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Table 1 The effects of parameters α1 and α2 on the results of GRL2, 1-NMF γ1 = 1,γ2 = 0, θ1 = 1,and θ2 = 0

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

 

α1

α2

AUCs of 5-CV

SD12_1

0.1

0.9

0.9276

SD12_2

0.2

0.8

0.9276

SD12_3

0.3

0.7

0.9276

SD12_4

0.4

0.6

0.9276

SD12_5

0.5

0.5

0.9276

SD12_6

0.6

0.4

0.9276

SD12_7

0.7

0.3

0.9276

SD12_8

0.8

0.2

0.9276

SD12_9

0.9

0.1

0.9276