From: A comparison of machine learning and Bayesian modelling for molecular serotyping
Dataset | BM | GBM | RF | ||||
---|---|---|---|---|---|---|---|
D.36 | Mixtures | 15 | (12.4-17.8) | 5.9 | (4.3-7.8) | 9.1 | (7.1-11.3) |
 | Singles | 4.8 | (4.1-5.5) | 1.5 | (1.1-1.9) | 3.3 | (2.7-3.9) |
 | Combined | 6.5 | (5.8-7.3) | 2.2 | (1.8-2.7) | 4.3 | (3.7-4.9) |
D.73 | Mixtures | 19 | (16.5-21.6) | 12 | (10.0-14.2) | 16 | (13.7-18.4) |
 | Singles | 5.6 | (4.9-6.4) | 5.0 | (4.3-5.7) | 7.1 | (6.3-7.9) |
 | Combined | 8.3 | (7.5-9.1) | 6.4 | (5.7-7.1) | 8.9 | (8.1-9.7) |