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. 2025 Feb 26;13:1534216. doi: 10.3389/fchem.2025.1534216

TABLE 5.

Modeling and prediction results based on variable dimensionality reduction methods.

		SWIR						VNIR
		GLC			GLP			GLC			GLP
		R_P ²	MSEP	R_T ²	R_P ²	MSEP	R_T ²	R_P ²	MSEP	R_T ²	R_P ²	MSEP	R_T ²
polysaccharides	DT	0.50	0.49257	0.80	0.63	0.12218	0.72	0.54	0.17276	0.72	0.71	0.17911	0.85
	BP	0.32	0.38350	0.57	0.55	0.14353	0.81	0.57	0.25815	0.64	0.34	0.37401	0.43
	ELM	0.60	0.45253	0.83	0.53	3.02734	0.91	0.69	0.43786	0.95	0.38	2.49455	0.95
ergosterol	DT	0.62	0.00132	0.82	0.70	0.00114	0.74	0.68	0.00101	0.73	0.86	0.00039	0.93
	BP	0.48	0.00183	0.56	0.57	0.00096	0.66	0.58	0.00121	0.80	0.76	0.00087	0.76
	ELM	0.61	0.06103	0.89	0.53	0.01555	0.95	0.65	0.00445	0.92	0.74	0.00282	0.96