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