Table 7 (abstract O29). Proportion of children with a severe disease course (severe controlled and severe persisting combined) in the test data across 50 re-samples, according to their decile of risk
From: Proceedings of the 23rd Paediatric Rheumatology European Society Congress: part one
Decile of risk | 1) Logistic | 2) Random forest | 3) K-nearest neighbor | 4) Neural network | 5) JIA category alone |
|---|---|---|---|---|---|
First (low) | 0.05 | 0.04 | 0.16 | 0.11 | 0.05 |
Third | 0.05 | 0.05 | 0.05 | 0.09 | 0.06 |
Sixth | 0.10 | 0.13 | 0.17 | 0.10 | 0.32 |
Ninth | 0.43 | 0.45 | 0.29 | 0.41 | 0.36 |
Tenth (high) | 0.91 | 0.88 | 0.51 | 0.74 | 0.37 |
C-Index (95% CI) | 0.85 (0.80, 0.90) | 0.85 (0.82, 0.88) | 0.67 (0.59, 0.75) | 0.75 (0.71, 0.79) | 0.71 (0.65, 0.79) |
Maximum likelihood (95% CI) | −51 (−43, −59) | −58 (−49, −66) | −81 (−61, −100) | −107 (−99, −116) | −69 (−60, −77) |
Pearson (95% CI) | 47 (34, 61) | 45 (37, 53) | 12 (3, 20) | 26 (18, 33) | 13 (7, 19) |