From: PhyloMissForest: a random forest framework to construct phylogenetic trees with missing data
Dataset | %Missing | Non-bootstrap p-values | Bootstrap p-values | PhyloMissForest diff. | |||
---|---|---|---|---|---|---|---|
Vs. AE | Vs. MF | Vs. AE | Vs. MF | Vs. AE | Vs. MF | ||
37x37 | 5% | 0.63 | 0.04 | 0.22 | 0.17 | × | × |
10% | 0.97 | 0.80 | 0.35 | 0.53 | × | × | |
15% | 0.28 | 0.63 | 0.31 | 0.44 | × | × | |
20% | 0.17 | 0.63 | 0.10 | 0.58 | \(\checkmark \) | × | |
25% | 0.08 | 0.11 | 0.06 | 0.17 | \(\checkmark \) | × | |
30% | 0.02 | 0.74 | 0.02 | 0.91 | \(\checkmark \) | × | |
35% | 0.04 | 0.85 | 0.02 | 0.68 | \(\checkmark \) | × | |
40% | 0.01 | 0.74 | 0.03 | 0.68 | \(\checkmark \) | × | |
45% | 0.02 | 0.63 | 0.01 | 0.91 | \(\checkmark \) | × | |
50% | 0.01 | 0.91 | 0.00 | 0.68 | \(\checkmark \) | × | |
55% | 0.00 | 1.00 | 0.01 | 0.39 | \(\checkmark \) | × | |
60% | 0.00 | 0.48 | 0.00 | 0.28 | \(\checkmark \) | × |