Table 7.

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

Subjects	Original data (a)	GAL-WGAN (b)	GAL-GAN (c)	MI-WGAN (d)	MI-GAN (e)
AO dataset reconstructed by the gal and mi models
AO-1	62.83	64.81	64.57	60.73	61.82
AO-2	53.12	55.82	56.18	53.27	52.63
AO-3	70.31	72.13	73.18	69.53	70.83
AO-4	75.26	73.44	75.78	67.71	69.53
AO-5	59.12	61.73	62.16	58.83	56.76
AO-6	74.22	76.56	77.87	76.82	75.26
AO-7	55.43	57.61	56.89	55.43	54.68
AO-8	58.27	59.46	58.83	56.27	56.29
AO-9	77.08	76.56	77.34	72.14	73.44
AO-10	68.49	72.66	70.57	75.26	71.09
AO-11	79.17	83.07	83.85	78.91	81.51
AO-12	73.44	71.62	72.57	70.57	66.93
AO-13	55.83	56.73	56.94	54.87	55.16
AO-14	61.82	62.73	63.81	60.57	60.81
AO-15	55.49	56.81	56.43	55.36	55.61
AO-16	62.42	63.55	64.31	61.28	61.37
AO-17	64.58	61.72	60.03	55.47	56.25
AO-18	53.28	53.89	53.61	52.13	52.28
AO-19	52.82	53.61	54.18	52.36	53.17
AO-20	63.83	64.81	63.76	62.67	62.89
AO-21	68.72	63.59	62.18	57.62	58.73
AO-22	57.55	59.11	59.55	60.42	61.46
AO-23	61.83	62.81	63.75	62.19	61.68
AO-24	59.27	60.73	60.81	59.36	59.81
AVG	63.51	64.40	64.55	62.07	62.08
T-test	–	b vs. a	c vs. a	d vs. a	e vs. a
p-value	–	*p <0.05	*p <0.05	p = 0.0738	*p <0.05

The bold text is the best performance.