A Novel Smart Depression Recognition Method Using Human-Computer Interaction System

Table 3

Recognition results of noisy datasets by models.

Noise\model	Index	LR	CNN	DCNN	AudioNet	Network used
Mean 0, variance 0.01	MAE	8.382	8.764	8.226	8.251	7.976
	RMSE	11.103	11.180	10.375	10.469	9.893
Mean 0, variance 0.02	MAE	8.921	9.082	8.886	9.335	8.007
	RMSE	11.872	12.127	10.932	10.903	10.432
Mean 0, variance 0.03	MAE	9.644	9.828	9.273	10.272	8.865
	RMSE	12.824	12.794	11.412	11.583	11.224
Mean 0, variance 0.04	MAE	10.720	10.532	10.023	11.091	9.942
	RMSE	13.983	13.627	12.349	12.622	12.180
Mean 0, variance 0.05	MAE	11.365	11.284	10.892	12.022	10.957
	RMSE	14.921	14.532	13.200	14.177	13.284