Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients

Table 4

Weighted BER for the best 6 supervised classifiers when using the leave-one-patient-out method with complete features for each MR modality separately.

Weighted BER	Random forests	dLDA	SVM-lin	LogitBoost	RobustBoost	SVM-mlp
Perfusion	0.148	0.256	0.220	0.148	0.148	0.193
Diffusion	0.358	0.259	0.255	0.367	0.367	0.349
Spectroscopy	0.571	0.561	0.600	0.609	0.623	0.629