Table 1. For K = 3, average RMSEs between true and estimated Q-matrices for simulated datasets.
Asymmetric | Dir(0.2, 0.2, 0.5) | Dir(0.2, 0.2, 0.05) | Dir(0.05, 0.05, 0.01) |
---|---|---|---|
PSIKO | 0.008 | 0.007 | 0.005 |
ADMIXTURE | 0.008 | 0.005 | 0.002 |
sNMF | 0.008 | 0.005 | 0.002 |
STRUCTURE | 0.053 | 0.022 | 0.021 |
Symmetric | Dir(1, 1, 1) | Dir(0.5, 0.5, 0.5) | Dir(0.1, 0.1, 0.1) |
PSIKO | 0.011 | 0.009 | 0.004 |
ADMIXTURE | 0.018 | 0.01 | 0.004 |
sNMF | 0.02 | 0.013 | 0.005 |
STRUCTURE | 0.015 | 0.016 | 0.03 |