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. Author manuscript; available in PMC: 2011 Feb 1.
Published in final edited form as: Neuroimage. 2009 Aug 24;49(3):2509–2519. doi: 10.1016/j.neuroimage.2009.08.036

Table 4.

Classification Accuracy by Component Selection Criterion

Criterion Criterion Method 1 Accuracy Eigenvalue Dimension Method 2 Accuracy Eigenvalue Dimension
AIC 65% 5 75% 1
BIC 70% 7 95% 8
LAP 80% 3 90% 3