Research Article

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

Table 5

Prediction performance based on seasonal rules by the four models.

Model5 min10 min15 min
MAERMSEMAERMSEMAERMSE

RF0.01270.04530.02390.07580.03760.1098
SVM0.07760.08250.12220.13130.16190.1778
BPNNs0.01460.04760.02850.08150.04180.1157
LSTM0.00960.04300.01610.07250.02330.1027