DLBCL 5-Fold | KNN | SVMs | ||||||
---|---|---|---|---|---|---|---|---|
 | 30 | 60 | 100 | Best Accuracy/# Genes | 30 | 60 | 100 | Best Accuracy/# Genes |
GS2 | 0.881 ± 0.081 | 0.906 ± 0.078 | 0.914 ± 0.074 | 0.916/98 | 0.872 ± 0.081 | 0.918 ± 0.068 | 0.933 ± 0.054 | 0.933/98 |
GS1 | 0.878 ± 0.078 | 0.895 ± 0.075 | 0.903 ± 0.076 | 0.903/100 | 0.861 ± 0.079 | 0.895 ± 0.075 | 0.917 ± 0.066 | 0.918/98 |
Cho's | 0.874 ± 0.085 | 0.909 ± 0.075 | 0.920 ± 0.072 | 0.920/99 | 0.869 ± 0.085 | 0.915 ± 0.068 | 0.930 ± 0.061 | 0.930/99 |
F-test | 0.877 ± 0.079 | 0.893 ± 0.078 | 0.902 ± 0.080 | 0.902/100 | 0.869 ± 0.079 | 0.910 ± 0.074 | 0.925 ± 0.063 | 0.926/95 |
DLBCL LOO | KNN | SVMs | ||||||
 | 30 | 60 | 100 | Best Accuracy/# Genes | 30 | 60 | 100 | Best Accuracy/# Genes |
GS2 | 0.883 | 0.922 | 0.922 | 0.935/70 | 0.896 | 0.961 | 0.948 | 0.961/55 |
GS1 | 0.896 | 0.896 | 0.922 | 0.922/85 | 0.870 | 0.883 | 0.961 | 0.961/81 |
Cho's | 0.883 | 0.922 | 0.922 | 0.935/69 | 0.909 | 0.896 | 0.948 | 0.961/74 |
F-test | 0.896 | 0.896 | 0.883 | 0.922/61 | 0.857 | 0.935 | 0.948 | 0.961/92 |