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DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework

Pattern-based classification was originally proposed to improve the accuracy using selected frequent patterns, where many efforts were paid to prune a huge number of non-discriminative frequent patterns. On the other hand, tree-based models have shown strong abilities on many classification tasks si...

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Библиографические подробности
Опубликовано в: :Proc SIAM Int Conf Data Min
Главные авторы: Shang, Jingbo, Tong, Wenzhu, Peng, Jian, Han, Jiawei
Формат: Artigo
Язык:Inglês
Опубликовано: 2016
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5287366/
https://ncbi.nlm.nih.gov/pubmed/28163983
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611974348.64
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