Personality Privacy Protection Method of Social Users Based on Generative Adversarial Networks

Table 4

Comparison of content preservation and classification accuracy of text generation results with different penalty coefficients.

Penalty coefficient	Content preservation	EXT (%)	NEU (%)	AGR (%)	CON (%)	OPN (%)
—	—	73.94	62.14	70.74	68.65	84.57
0	0.859	71.88	65.38	66.40	63.55	82.38
0.3	0.847	68.57	61.11	65.90	60.54	79.69
0.5	0.824	67.43	60.93	62.54	63.20	75.08
1	0.786	62.65	53.90	57.85	56.03	71.18