Error Correction of Meteorological Data Obtained with Mini-AWSs Based on Machine Learning

Table 5

Experimental results for 5,000 samples.

ML methods	Weighted mean MAE	Weighted mean RMSE	Average time taken to build the model
LR	0.087	0.111	0.17 s
MLP	0.056	0.071	4.39 s
SMOreg	0.083	0.110	32.50 s