Sentiment Classification Using N-Gram Inverse Document Frequency and Automated Machine Learning.

Rungroj Maipradit,Hideaki Hata,Kenichi Matsumoto

IEEE Software（2019）

引用 21|浏览21

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摘要

We propose a sentiment classification method with a general machine-learning framework. In comparison to publicly available data sets, our method achieved the highest F1 values in positive and negative sentences on all data sets.

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关键词

Classification,Machine learning,Feature extraction,Software engineering,Training data,Sentiment analysis,Machine learning

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