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. 2017 May 17;13:39. doi: 10.1186/s13007-017-0190-6

Table 1.

Results of discriminant models using full mid-infrared transmittance spectra of sample sets 1 and 2

Models Sample set 1 Sample set 2
Para Calb (%) Prec (%) Par Cal (%) Pre (%)
PLS-DA 4 100 85 10 100 100
SVM (1.7411, 0.0118) 100 80 (84.4485, 0.0039) 100 92.5
ELM 22 100 92.5 60 92.5 90

aPar means the parameters of the models, the number of LVs for PLS-DA, (C, g) for SVM and number of neurons for ELM

bCal means the calibration set

cPre means the prediction set