From: PhyloMissForest: a random forest framework to construct phylogenetic trees with missing data
Dataset | %Missing | NRF scores | p-values | |||
---|---|---|---|---|---|---|
PhyloMissForest | LASSO | DAMBE | vs. LASSO | vs. DAMBE | ||
40x40 | 5% | 2.43 | 20.54 | N/A | 0.00 | N/A |
10% | 7.30 | 21.89 | N/A | 0.00 | N/A | |
15% | 7.43 | 20.00 | N/A | 0.00 | N/A | |
20% | 12.97 | 22.70 | N/A | 0.00 | N/A | |
25% | 12.57 | 23.24 | N/A | 0.00 | N/A | |
30% | 13.65 | 21.35 | N/A | 0.02 | N/A | |
35% | 20.95 | 28.38 | N/A | 0.00 | N/A | |
40% | 17.16 | 24.59 | N/A | 0.00 | N/A | |
45% | 19.19 | 31.89 | N/A | 0.00 | N/A | |
50% | 16.08 | 29.46 | N/A | 0.00 | N/A | |
55% | 27.84 | 32.97 | N/A | 0.03 | N/A | |
60% | 25.68 | 31.89 | N/A | 0.00 | N/A | |
201x201 | 10% | 14.70 | 33.84 | N/A | 0.00 | N/A |
15% | 18.89 | 35.56 | N/A | 0.00 | N/A | |
20% | 21.16 | 34.85 | N/A | 0.00 | N/A |