Effects of UV-B Radiation on Near-Infrared Spectroscopy and Identification of Puccinia striiformis f. sp. tritici

Table 1

The best indexes for UV-B intensity identification SVM models.

Model number	Model name	Total number of samples	Total number of	Optimal parameters		Overall identification	Overall identification
		for training set	samples for testing set			accuracy of training set/%	accuracy of testing set/%
Model 1	UV-B intensity identification model for CYR31	80	40		0.5	100.00	97.50
Model 2	UV-B intensity identification model for CYR32	80	40		512	100.00	100.00
Model 3	UV-B intensity identification model for CYR33	80	40	1	1024	100.00	87.50
Model 4	UV-B intensity identification model for mixed physiological races	240	120	2	128	100.00	95.83