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Accuracy for tests on lab data. Leave one intake out (LOIO) using our classification approach training on lab only or both lab and FL data.
| LOIO (lab) |
LOIO (lab+FL) |
|||
|---|---|---|---|---|
| % Total | Level Accuracy | % Total | Level Accuracy | |
| Level 1 | 20.1 | 89.8 | 27.9 | 91.9 |
| Level 2 | 54.3 | 87.1 | 61.5 | 89.0 |
| Level 3 | 22.0 | 75.0 | 8.8 | 74.0 |
| Level 4 | 3.6 | 70.2 | 1.8 | 62.5 |
|
| ||||
| Overall (intakes) | 84.4 | 88.0 | ||
|
| ||||
| Meal-level (unweighted) | 80.2 | 82.9 | ||
| Meal-level (weighted) | 83.5 | 87.4 | ||
