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. Author manuscript; available in PMC: 2013 Jun 19.
Published in final edited form as: J Biopharm Stat. 2010 Mar;20(2):415–440. doi: 10.1080/10543400903572829

Figure 5.

Figure 5

Relationship between AUC and number of features included in the model, with sample size varying from 500 to 10,000, when the effect size is weak, using an independent validation set.