Table 1.

Performance of SeqSleepNet trained on adult dataset, and fine-tuned on the children’s dataset.

	Pre-trained		Fine-tuned
	Accuracy (%)	Kappa score	Accuracy (%)	Kappa score
No epilepsy	78.1	0.697	84.7	0.789
Well-controlled epilepsy	74.9	0.653	83.5	0.769
Drug-resistant epilepsy	63.8	0.531	80.8	0.726

Accuracy and Kappa scores are reported and segregated by group.