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. Author manuscript; available in PMC: 2011 Jun 1.
Published in final edited form as: J Mol Graph Model. 2010 Apr 3;28(8):899–903. doi: 10.1016/j.jmgm.2010.03.010

Figure 4.

Figure 4

ROC curves relative to the analysis of an external dataset of compounds with reported CNS activity of lack thereof. The area under the curve is 0.95 and 0.97 respectively, indicating a very high predictive power for both models. A perfect model would have an area of 1, while a random model, denoted by the diagonal line, would have an area of 0.5.