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. 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 2.

Composition of the breast cancer and MI datasets for our motivating applications. In the breast cancer dataset the older subgroup is the target subgroup, and in situ breast cancer is the positive class. In the MI dataset the COX-2 inhibitor subgroup is the target subgroup, and MI is the positive class.



Older Younger COX-2 Inhibitors No COX-2 Inhibitors


In Situ Invasive In Situ Invasive MI No MI MI No MI


132 401 110 264 184 1,776 184 1,776