. Author manuscript; available in PMC: 2015 Jul 6.

Published in final edited form as: Mach Learn Knowl Discov Databases. 2014;8725:50–65. doi: 10.1007/978-3-662-44851-9_4

Table 3.

10-fold cross-validated performance for all proposed approaches on the breast cancer dataset (* indicates significance).

Model	Older	Younger	AUU	Per-fold	Per-fold	SVM^Upl
	AUL	AUL		AUU μ	AUU σ	p-value
SVM^Upl	64.26	45.05	19.21	1.93	0.78	-

Two-Cost	74.30	60.76	13.54	1.45	1.18	0.432
Older-Only	67.70	61.85	5.85	1.03	1.15	0.037 *
Standard	75.35	64.34	11.01	1.26	0.38	0.049 *
Flipped	53.90	49.08	4.82	0.77	0.58	0.020 *
Baseline	66.00	55.00	11.00	1.10	0.21	0.004 *