Table 1.
Performance of trained models and 95% confidence intervals when used to predict symptomatic malaria infected (SM) vs. symptomatic uninfected (SU) children in the test set.
| Any sympt | Any sympt | Fever | Fever | Diarrhea | Diarrhea | |
|---|---|---|---|---|---|---|
| Arm | Foot | Arm | Foot | Arm | Foot | |
| Accuracy % | 75 (43, 94) | 66.7 (35, 90) | 100 (54, 100) | 83.3 (36, 99) | 75 (19, 99) | 75 (19, 99) |
| Sensitivity % | 85.7 (42, 99) | 57.1 (18, 90) | 100 (40, 100) | 100 (40, 100) | 100 (16, 100) | 50 (1.2, 99) |
| Specificity % | 60 (17, 95) | 80 (28, 99) | 100 (16, 100) | 50 (1, 99) | 50 (1.3, 99) | 100 (16, 100) |
| Top Predictors | C5 | C8 | C8 | C5 | C8 | C9 |
| C9 | C31 | C9 | C8 | C9 | C17 | |
| C12 | C44 | C17 | C12 | C17 | C51 | |
| C15 | C49 | C27 | C15 | C52 | C52 | |
| C17 | C50 | C50 | C20 | |||
| C20 | C51 | C51 | C27 | |||
| C22 | C52 | C52 | C31 | |||
| C38 | C55 | C56 | C38 | |||
| C44 | C56 | C44 | ||||
| C49 | C62 | C49 | ||||
| C50 | C50 | |||||
| C52 | C51 | |||||
| C62 | C52 | |||||
| C55 | ||||||
| C62 |
SM with any symptom n = 29, fever n = 18, diarrhea n = 11. SU with any symptom n = 22, fever n = 11, diarrhea n = 9.