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

Table 4

Experimental results for 1,500 samples.

ML methods	Weighted mean MAE	Weighted mean RMSE	Average time taken to build the model
LR	0.062	0.079	0.06 s
MLP	0.041	0.052	1.41 s
SMOreg	0.057	0.077	1.51 s