Table 2.
The effects of parameters θ1,θ2, γ1, and γ2 on the results of GRL2, 1-NMF (a) α1 = 0.5, α2 = 0.5, γ1 = 1, and γ2 = 0 (b) α1 = 0.5,α2 = 0.5, θ1 = 1,and θ2 = 0
θ1 | θ2 | AUCs of 5-CV | γ1 | γ2 | AUC of 5-CV | ||
---|---|---|---|---|---|---|---|
SMGM_1 | 0.1 | 0.9 | 0.9263 | SDGD_1 | 0.1 | 0.9 | 0.9276 |
SMGM_2 | 0.2 | 0.8 | 0.9264 | SDGD_2 | 0.2 | 0.8 | 0.9276 |
SMGM_3 | 0.3 | 0.7 | 0.9267 | SDGD_3 | 0.3 | 0.7 | 0.9276 |
SMGM_4 | 0.4 | 0.6 | 0.9268 | SDGD_4 | 0.4 | 0.6 | 0.9276 |
SMGM_5 | 0.5 | 0.5 | 0.9270 | SDGD_5 | 0.5 | 0.5 | 0.9276 |
SMGM_6 | 0.6 | 0.4 | 0.9270 | SDGD_6 | 0.6 | 0.4 | 0.9276 |
SMGM_7 | 0.7 | 0.3 | 0.9271 | SDGD_7 | 0.7 | 0.3 | 0.9276 |
SMGM_8 | 0.8 | 0.2 | 0.9272 | SDGD_8 | 0.8 | 0.2 | 0.9276 |
SMGM_9 | 0.9 | 0.1 | 0.9272 | SDGD_9 | 0.9 | 0.1 | 0.9276 |
SMGM_10 | 1 | 0 | 0.9276 | SDGD_10 | 1 | 0 | 0.9276 |