.934–0.959)

CI, confidence interval; AUROC, area under the receiver operating characteristics curve.