text-classification

所属分类:matlab编程
开发工具:matlab
文件大小:35KB
下载次数:303
上传日期:2014-01-15 15:46:40
上 传 者wyntabby
说明:  matlab编写的文本分类的程序,可以对已经分好词的文本进行分类,先自己导入数据,用libsvm中的svm进行分类和预测,特征用tfidf算法,还利用卡方检验进行了特征选择,可自行设定阈值。
(matlab prepared text classification program, you can have a good word of text classification, classification and prediction using libsvm in svm, characterized by tfidf algorithm, also used the chi-square test was used for feature selection, you can set thresholds on their own.)

文件列表:
text classification\datatest.txt (281, 2013-10-24)
text classification\datatrain.txt (337, 2013-10-24)
text classification\extractwords.m (404, 2013-10-24)
text classification\inputchinese1.txt (70, 2013-10-23)
text classification\porterStemmer.m (9904, 2013-10-23)
text classification\stopwordchinese.txt (6364, 2009-11-23)
text classification\test.mat (239, 2013-10-23)
text classification\tfidf.m (2723, 2013-10-23)
text classification\worddictionary.m (1547, 2013-10-23)
text classification\wordpredict.asv (525, 2013-10-24)
text classification\wordpredict.m (525, 2013-10-24)
text classification\wordtest.txt (358, 2013-10-24)
text classification\wordtrain.txt (441, 2013-10-24)
text classification\wordtrain_label.mat (195, 2013-10-24)
text classification\文本特征词提取步骤.docx (26967, 2013-10-24)
text classification\新建 文本文档.txt (717, 2013-10-23)
text classification (0, 2013-10-24)

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