Research Article
Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients
Table 5
Weighted BER for the best 6 supervised classifiers trained on imputed features from each MR modality separately.
| Weighted BER | Random forests | dLDA | SVM-lin | LogitBoost | RobustBoost | SVM-mlp |
| Perfusion | 0.294 | 0.311 | 0.275 | 0.289 | 0.265 | 0.282 | Diffusion | 0.277 | 0.327 | 0.322 | 0.277 | 0.277 | 0.380 | Spectroscopy | 0.412 | 0.401 | 0.423 | 0.423 | 0.408 | 0.415 |
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