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Table 3 Accuracy (%) of models on the combined dataset with and without separate scale parameters. Results using SIM alone are provided for comparison.

From: Gene function classification using Bayesian models with hierarchy-based priors

Accuracy (%) SIM only Combined dataset single scale parameter Combined dataset separate scale parameters
  Level 1 Level 2 Level 3 Level 1 Level 2 Level 3 Level 1 Level 2 Level 3
MNL 69.10 45.79 30.76 69.66 48.88 32.02 70.65 49.16 33.71
treeMNL 67.70 45.93 30.34 68.26 46.63 30.34 68.82 46.63 31.74
corMNL 70.51 47.19 30.90 71.49 49.30 32.87 72.75 49.16 34.41