Table 4 Mean NRF results (%) and standard deviations for the 201x201 dataset. N/A refers to situations where matrix factorization did not finish execution in an experimental time window of 48 hours
From: PhyloMissForest: a random forest framework to construct phylogenetic trees with missing data
Dataset | %Missing | PhyloMissForest | AutoEncoder | Matrix Factorization | |
|---|---|---|---|---|---|
Non-bootstrap | Bootstrap | ||||
201x201 | 10% | 15.20 ±2 | 14.70 ±2 | 18.81 ±3 | N/A |
15% | 19.02 ±1 | 18.89 ±2 | 23.64 ±2 | N/A | |
20% | 21.16 ±1 | 21.26 ±1 | 25.08 ±1 | N/A | |