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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

From: Graph regularized L2,1-nonnegative matrix factorization for miRNA-disease association prediction

 θ1θ2AUCs of 5-CV γ1γ2AUC of 5-CV
SMGM_10.10.90.9263SDGD_10.10.90.9276
SMGM_20.20.80.9264SDGD_20.20.80.9276
SMGM_30.30.70.9267SDGD_30.30.70.9276
SMGM_40.40.60.9268SDGD_40.40.60.9276
SMGM_50.50.50.9270SDGD_50.50.50.9276
SMGM_60.60.40.9270SDGD_60.60.40.9276
SMGM_70.70.30.9271SDGD_70.70.30.9276
SMGM_80.80.20.9272SDGD_80.80.20.9276
SMGM_90.90.10.9272SDGD_90.90.10.9276
SMGM_10100.9276SDGD_10100.9276