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. 2018 Oct 31;23(11):2831. doi: 10.3390/molecules23112831

Table 1.

Discrimination results of Chrysanthemum varieties by different models using full wavelengths and optimal wavelengths.

Models Full Wavelengths Optimal Wavelengths
Parameters 1 Training Testing Parameters Training Testing
SVM (106, 10āˆ’5) 99.83% 94.02% (107, 10āˆ’4) 98.26% 90.03%
LR (L2, 100, liblinear) 99.34% 96.59% (L2, 100, liblinear) 94.35% 85.75%
DCNN (4, 32, 93) 99.98% 99.98% (3, 32, 125) 98.45% 94.27%

1 The parameters of the discriminant models. (c, g) for SVM, (pi, cā€™, optimize_algo) for LR, and (num_convs, num_first_kernels, epoch) for DCNN.