Feature Selection on Elite Hybrid Binary Cuckoo Search in Binary Label Classification

Algorithm 2

Relief algorithm.

Input: binary label dataset D with n cases and d dimensions, Maxiter T

Output: weight vector w

fordo

end

whiledo

 Randomly select an case from the dataset and calculate the distance between nearest cases of the same kind and nearest cases of the different kind ;

 fordo

   generated by formula (11);

  ;

 end

end