Evaluation of the Effectiveness of Multiple Machine Learning Methods in Remote Sensing Quantitative Retrieval of Suspended Matter Concentrations: A Case Study of Nansi Lake in North China

Table 6

Algorithm test results of other researchers.

	Algorithm name	Evaluation index
		R^2	MSE
Silveira Kupssinskü et al. [36] conducted experimental comparison results	Linear regression	0.22380	0.04681
	SVR	0.56024	0.02650
	ANN	0.85371	0.00882
	RF	0.85603	0.00867
	Algorithm name	Evaluation index
		RMSE (m^−1)	MRE (%)
Wu et al. [38] conducted experimental comparison results	BPNN	0.24	40
	Single-band model	0.23	36
	RF	0.14	21