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Avoided biopsies for a rate of CsPCa wrongly classified (false negative rate).
| Missing CsPCa (%) | LR (%) | RR (%) | LASSO (%) | Elastic net (%) | CTree (%) | RF (%) | XGBoost (%) | Nnet (%) |
|---|---|---|---|---|---|---|---|---|
| 5 | 31.9 | 25.8 | 25.1 | 24.7 | Napp | 28.4 | 28.7 | 30.6 |
| 10 | 40.6 | 39 | 40.1 | 40.1 | 33.0 | 41.7 | 41.8 | 41.7 |
Napp not applicable, LR logistic regression, RR ridge regression, CTree classification tree, RF random forest, XGBoost extreme gradient boosting, Nnet neural network.
