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Bag-level active multi-instance learning

Published • Jul 1, 2011
NobleIDNI6P67W67R46S68
Authors:
Jian Fu
,
Jian Yin

Abstract

Multi-Instance Learning (MIL) is a special scheme in machine learning. In recent research it is successfully applied in text classification problem. However, MIL is naturally semi-supervised since the instances labels are unknown for positive bags, which would cut down the accuracy of predictors, or...

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