Table 1 Experimental setup for the five network-based modeling process

ILMF/LMFH-VH

α

{2⁻⁵, 2⁻⁴…, 2²}

β

{2⁻⁵, 2⁻⁴…, 2⁰}

 λ_v, λ_h

{2⁻⁵, 2⁻⁴…, 2¹}

γ

{2⁻³, 2⁻²…, 2⁰}

k

{20,40,60…100}

KBMF

r

{50,100}

NetLapRLS

gamma_d

{10⁻³, 10,⁻²…, 2⁰}

beta_d, beta_t

{2⁻³, 2,⁻²…, 2⁰}

BLM-NII

combination weight α

{0,0.1,0.2, …, 0.9,1}

CMF

k

{50,100}

regularization coefficient lambda_l

{2⁻², …2¹}

lambda_d, lambda_t

{2⁻³, 2⁻², …2⁵}