Table 4 Performance metrics of individual snapshots and snapshot ensembles for multi-labeled pediatric thoracic disease classification across three random seeds.

Seed number	Epochs	AUC	AUPRC	Sensitivity	Precision	F1-score
42	200	0.752	0.614	0.737	0.549	0.605
	400	0.759	0.622	0.726	0.572	0.607
	600	0.751	0.620	0.745	0.551	0.614
	800	0.750	0.614	0.744	0.541	0.608
	Snapshot ensemble	0.759	0.623	0.736	0.552	0.610
1004	200	0.747	0.610	0.764	0.541	0.617
	400	0.757	0.621	0.726	0.564	0.607
	600	0.761	0.625	0.725	0.573	0.603
	800	0.761	0.624	0.708	0.568	0.594
	Snapshot ensemble	0.765	0.627	0.739	0.572	0.616
2023	200	0.751	0.613	0.752	0.545	0.618
	400	0.757	0.615	0.756	0.552	0.617
	600	0.752	0.615	0.747	0.546	0.615
	800	0.758	0.617	0.747	0.544	0.615
	Snapshot ensemble	0.760	0.618	0.751	0.549	0.619
Mean of three ensembles		0.761 (0.003)	0.623 (0.005)	0.742 (0.008)	0.558 (0.013)	0.615 (0.005)

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