1-year risk prediction of ABPA on UK CF Registry (test)
0.687AUCPASS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PASSEvaluation Protocol=5-fold cross-validation, Number of hidden layers=2, Hidden layer size=2002018.10 | 0.687 | — | |
| RETAINEvaluation Protocol=5-fold cross-validation, Number of hidden layers=2, Hidden layer size=2002018.10 | 0.685 | — | |
| RNNEvaluation Protocol=5-fold cross-validation, Number of hidden layers=2, Hidden layer size=2002018.10 | 0.681 | — | |
| HMMEvaluation Protocol=5-fold cross-validation2018.10 | 0.666 | — | |
| MLPEvaluation Protocol=5-fold cross-validation2018.10 | 0.657 | — | |
| HMMEvaluation Protocol=5-fold cross-validation2018.10 | — | 0.62 | |
| MLPEvaluation Protocol=5-fold cross-validation2018.10 | — | 0.601 | |
| PASSEvaluation Protocol=5-fold cross-validation2018.10 | — | 0.64 | |
| RETAINEvaluation Protocol=5-fold cross-validation2018.10 | — | 0.641 | |
| RNNEvaluation Protocol=5-fold cross-validation2018.10 | — | 0.641 |