Research Article

Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View

Algorithm 2

Multi-Granularity View For Computing Reduct (MG-VCR).
Inputs: decision system , , a set of radii .
Outputs: a multigranularity reduct: A.
(1);
(2)  Compute ;
(3)Do
   (1) For to q
    , compute ;
    , ;
    ;
    End
   (2) Record the frequencies of each attribute and select the one with the highest frequency: b;
   (3) ;
   (4) Compute ;
   Until A meets the -constraint;
(4)  Return A.