Table 2 Comparison of models based on their predictive accuracy (%) for specific coverage (%) provided in parenthesis. The C5 results and the coverage values are from [3].
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 |
| Â | (20) | (18) | (4) | (10) | (1) | (5) | (29) | (26) | (16) |
C5 | 64 | 63 | 41 | 59 | 44 | 17 | 75 | 74 | 69 |
MNL | 81 | 79 | 88 | 83 | 100 | 67 | 96 | 90 | 84 |
treeMNL | 81 | 76 | 70 | 70 | 86 | 69 | 95 | 87 | 84 |
corMNL | 84 | 82 | 89 | 83 | 100 | 73 | 97 | 90 | 82 |