. Author manuscript; available in PMC: 2024 Mar 18.

Published in final edited form as: IEEE Trans Artif Intell. 2023 Feb 27;5(1):80–91. doi: 10.1109/TAI.2023.3249685

TABLE I.

Summarization of the Experimental Datasets

Dataset	Shape	Classes	IR	Training Set	Testing Set
MNIST	28×28×1	10	100	4000 (0), 2000 (1), 1000 (2), 750 (3), 500 (4), 350 (5), 200 (6), 100 (7), 60 (8), 40 (9)	980 (0), 1135 (1), 1032 (2), 1010 (3), 982 (4) 892 (5), 958 (6), 1028 (7), 974 (8), 1009 (9)
Fashion-MNIST	28×28×1	10	100	4000 (0), 2000 (1), 1000 (2), 750 (3), 500 (4), 350 (5), 200 (6), 100 (7), 60 (8), 40 (9)	Each class contains 1000 samples
HAR	128×9	6	30.65	1226 (0), 800 (1), 500 (2), 300 (3), 100 (4), 40 (5)	496 (0), 471 (1), 420 (2), 491 (3), 532(4), 537 (5)
TwoLeadECG	82×1	2	14.225	569 (0), 40 (1)	12 (0), 11 (1)
Ca²⁺ Imaging	4000×1	4	7.39	5600 (0), 1183 (1), 757 (2), 3500 (3)	1400 (0), 296 (1), 190 (2), 700 (3)