Upper-Lower Bounds Candidate Sets Searching Algorithm for Bayesian Network Structure Learning

Algorithm 3

VSTA.

(1) Input: Data set D; Variable set ; ; , where ;

(2) If and

(3)  Orient and delete in ,

(4) Else if and , then

(5)  Orient and delete in ,

(6) End if;

(7) Output .