Table 9.

Classification results for the sensitivity rate reconstruction of MI dataset by the different sensitivity signals' GAN/WGAN frameworks.

Subjects	Original data (a)	AO-WGAN (b)	AO-GAN (c)	GAL-WGAN (d)	GAL-GAN (e)
MI dataset reconstructed by the gal and ao
GAN/wgan models
MI-1	60.59	61.63	59.90	58.33	67.53
MI-2	70.31	71.70	69.10	75.00	73.26
MI-3	53.47	58.16	54.17	53.99	55.03
MI-4	59.38	68.58	68.58	64.41	66.67
MI-5	72.22	68.92	76.22	73.09	66.67
MI-6	67.36	70.49	70.49	69.62	68.75
MI-7	56.25	58.68	73.44	58.85	60.07
MI-8	57.81	54.34	54.51	63.54	56.60
MI-9	60.42	57.12	57.99	56.08	55.90
AVG	61.98	63.29	64.93	63.66	63.39
T-test	–	b vs. a	c vs. a	d vs. a	e vs. a
p-value	–	p = 0.380	p = 0.215	p = 0.175	p = 0.215

The bold text is the best performance.