Combining Active and Ensemble Learning for Efficient Classification of Web Documents
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چکیده
منابع مشابه
Combining Active and Ensemble Learning for Efficient Classification of Web Documents
Classification of text remains a challenge. Most machine learning based approaches require many manually annotated training instances for a reasonable accuracy. In this article we present an approach that minimizes the human annotation effort by interactively incorporating human annotators into the training process via active learning of an ensemble learner. By passing only ambiguous instances ...
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ژورنال
عنوان ژورنال: Polibits
سال: 2014
ISSN: 2395-8618,1870-9044
DOI: 10.17562/pb-49-4