TABLE 1. Comparison of 3-Category (AD, MCI, NC) cLassification Results.

Method	Accuracy
LDA with Bayesian	42.4%
LDA with AdaBoost	69.7%
LR with L2 penalty	36.4%
SVM with RBF kernel	57.6%
Regularized LDA with AdaBoost	75.8%