Table 1: Performance parameters on training and validation data.

TrainingValidation DSC
Hinge lossAccuracySpecificitySensitivityMax.DSC() [DSC()]

PCA + linear SVM0.97640.72630.65810.79440.310.010.33820.00050.3310 [0.3039 − 0.2169]
PCA + RBFSVM0.95290.72630.65810.79440.310.010.33820.00050.3310 [0.3039 − 0.2169]
ICA + linear SVM0.12540.95010.94100.95930.310.010.530.010.5295 [0.475 − 0.484]
ICA + RBFSVM0.10830.95150.95730.94570.290.010.440.040.1085 [0.3711 − 0.0559]
Raw + linear SVM2.44290.80260.84460.76050.150.070.300.050.2325 [0.1373 − 0.3058]