双目标函数支持向量机在情感分析中的应用
Application of Twin Objective Function SVM in Sentiment Analysis
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摘要: 针对单目标函数支持向量机在情感分析中应用的不足, 采取两种双目标函数支持向量机NPSVM和TWSVM进行情感分类应用研究.实验表明双目标函数支持向量机在应用于情感分析中, 其精度和稳定性具有明显优势.Abstract: The paper studies sentiment analysis by applying the twin objective function SVM, including NPSVM and TWSVM. From the experiments, we concluded that twin objective function SVM are prior to single objective function SVM in accuracy and stability.
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