Dynamic Nonparametric Random Forest Using Covariance

Algorithm 3

Creation of a Decision Tree Using C4.5.

(1) procedure CREATETREE()

(2) for all do

(3) = ComputeCriteria();

(4) end for

(5) = CalBestAttribute();

(6) = CreateDecisionNode();

(7) = SplitData(, );

(8) for  all do

(9) = CreateTree();

(10) = + ;

(11) end for

(12) return;

(13) end procedure