Partition model’s performance using % predicted change in FEV1
Measure | Training | Validation | Definition |
Entropy R2 | 0.715 | 0.715 | ![]() |
Generalized R2 | 0.934 | 0.934 | ![]() |
Mean −log p | 0.446 | 0.445 | ![]() |
RASE | 0.381 | 0.382 | ![]() |
Mean Abs Dev | 0.268 | 0.268 | ![]() |
Misclassification rate | 0.20 | 0.21 | ![]() |
N | 17 543 | 7, 4, 68 | n |
FEV1, forced expiratory volume in 1 s; Mean Abs Dev, mean absolute deviance; RASE, square root of the mean squared prediction error.