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Average misclassification rates in a10-fold cross validation
| Algorithm | Misclassification rate |
|---|---|
| KNN PCs |
0.27 |
| KNN spectra |
0.26 |
| LDA PCs |
0.34 |
| NNet spectra |
0.98 |
| NNet PCs |
0.43 |
| PDA spectra |
0.02 |
| QDA PCs |
0.27 |
| RForest PCs |
0.27 |
| RForest spectra |
0.34 |
| Tree PCs |
0.55 |
| Tree spectra | 0.50 |
