Study on an improved naive Bayes algorithm in spam filtering
A method of improved support vector machine naive Bayes algorithm was proposed——TSVM-NB algorithm.
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2017-04-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017084/ |
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| _version_ | 1841539518798233600 |
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| author | Lei YANG Cui-ling CAO Jian-guo SUN Li-guo ZHANG |
| author_facet | Lei YANG Cui-ling CAO Jian-guo SUN Li-guo ZHANG |
| author_sort | Lei YANG |
| collection | DOAJ |
| description | A method of improved support vector machine naive Bayes algorithm was proposed——TSVM-NB algorithm. |
| format | Article |
| id | doaj-art-80ba47a190d04668bf5f23e7c786ab59 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2017-04-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-80ba47a190d04668bf5f23e7c786ab592025-01-14T07:12:04ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2017-04-013814014859709233Study on an improved naive Bayes algorithm in spam filteringLei YANGCui-ling CAOJian-guo SUNLi-guo ZHANGA method of improved support vector machine naive Bayes algorithm was proposed——TSVM-NB algorithm.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017084/spam filteringNaive BayesSVMtrim strategy |
| spellingShingle | Lei YANG Cui-ling CAO Jian-guo SUN Li-guo ZHANG Study on an improved naive Bayes algorithm in spam filtering Tongxin xuebao spam filtering Naive Bayes SVM trim strategy |
| title | Study on an improved naive Bayes algorithm in spam filtering |
| title_full | Study on an improved naive Bayes algorithm in spam filtering |
| title_fullStr | Study on an improved naive Bayes algorithm in spam filtering |
| title_full_unstemmed | Study on an improved naive Bayes algorithm in spam filtering |
| title_short | Study on an improved naive Bayes algorithm in spam filtering |
| title_sort | study on an improved naive bayes algorithm in spam filtering |
| topic | spam filtering Naive Bayes SVM trim strategy |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017084/ |
| work_keys_str_mv | AT leiyang studyonanimprovednaivebayesalgorithminspamfiltering AT cuilingcao studyonanimprovednaivebayesalgorithminspamfiltering AT jianguosun studyonanimprovednaivebayesalgorithminspamfiltering AT liguozhang studyonanimprovednaivebayesalgorithminspamfiltering |