A sentiment classification model based on multiple classifiers

详细信息    查看全文

• 作者：Cagatay Catal ; ^{c.catal@iku.edu.tr} ; Mehmet Nangir ^{mehmetnangir@gmail.com}
• 关键词：Sentiment classification ; Opinion mining ; Multiple classifier systems ; Ensemble of classifiers ; Machine learning
• 刊名：Applied Soft Computing
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：50
• 期：Complete
• 页码：135-141
• 全文大小：1028 K
• 卷排序：50

文摘

We developed a model for sentiment classification. Validation was performed on three datasets. Bagging, Naive Bayes and Support Vector Machines were used. We showed that multiple classifier systems increase the performance of sentiment classification.