spam-classification--matlab

所属分类:matlab编程
开发工具:matlab
文件大小:133KB
下载次数:158
上传日期:2013-12-10 16:40:29
上 传 者Anymake
说明:  机器学习中的垃圾邮件分类程序,用matlab做的。从以下链接下载垃圾邮件数据(spam data):(数据已下载,放在spambase.zip) http://www-stat.stanford.edu/~tibs/ElemStatLearn/index.html 该数据包含57个邮件信息相关的变量,每条邮件可以被分类为垃圾邮件(Y=1)和非垃圾邮件(Y=0)。输出Y的值在文件中每一列的末尾。练习的目标是要预测电子邮件是否为垃圾邮件。
(Machine Learning spam classification procedures, using matlab to do. Data (spam data) from the following link to download the junk mail: (data has been downloaded, put spambase.zip) http://www-stat.stanford.edu/ ~ tibs/ElemStatLearn/index.html The data includes 57 e-mail messages related variables, each message can be classified as spam (Y = 1) and non-spam (Y = 0). Y value of the output end of each column in the file. The goal is to predict exercise email is spam.)

文件列表:
spambase\LDA.asv (1262, 2013-11-24)
spambase\LDA.m (1271, 2013-11-24)
spambase\naiveBayes.m (1189, 2013-11-24)
spambase\naiveBayes_gaussian.m (1619, 2013-11-24)
spambase\QDA.asv (979, 2013-11-22)
spambase\QDA.m (1305, 2013-11-24)
spambase\spambase.data (702942, 1999-08-16)
spambase\spambase.DOCUMENTATION (6429, 1999-08-17)
spambase\spambase.names (3566, 1999-08-17)
spambase\spamdetect.m (2280, 2013-11-24)
垃圾邮件分类报告.docx (18200, 2013-12-10)
spambase (0, 2013-11-25)

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