Table 1. Classification performance of using independent test set.
Training set | Test set | 10-fold cross validation on training set | Accuracy on test set |
---|---|---|---|
SpectraLib1 | SpectraLib2 | 94.68 ± 0.34% | 92.41% |
SpectraLib2 | SpectraLib1 | 97.05 ± 0.15% | 93.29% |
SpectraSet1 consisting of 28352 spectra extracted from Dataset1 (southern cultivars) and SpectraSet2 consisting of 61580 spectra extracted from Dataset2 (northern cultivars).