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. 2010 Nov 1;37(11):6084–6095. doi: 10.1118/1.3488894

Table 1.

Comparison of the mean accuracy rate for m=10 to m=20 number of factor loadings for different threshold values ε. Standard deviations in parentheses.

    ε=2000 ε=1500 ε=1000 ε=500
NC versus AD SVM 0.92 (0.02) 0.90 (0.02) 0.87 (0.02) 0.86 (0.02)
Linear 0.92 (0.01) 0.89 (0.01) 0.87 (0.01) 0.85 (0.01)
Quadratic 0.89 (0.01) 0.85 (0.01) 0.87 (0.01) 0.80 (0.02)
NC versus MCI SVM 0.86 (0.01) 0.86 (0.02) 0.85 (0.03) 0.82 (0.02)
Linear 0.83 (0.03) 0.83 (0.02) 0.82 (0.03) 0.80 (0.01)
Quadratic 0.80 (0.02) 0.78 (0.03) 0.77 (0.02) 0.80 (0.02)
NC versus MCI,AD SVM 0.85 (0.01) 0.84 (0.01) 0.83 (0.02) 0.82 (0.01)
Linear 0.79 (0.01) 0.77 (0.01) 0.77 (0.01) 0.75 (0.01)
Quadratic 0.76 (0.01) 0.76 (0.01) 0.76 (0.01) 0.76 (0.01)