The Scientific World Journal / 2015 / Article / Alg 5

Research Article

Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift

Algorithm 5

max: maximum limit of classifiers to store in the ensemble.
: Number of base classifiers in the ensemble in each moment.
Add_new_basic_classifier
Drift  detector ()
if (( = “”) or ( = “”))
if ( = ) //
delete_base_classifier
end if
_base_classifier (block)// a new classifier is built.
if ( = “”)
+ 1
end if
end if

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