MQDF Retrained on Selected Sample Set

Yanwei WANG; Xiaoqing DING; Changsong LIU

doi:10.1587/transinf.E94.D.1933

IEICE Transactions on Information and Systems

Online ISSN : 1745-1361
Print ISSN : 0916-8532

Special Section on Information-Based Induction Sciences and Machine Learning

MQDF Retrained on Selected Sample Set

Yanwei WANG, Xiaoqing DING, Changsong LIU

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Keywords: MQDF retraining, sample selection, sample number regularization, Chinese handwriting recognition

JOURNAL FREE ACCESS

2011 Volume E94.D Issue 10 Pages 1933-1936

DOI https://doi.org/10.1587/transinf.E94.D.1933

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Abstract

This letter has retrained an MQDF classifier on the retraining set, which is constructed by samples locating near classification boundary. The method is evaluated on HCL2000 and HCD Chinese handwriting sets. The results show that the retrained MQDF outperforms MQDF and cascade MQDF on all test sets.

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