Table 8.

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

Subjects	Original data (a)	AO-WGAN (b)	AO-GAN (c)	MI-WGAN (d)	MI-GAN (e)
GAL dataset reconstructed by the ao and mi models
GAL-1	69.23	73.53	72.76	72.56	70.19
GAL-2	65.06	63.21	62.88	61.86	61.03
GAL-3	74.04	59.74	66.03	61.99	58.59
GAL-4	59.17	59.74	66.03	61.99	58.59
GAL-5	79.94	76.28	80.96	76.15	77.18
GAL-6	69.04	73.33	72.56	73.21	76.35
GAL-7	74.33	69.77	66.25	64.82	66.91
GAL-8	79.81	78.53	74.17	81.92	79.49
GAL-9	64.04	65.58	65.58	64.30	67.63
GAL-10	65.38	62.76	62.24	60.64	67.50
GAL-11	63.21	85.13	85.00	85.51	85.38
GAL-12	74.10	76.47	72.76	69.94	73.72
AVG	69.78	70.34	70.60	69.57	70.21
T-test	–	b vs. a	c vs. a	d vs. a	e vs. a
p-value	–	p = 0.821	p = 0.731	p = 0.937	p = 0.870

The bold text is the best performance.