The Influence of Data Length on the Performance of Artificial Intelligence Models in Predicting Air Pollution

Table 5

The reliability analysis (RA%) results.

Train, test	Model	RA%
		Training	Testing
60%, 40%	ELM	77.34	75.78
	GBR	76.21	71.19
	GMDHNN	58.123	55.16
55%, 45%	ELM	73.74	74.21
	GBR	77.47	69.76
	GMDHNN	59.123	52.98