Table 5. AUC of 8 methods on 1000-SNP data.
FET | chi-2 | LR | IG | FIM | MDR | BEAM | SH | |
---|---|---|---|---|---|---|---|---|
Set1 | 0.84 | 0.83 | 0.84 | 0.75 | 0.84 | 0.54 | 0.77 | 0.69 |
Set2 | 0.85 | 0.85 | 0.81 | 0.70 | 0.83 | 0.63 | 0.74 | 0.61 |
Set3 | 0.85 | 0.84 | 0.80 | 0.60 | 0.74 | 0.53 | 0.68 | 0.59 |
Set4 | 0.77 | 0.76 | 0.79 | 0.76 | 0.85 | 0.76 | 0.69 | 0.62 |
Set5 | 0.75 | 0.76 | 0.73 | 0.66 | 0.68 | 0.54 | 0.59 | 0.70 |
Set6 | 0.79 | 0.77 | 0.80 | 0.70 | 0.67 | 0.62 | 0.77 | 0.63 |
Set7 | 0.65 | 0.63 | 0.68 | 0.71 | 0.68 | 0.61 | 0.61 | 0.56 |
Set8 | 0.72 | 0.73 | 0.71 | 0.81 | 0.64 | 0.71 | 0.70 | 0.62 |
Set9 | 0.78 | 0.76 | 0.84 | 0.70 | 0.71 | 0.61 | 0.65 | 0.62 |
Set10 | 0.87 | 0.86 | 0.86 | 0.81 | 0.80 | 0.69 | 0.72 | 0.68 |
Set11 | 0.74 | 0.73 | 0.72 | 0.73 | 0.79 | 0.63 | 0.71 | 0.66 |
mean | 0.78 | 0.77 | 0.78 | 0.72 | 0.75 | 0.62 | 0.69 | 0.63 |