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. 2014 Jul 29;8:502. doi: 10.3389/fnhum.2014.00502

Figure 9.

Figure 9

Example of how a classifier on a subset of the total sample (light blue circles, dotted line) fails to adequately classify the total sample (dark blue ellipsoids, solid line) though the latter can be classified by itself, even yielding perfect classification accuracy on the smaller subset.