U# in the table shows the number of used unlabeled instances.
by applying the classifier form and training method presented in , we defined P(s|x) as We also provided the objective function, J for the parameter estimation of P(s k |x;W, Θ, β ) by using labeled and unlabeled datasets, Here, β (> 0) is a combination weight.