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C-pruner: an improved instance pruning algorithm

Published • May 13, 2004
Authors:
Keping Zhao
,
Shuigeng Zhou
,
Jihong Guan

Abstract

Instance-based learning faces the problem of deciding which instances could be discarded in order to save computation and storage costs. For large instance bases classifier suffers from large memory requirements and slow response. And present noisy instances may deteriorate the classification accura...

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