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A Probabilistic Ensemble Pruning Algorithm

Published • Jan 1, 2006
NobleIDNI3P46W84R60S67
Authors:
Huanhuan Chen
,
Peter Tiňo
,
Xin Yao

Abstract

An ensemble is a group of learners that work together as a committee to solve a problem. However, the existing ensemble training algorithms sometimes generate unnecessary large ensembles, which consume extra computational resource and may degrade the performance. Ensemble pruning algorithm aims to f...

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