Detecting Anomalies in Meteorological Data Using Support Vector Regression

Table 9

Comparison of SVR estimation accuracy with neighboring stations selected randomly or by MOGA.

Weather element	Random	MOGA
Wind direction	50.390	48.499
Wind speed	2.523	2.513
Temperature	0.970	0.902
Humidity	5.216	5.038
Atmospheric pressure	1.066	1.063
Hourly precipitation	0.847	0.762
Rainfall occurrence	0.028	0.026