Table 1 Prediction performance estimated by performing stratified 10-fold cross-validation 10 times
From: The performance of consumer-grade near infrared spectrometer in traditional Chinese medicine
Group | Data | Method | Accuracy | F1 score | AUC |
|---|---|---|---|---|---|
DZ v.s. HB & HP | PCA scores | FDA | 1 | 1 | 0.9744 |
HB v.s. HP | PCA scores | FDA | 0.9231 | 0.9333 | 0.9125 |
DZ24 v.s. DZ26 | PCA scores | FDA | 0.9070 | 0.8947 | 0.9430 |