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

Table 10

Comparison of prediction results of different models.

Model	-squared	RMSE
Multichannel CNN prediction model	0.77	0.86
LSTM prediction model	0.72	0.92
Logistic regression prediction model	0.59	1.10