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

<table class="algorithm-group"><tr><td><table class="algorithm" id="alg6"><tr><td colspan="2"><b>Delete_base_classifier.</b></td></tr><tr><td colspan="2"><b><i>if</i></b> (there are inactive classifiers) </td></tr><tr><td colspan="2"> Delete an inactive classifiers // Option 1.</td></tr><tr><td colspan="2"><b><i>else if</i></b> (there are no inactive classifiers) </td></tr><tr><td colspan="2"> Delete an active classifiers // Option 2.</td></tr></table></td></tr></table>

The Scientific World Journal

alg6

Algorithm 6

Algorithm 6: Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift 