Table 6 Success rate (%) of the methods on real data sets.
From: DNA barcode analysis: a comparison of phylogenetic and statistical classification methods
Data set | NJ | PhyML | 1-NN | CART | RF | Kernel |
|---|---|---|---|---|---|---|
Astraptes | 99.36 | 99.36 * | 99.36 | 98.22 | 99.36 | 99.57* |
Cowries (species) | 95.45 * | 93.40 | 95.45 * | 78.40 | 94.65 | 94.45 |
Cowries (species and subspecies) | 91.10 | 86.37 | 91.31 | 72.38 | 91.41 * | 89.20 |
Amazonian Butterflies (barcode) | 91.73 | 91.20 | 90.40 | 75.47 | 92.00 | 92.80* |
Amazonian Butterflies (mtDNA) | 91.47 | 91.2 | 91.73 | 71.20 | 92.00 | 93.60* |
Amazonian Butterflies (nuclear gene) | 87.74 | 90.32 * | 90.32 * | 52.90 | 80.64 | 89.03 |