Table 7.

The final results of different sampling methods.

Sampling method	RMSE	R 2	MAE
No sampling	1.315	0.314	1.020
Over sampling	0.63	0.527	0.430
Under sampling	1.138	0.394	0.824
Mixed sampling	0.309	0.790	0.298