Research on Real-Time Local Rainfall Prediction Based on MEMS Sensors

Table 4

Prediction performance of the five models.

Model	5 min		10 min		15 min
	MAE	RMSE	MAE	RMSE	MAE	RMSE
ARMA	0.0280	0.0936	0.0544	0.1677	0.0849	0.2469
RF	0.0330	0.1061	0.0634	0.1879	0.0984	0.2829
SVM	0.1262	0.1421	0.2452	0.2728	0.3548	0.3965
BPNNs	0.0351	0.1040	0.0655	0.1833	0.1023	0.2832
LSTM	0.0232	0.0964	0.0450	0.1756	0.0720	0.2525