Table 9.
Quantiles of the misclassification rates in the 1000 simulated data sets
| 0% | 25% | 50% | 75% | 100% | |
|---|---|---|---|---|---|
| KNN PCs |
0.12 |
0.16 |
0.17 |
0.19 |
0.24 |
| KNN spectra |
0.09 |
0.14 |
0.15 |
0.16 |
0.22 |
| LDA PCs |
0.05 |
0.10 |
0.11 |
0.12 |
0.16 |
| NNet PCs |
0.05 |
0.10 |
0.12 |
0.14 |
0.34 |
| NNet spectra |
0.35 |
0.76 |
0.82 |
0.89 |
0.92 |
| PDA spectra |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
| QDA PCs |
0.00 |
0.01 |
0.01 |
0.01 |
0.03 |
| RForest PCs |
0.03 |
0.06 |
0.07 |
0.08 |
0.14 |
| RForest spectra |
0.11 |
0.16 |
0.17 |
0.19 |
0.25 |
| Tree PCs |
0.13 |
0.18 |
0.20 |
0.22 |
0.31 |
| Tree spectra | 0.22 | 0.29 | 0.31 | 0.33 | 0.44 |