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