Official Journal of the Japan Wood Research Society
Table 4 Prediction accuracy of RF and KNN models for Phoebe zhennan samples based on their GC–MS full-spectrum data
Geographical origins | RF | KNN | ||
|---|---|---|---|---|
Training set | Test set | Training set | Test set | |
Hubei | 100 (15/15) | 100 (7/7) | 100 (15/15) | 100 (7/7) |
Sichuan | 100 (29/29) | 100 (13/13) | 100 (29/29) | 100 (13/13) |
Yunnan | 71 (10/14) | 50 (3/6) | 57 (8/14) | 50 (3/6) |
Guizhou | 88 (28/32) | 79 (11/14) | 81 (26/32) | 79 (11/14) |