Table 7. Performance results for very preterm newborns.
Model variables | Mean accuracy | Mean kappa | Accuracy of prediction | 95% CI | No information rate | p-value | Sensitivity | Specificity |
---|---|---|---|---|---|---|---|---|
Thro, Ht, Leu, pH, A5 |
0.898 | 0.76 | 0.972 | (0.855, 0.999) | 0.694 | 3e-05 | 1.0 | 0.96 |
Thro, Ht, Leu, pH, A1 |
0.9 | 0.77 | 0.944 | (0.813, 0.993) |
0.694 | 0.0003 | 1.0 | 0.92 |
Thro, Ht, Leu, pCO2, A5 | 0.879 | 0.72 | 0.889 | (0.739, 0.969) | 0.694 | 0.006 | 0.818 | 0.92 |
Thro, Ht, Leu, pCO2, A1 | 0.892 | 0.752 | 0.944 | (0.813, 0.993) | 0.694 | 0.0003 | 1.0 | 0.92 |
Thro, Ht, Leu, CBF, A1 | 0.891 | 0.765 | 0.909 | (0.708, 0.989) | 0.636 | 0.004 | 0.875 | 0.929 |
Thro, Ht, Leu, A1, SaO2 |
0.864 | 0.676 | 0.931 | (0.772, 0.992) |
0.69 | 0.002 | 0.889 | 0.95 |