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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