Research on Community Risk Prediction Model and Management Based on Deep Learning

Table 4

Comparison of model prediction results of different activation functions.

Activation function			RMSE
Sigmoid	0.8456	0.8265	1.1002
Tanh	0.9470	0.8971	1.0688
RelU	0.9697	0.9389	0.8188