Table 24.

Prediction accuracy of the anesthesia emergence duration prediction system with dropout mechanism.

Architecture	Dropout	Testing dataset				Training dataset				Validation dataset
		Mean	Std	Max	Min	Mean	Std	Max	Min	Mean	Std	Max	Min
4-256	Without	0.7836	0.0152	0.8131	0.7650	0.8342	0.0132	0.8581	0.8178	0.7847	0.0157	0.8091	0.7558
	0.1	0.7438	0.0114	0.7632	0.7251	0.8062	0.0135	0.8334	0.7841	0.7462	0.0144	0.7750	0.7178
	0.2	0.6582	0.0090	0.6773	0.6469	0.7194	0.0079	0.7336	0.7088	0.6680	0.0042	0.6743	0.6597
	0.3	0.6073	0.0105	0.6248	0.5916	0.6572	0.0117	0.6752	0.6366	0.6175	0.0087	0.6308	0.6053