BioMed Research International / 2015 / Article / Tab 11

Research Article

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

Table 11

Detailed BER results for each time point for the best 6 supervised classifiers when using the leave-one-patient-out method on imputed perfusion features. The decision moment marked by bold font.

BER on perfusion Random forests dLDA SVM-lin LogitBoost RobustBoost SVM-mlp

0 0 0
0 0 0
0 0 0.25
0.125 0 0.125
0.171 0.071 0
L 0.127 0.043 0.109
0.214 0.130 0.279
0.389 0.444 0.417
0.373 0.418 0.281
0.412 0.475 0.512
0.625 0.687 0.562
0.567 0.567 0.567
0.5 0.5 0.5
0.5 0.5 0.5
0.333 0.333 0.333
0.5 0.5 0.25
0.5 0.5 0