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
L + 5	0	0	0	0	0	0
L + 4	0	0	0	0	0	0
L + 3	0	0	0	0	0	0.25
L + 2	0.25	0.25	0.125	0.25	0.25	0.25
L + 1	0	0	0	0	0	0
L	0.562	0.504	0.609	0.587	0.543	0.569
L − 1	0.293	0.337	0.380	0.315	0.293	0.359
L − 2	0.389	0.389	0.389	0.389	0.389	0.389
L − 3	0.436	0.436	0.381	0.436	0.436	0.336
L − 4	0.55	0.55	0.612	0.55	0.55	0.55
L − 5	0.687	0.687	0.562	0.687	0.687	0.687
L − 6	0.433	0.433	0.533	0.6	0.433	0.433
L − 7	0.75	0.75	0.875	0.75	0.75	0.75
L − 8	0.667	0.667	0.667	0.667	0.667	0.667
L − 9	0.667	0.167	0.667	0.667	0.667	0.667
L − 10	0.75	0.75	0.25	0.75	0.75	0.75
L − 11	1	1	1	0.5	1	1