Table 11 Average Accuracy of Each Methods with Results of Wilcoxon Signed-Rank Test

Breast

0.821 ^Ref1 (0.069)

0.735 ^Ref2 (0.080)

0.726 ^{1 **} (0.096)

0.769 ^2 ns (0.125)

0.748 ^{1 **}

(0.109)

0.685 ^2 ns (0.068)

0.811 ^1 ns (0.058)

0.739 ^2 ns (0.075)

0.807 ^NA (0.035)

CNS

0.717 ^Ref1 (0.139)

0.633 ^Ref2 (0.139)

0.717^1 ns (0.075)

0.750 ^2 ns (0.059)

0.733^1 ns (0.037)

0.750 ^2 ns (0.083)

0.867 ^1 ns (0.112)

0.767 ^2 ns (0.070)

0.722 ^NA (0.060)

Colon

0.826 ^Ref1 (0.097)

0.842 ^Ref2 (0.143)

0.858^1 ns (0.081)

0.791 ^2 ns (0.071)

0.826^1 ns (0.113)

0.792 ^2 ns (0.086)

0.844 ^1 ns (0.142)

0.760 ^{2 *} (0.089)

0.857 ^NA (0.055)

Leukemia

1.000 ^Ref1 (0.000)

0.943 ^Ref2 (0.060)

0.958^1 ns (0.063)

0.930 ^2 ns (0.051)

0.971^1 ns (0.064)

0.971 ^2 ns (0.064)

0.971 ^1 ns (0.064)

0.971 ^2 ns (0.064)

0.959 ^NA (0.025)

Lung

0.943 ^Ref1 (0.014)

0.935 ^Ref2 (0.021)

0.943^1 ns (0.015)

0.951 ^2 ns (0.013)

0.935^1 ns (0.010)

0.937 ^2 ns (0.026)

0.939 ^1 ns (0.016)

0.921 ^2 ns (0.006)

0.990 ^NA (0.009)

Lymphoma

1.000 ^Ref1 (0.000)

0.980 ^Ref2 (0.027)

0.990^1 ns (0.023)

0.980 ^2 ns (0.027)

0.990^1 ns (0.021)

0.971 ^2 ns (0.043)

1.000 ^{1 NA} (0.000)

0.970 ^2 ns (0.045)

0.977 ^NA (0.028)

MLL

0.953 ^Ref1 (0.048)

0.953 ^Ref2 (0.033)

0.953^1 ns (0.058)

0.888 ^2 ns (0.104)

0.971^1 ns (0.064)

0.962 ^2 ns (0.062)

0.953 ^1 ns (0.058)

0.925 ^2 ns (0.043)

0.943 ^NA (0.033)

SRBCT

0.994 ^Ref1 (0.013)

0.970 ^Ref2 (0.021)

0.988^{1 *} (0.026)

0.982 ^{2 *} (0.026)

0.969^1 ns (0.022)

0.988 ^2 ns (0.017)

0.988 ^1 ns (0.016)

0.939 ^{2 **} (0.066)

0.992 ^NA (0.012)