Table 1 Comparison of models based on their predictive accuracy (%) using each data source separately.
From: Gene function classification using Bayesian models with hierarchy-based priors
Accuracy (%) | SEQ | STR | SIM | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Â | Level 1 | Level 2 | Level 3 | Level 1 | Level 2 | Level 3 | Level 1 | Level 2 | Level 3 |
Baseline | 42.56 | 21.21 | 8.15 | 42.56 | 21.21 | 8.15 | 42.56 | 21.21 | 8.15 |
MNL | 60.25 | 33.99 | 20.93 | 50.98 | 25.14 | 15.87 | 69.10 | 45.79 | 30.76 |
treeMNL | 59.27 | 34.13 | 18.26 | 52.67 | 27.39 | 16.29 | 67.70 | 45.93 | 30.34 |
corMNL | 61.10 | 35.96 | 21.21 | 52.81 | 27.95 | 16.71 | 70.51 | 47.19 | 30.90 |