. Author manuscript; available in PMC: 2022 Jul 27.

Published in final edited form as: IEEE J Biomed Health Inform. 2021 Jul 27;25(7):2398–2408. doi: 10.1109/JBHI.2021.3060997

TABLE IV:

Local explanation results using the individual weights from LIME for each segment and for RR variability are reported in the table. Some relevant samples with different class and outcome are considered.

Class	Network Outcome	LIME Weights
Class	Network Outcome	Seg 0	Seg 1	Seg 2	Seg 3	Seg 4	Seg 5	Seg 6	Seg 7	RR
S	predicted correctly	0.27	0.03	−0.04	0.12	−0.06	−0.02	−0.13	0.60	0.03
S	predicted as O	−0.08	0.13	0.01	0.11	0.01	−0.05	0.15	0.12	0.32
A	predicted correctly	0.19	−0.04	−0.07	0.17	0.00	−0.06	0.02	0.20	0.67
A	predicted as S	0.21	−0.07	0.10	0.08	0.02	−0.28	−0.15	0.38	0.05
O	predicted correctly	−0.05	−0.07	0.14	0.03	−1.52	0.00	−0.08	−0.11	0.34
O	predicted as A	0.19	−0.03	−0.08	0.13	0.14	−0.03	−0.03	0.26	0.65