A Quick Negative Selection Algorithm for One-Class Classification in Big Data Era

Algorithm 2

Mapper .

Input: Detector set D, Split data T

Output: Intermediate Value IV

() foreach in

()    foreach in

()      Compute the Euclidean distance between and

()      if   <

()        is Noself Antigen, .Label = 0

()        go to line ()

()      is Self Antigen, .Label = 1

() IV.Value =

() return IV