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