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. Author manuscript; available in PMC: 2020 Mar 24.
Published in final edited form as: Proc Mach Learn Res. 2019 Aug;106:641–662.

Table 1:

LOMO and LOHMO results. % Total is what percent of intakes are classified at that level, and accuracy is percentage of those intakes correctly classified.

LOMO
LOHMO
% Total Level Accuracy % Total Level Accuracy
Level 1 35.8 86.4 36.0 97.5
Level 2 30.2 85.5 31.9 89.0
Level 3 28.7 77.8 27.2 73.1
Level 4 5.4 74.9 4.9 88.9

Overall (intakes) 83.1 87.7

Meal-level (unweighted) 76.5 91.2
Meal-level (weighted) 80.1 92.3