BioMed Research International / 2015 / Article / Tab 13

Research Article

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

Table 13

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

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

0 0 0
0 0 0
0 0 0.25
0.25 0.25 0.25
0 0 0
L0.5620.5040.6090.587 0.543 0.569
0.315 0.293 0.359
0.389 0.389 0.389
0.436 0.436 0.336
0.55 0.55 0.55
0.687 0.687 0.687
0.6 0.433 0.433
0.75 0.75 0.75
0.667 0.667 0.667
0.667 0.667 0.667
0.75 0.75 0.75
0.5 1 1