. Author manuscript; available in PMC: 2011 Oct 1.

Published in final edited form as: J Biomed Inform. 2010 May 5;43(5):669–685. doi: 10.1016/j.jbi.2010.04.009

Table 7.

Wilcoxon paired-samples signed-rank test comparing the performance of PSMBl-MA with other algorithms at larger training sample sizes of 512 and 1024. See the caption of Table 6 for details.

Performance measure	PSMBl-MS	PSMBg-MA	LR

Misclassification error	-1.400	-1.680	-0.140
Misclassification error	0.161	0.093	0.889

1 – AUC	-1.540	-1.400	-1.260
1 – AUC	0.123	0.161	0.208

Logarithmic loss	-0.560	-1.680	-1.820
Logarithmic loss	0.575	0.093	0.069

Squared error	-0.421	-0.840	-1.260
Squared error	0.674	0.401	0.208

CAL score	-1.820	-1.402	-0.840
CAL score	0.069	0.161	0.401