Table 10: Detailed BER results for each time point for the best 6 supervised classifiers when using the leave-one-patient-out method on complete spectroscopy features. The decision moment marked by bold font. Some time points do not have results because there were no complete spectroscopy measurements.

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

L
0.5 0.562 0.687
0.625 0.75 0.875
0.5 0.5 0.25
0.5 0.5 1
1 1 1
0.5 0.5 0.5
0 0 0
1 1 0
1 1 0