Comparison of Geographical Traceability of Wild and Cultivated Macrohyporia cocos with Different Data Fusion Approaches

Table 1

The classification efficiency and total accuracy rate of independent decision making.

Data source	Model	Calibration set					Total accuracy (%)	Validation set					Total accuracy (%)
		Class 1	Class 2	Class 3	Class 4	Class 5		Class 1	Class 2	Class 3	Class 4	Class 5
LC-wild	PLS-DA	1	0.91	0.98	1	1	97.50	0.71	0.87	0.94	0.97	0.88	80.95%
	RF	0.50	0.40	0.97	0.91	0.82	70	0.71	0.50	1	0.97	0.86	76.19%
FTIR-wild	PLS-DA	1	1	1	1	1	100	0.66	0.66	1	1	1	80.95%
	RF	0.81	0.40	0.98	1	0.98	82.50	0.69	0.84	1	0.97	1	85.71%
LC-cultivated	PLS-DA	0.95	1	0.99	1	1	97.56	1	1	1	1	1	100%
	RF	0.87	0.93	0.65	1	1	85.37	0.97	1	0.82	1	1	95.24%
FTIR-cultivated	PLS-DA	1	1	1	1	1	100	1	1	1	1	1	100%
	RF	0.93	1	0.85	0.70	1	87.80	1	1	1	1	1	100%