An Efficient Algorithm for the Detection of Outliers in Mislabeled Omics Data

Algorithm 2

Description of AR-Cstep algorithm.

   k represents the kth iteration, and r represents that the current subset has not been replaced after r iterations.

   While (k<=kmax & r<=2)

   do

    Under , corresponding to each sample is derived. The current criterion function is

   Candidate subset , where

      , is the index of individuals with .

      , is the index of individuals with .

      , , 。

   Under , corresponding to each sample is derived. The corresponding criterion function is

   If then

  If ，then

  U is a random number that obeys the Bernoulli distribution with the parameter p.

   if U=1 then

     else

  end

   end

end