基于LIB-SVM的项目文本自动分类系统研究

Research for Classification System of projects text based on LIB-SVM

SVM是一种基于统计学习理论的新型机器学习方法,在文本分类领域能够取得很好的效果。对科研项目实施过程中生成的文本进行准确分类,有助于科研项目的科学管理与监督。本文利用LIB-SVM设计并实现了一个科研项目文本自动分类系统,实验结果表明,该系统能够对项目文本准确分类,方法实用有效。

SVM is a new machine learning method based on statistical learning theory, can achieve very good results in text classification.？An accurate classification of the scientific project text contributes to scientific management and supervision of scientific project. A automatic classification system of projects text based LIB-SVM is designed and implemented, and experimental results show that the system can projects an accurate text classification, the method is practical and effective.