. Author manuscript; available in PMC: 2022 Feb 1.

Published in final edited form as: Epilepsia. 2020 Dec 30;62(2):371–382. doi: 10.1111/epi.16785

TABLE 1.

Test set area under the curve scores across patients and feature groups

Patient	Seizures	p(Sz)	Sleep	Weather	Temporal	Combined
1	74	.000801	.465 (p = .487)	.538 (p = .47)	.578^a (p = .15)	.531 (p = .55)
6	39	.000794	.722^a,b (p = .001)	.336^a (p = .003)	.625 (p = .077)	.503 (p = .96)
8	224	.00339	.555 (p = .062)	.538 (p = .20)	.780^a,b (p < .001)	.702^a (p < .001)
9	146	.00343	.492 (p = .82)	.698^a (p < .001)	.818^a,b (p < .001)	.770^a (p < .001)
10	168	.00427	.701^a (p < .001)	.578 (p = .027)	.721^a (p < .001)	.743^a,b (p < .001)
11	212	.00237	.728^a (p < .001)	.558 (p = .059)	.704^a (p < .001)	.747^a,b (p < .001)
13	305	.00351	.709^a (p < .001)	.576^a (p = .002)	.680^a (p < .001)	.747^{a, b} (p < .001)
15	58	.00110	.664^a (p = .003)	.616 (p = .037)	.644^a (p < .001)	.731^a,b (p < .001)

Abbreviation: p(Sz), probability of seizure in a 10-min sample, calculated from the combined train and test data.

Best performance for each patient.

Chance performance (.5) is not within the confidence interval for the area under the curve (α = .0125 after Bonferroni correction).