Table 2.

Comparison of leave-one-patient-out classification results to various state-of-the-art methods, on the database used in this work. In case there is no statistically significant difference (at 5% significance) in the class predictions with respect to the top approach (bold), the classification accuracies underlined.

Approach	Accuracy	Sens.	Spec.	Dim.
Proposed	82.0	95.0	48.0	6
LCVP [Häfner et al., 2012]	79.6	94.5	40.4	256
OCLBP [Mäenpää et al., 2002]	70.0	84.6	31.9	6912
JC-MB-LBP [Häfner et al., 2009]	82.7	93.2	55.1	196608