基于机器学习算法:朴素贝叶斯和SVM 分类-垃圾邮件识别系统(含Python工程全源码)

上传者: 31136513 | 上传时间: 2024-03-06 16:41:14 | 文件大小: 28.64MB | 文件类型: ZIP
本项目基于朴素贝叶斯和SVM 分类模型,通过对垃圾邮件和正常邮件的数据训练,进行相关词汇词频的统计分析,实现垃圾邮件的识别功能。本项目包括3个模块:数据模块、模型构建、附加功能。需要Python 3.6 及以上配置,在Windows 环境下载Anaconda 完成Python 所需的配置,也可以下载虚拟机在Linux 环境下运行代码。从github 网站下载与python PIL 库配搭使用的文字引擎pytesseract,将PIL 文件夹里的.py 文件,改为相应pytesseract.exe 路径。注册百度云账号,分别建立图像文字识别和图像识别的小程序。

文件下载

资源详情

( 2000 个子文件 28.64MB ) 基于机器学习算法:朴素贝叶斯和SVM 分类-垃圾邮件识别系统(含Python工程全源码)
1 1.83KB
1 1.47KB
1 320B
1 208B
10 2.40KB
10 909B
10 528B
10 120B
100 1.92KB
100 1.77KB
1000 1.63KB
1000 1009B
1001 1.88KB
1001 1.20KB
1002 3.02KB
1002 1.22KB
1003 2.99KB
1003 1.25KB
1004 2.89KB
1004 1.26KB
1005 1.17KB
1006 1.47KB
1006 1.26KB
1007 3.05KB
1007 1.25KB
1008 3.22KB
1008 688B
1009 1.28KB
1009 909B
101 1.68KB
101 861B
1010 1.38KB
1010 1.14KB
1011 1.24KB
1011 736B
1012 1.54KB
1012 1.40KB
1013 1.35KB
1013 1.13KB
1014 1.24KB
1014 1.04KB
1015 1.54KB
1015 1.03KB
1016 1.43KB
1016 753B
1017 1.35KB
1017 1.13KB
1018 1.68KB
1018 1.41KB
1019 1.29KB
1019 1.25KB
102 1.68KB
102 1.26KB
1020 1.82KB
1020 1.08KB
1021 1.76KB
1021 1.63KB
1022 2.86KB
1022 672B
1023 2.55KB
1023 708B
1024 1.27KB
1024 1.05KB
1025 1.42KB
1025 1.05KB
1026 1.60KB
1026 1.04KB
1027 1.67KB
1027 1.03KB
1028 2.26KB
1028 1.05KB
1029 2.98KB
1029 1.06KB
103 1.33KB
103 1.13KB
1030 1.31KB
1030 1.08KB
1031 1.34KB
1031 801B
1032 1.97KB
1032 1.05KB
1033 1.17KB
1033 1.06KB
1034 2.92KB
1034 1.24KB
1035 1.57KB
1035 1.29KB
1036 1.68KB
1036 949B
1037 2.08KB
1037 1.78KB
1038 2.77KB
1038 959B
1039 2.09KB
1039 1.06KB
104 1.49KB
104 870B
1040 1.67KB
1040 1.08KB
1041 1.28KB
......
文件过多,未全部展示
[{"title":"( 2000 个子文件 28.64MB ) 基于机器学习算法:朴素贝叶斯和SVM 分类-垃圾邮件识别系统(含Python工程全源码)","children":[{"title":"1 <span style='color:#111;'> 1.83KB </span>","children":null,"spread":false},{"title":"1 <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"1 <span style='color:#111;'> 320B </span>","children":null,"spread":false},{"title":"1 <span style='color:#111;'> 208B </span>","children":null,"spread":false},{"title":"10 <span style='color:#111;'> 2.40KB </span>","children":null,"spread":false},{"title":"10 <span style='color:#111;'> 909B </span>","children":null,"spread":false},{"title":"10 <span style='color:#111;'> 528B </span>","children":null,"spread":false},{"title":"10 <span style='color:#111;'> 120B </span>","children":null,"spread":false},{"title":"100 <span style='color:#111;'> 1.92KB </span>","children":null,"spread":false},{"title":"100 <span style='color:#111;'> 1.77KB </span>","children":null,"spread":false},{"title":"1000 <span style='color:#111;'> 1.63KB </span>","children":null,"spread":false},{"title":"1000 <span style='color:#111;'> 1009B </span>","children":null,"spread":false},{"title":"1001 <span style='color:#111;'> 1.88KB </span>","children":null,"spread":false},{"title":"1001 <span style='color:#111;'> 1.20KB </span>","children":null,"spread":false},{"title":"1002 <span style='color:#111;'> 3.02KB </span>","children":null,"spread":false},{"title":"1002 <span style='color:#111;'> 1.22KB </span>","children":null,"spread":false},{"title":"1003 <span style='color:#111;'> 2.99KB </span>","children":null,"spread":false},{"title":"1003 <span style='color:#111;'> 1.25KB </span>","children":null,"spread":false},{"title":"1004 <span style='color:#111;'> 2.89KB </span>","children":null,"spread":false},{"title":"1004 <span style='color:#111;'> 1.26KB </span>","children":null,"spread":false},{"title":"1005 <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"1006 <span style='color:#111;'> 1.47KB </span>","children":null,"spread":false},{"title":"1006 <span style='color:#111;'> 1.26KB </span>","children":null,"spread":false},{"title":"1007 <span style='color:#111;'> 3.05KB </span>","children":null,"spread":false},{"title":"1007 <span style='color:#111;'> 1.25KB </span>","children":null,"spread":false},{"title":"1008 <span style='color:#111;'> 3.22KB </span>","children":null,"spread":false},{"title":"1008 <span style='color:#111;'> 688B </span>","children":null,"spread":false},{"title":"1009 <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false},{"title":"1009 <span style='color:#111;'> 909B </span>","children":null,"spread":false},{"title":"101 <span style='color:#111;'> 1.68KB </span>","children":null,"spread":false},{"title":"101 <span style='color:#111;'> 861B </span>","children":null,"spread":false},{"title":"1010 <span style='color:#111;'> 1.38KB </span>","children":null,"spread":false},{"title":"1010 <span style='color:#111;'> 1.14KB </span>","children":null,"spread":false},{"title":"1011 <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"1011 <span style='color:#111;'> 736B </span>","children":null,"spread":false},{"title":"1012 <span style='color:#111;'> 1.54KB </span>","children":null,"spread":false},{"title":"1012 <span style='color:#111;'> 1.40KB </span>","children":null,"spread":false},{"title":"1013 <span style='color:#111;'> 1.35KB </span>","children":null,"spread":false},{"title":"1013 <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"1014 <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"1014 <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"1015 <span style='color:#111;'> 1.54KB </span>","children":null,"spread":false},{"title":"1015 <span style='color:#111;'> 1.03KB </span>","children":null,"spread":false},{"title":"1016 <span style='color:#111;'> 1.43KB </span>","children":null,"spread":false},{"title":"1016 <span style='color:#111;'> 753B </span>","children":null,"spread":false},{"title":"1017 <span style='color:#111;'> 1.35KB </span>","children":null,"spread":false},{"title":"1017 <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"1018 <span style='color:#111;'> 1.68KB </span>","children":null,"spread":false},{"title":"1018 <span style='color:#111;'> 1.41KB </span>","children":null,"spread":false},{"title":"1019 <span style='color:#111;'> 1.29KB </span>","children":null,"spread":false},{"title":"1019 <span style='color:#111;'> 1.25KB </span>","children":null,"spread":false},{"title":"102 <span style='color:#111;'> 1.68KB </span>","children":null,"spread":false},{"title":"102 <span style='color:#111;'> 1.26KB </span>","children":null,"spread":false},{"title":"1020 <span style='color:#111;'> 1.82KB </span>","children":null,"spread":false},{"title":"1020 <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"1021 <span style='color:#111;'> 1.76KB </span>","children":null,"spread":false},{"title":"1021 <span style='color:#111;'> 1.63KB </span>","children":null,"spread":false},{"title":"1022 <span style='color:#111;'> 2.86KB </span>","children":null,"spread":false},{"title":"1022 <span style='color:#111;'> 672B </span>","children":null,"spread":false},{"title":"1023 <span style='color:#111;'> 2.55KB </span>","children":null,"spread":false},{"title":"1023 <span style='color:#111;'> 708B </span>","children":null,"spread":false},{"title":"1024 <span style='color:#111;'> 1.27KB </span>","children":null,"spread":false},{"title":"1024 <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"1025 <span style='color:#111;'> 1.42KB </span>","children":null,"spread":false},{"title":"1025 <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"1026 <span style='color:#111;'> 1.60KB </span>","children":null,"spread":false},{"title":"1026 <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"1027 <span style='color:#111;'> 1.67KB </span>","children":null,"spread":false},{"title":"1027 <span style='color:#111;'> 1.03KB </span>","children":null,"spread":false},{"title":"1028 <span style='color:#111;'> 2.26KB </span>","children":null,"spread":false},{"title":"1028 <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"1029 <span style='color:#111;'> 2.98KB </span>","children":null,"spread":false},{"title":"1029 <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"103 <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"103 <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"1030 <span style='color:#111;'> 1.31KB </span>","children":null,"spread":false},{"title":"1030 <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"1031 <span style='color:#111;'> 1.34KB </span>","children":null,"spread":false},{"title":"1031 <span style='color:#111;'> 801B </span>","children":null,"spread":false},{"title":"1032 <span style='color:#111;'> 1.97KB </span>","children":null,"spread":false},{"title":"1032 <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"1033 <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"1033 <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"1034 <span style='color:#111;'> 2.92KB </span>","children":null,"spread":false},{"title":"1034 <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"1035 <span style='color:#111;'> 1.57KB </span>","children":null,"spread":false},{"title":"1035 <span style='color:#111;'> 1.29KB </span>","children":null,"spread":false},{"title":"1036 <span style='color:#111;'> 1.68KB </span>","children":null,"spread":false},{"title":"1036 <span style='color:#111;'> 949B </span>","children":null,"spread":false},{"title":"1037 <span style='color:#111;'> 2.08KB </span>","children":null,"spread":false},{"title":"1037 <span style='color:#111;'> 1.78KB </span>","children":null,"spread":false},{"title":"1038 <span style='color:#111;'> 2.77KB </span>","children":null,"spread":false},{"title":"1038 <span style='color:#111;'> 959B </span>","children":null,"spread":false},{"title":"1039 <span style='color:#111;'> 2.09KB </span>","children":null,"spread":false},{"title":"1039 <span style='color:#111;'> 1.06KB </span>","children":null,"spread":false},{"title":"104 <span style='color:#111;'> 1.49KB </span>","children":null,"spread":false},{"title":"104 <span style='color:#111;'> 870B </span>","children":null,"spread":false},{"title":"1040 <span style='color:#111;'> 1.67KB </span>","children":null,"spread":false},{"title":"1040 <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"1041 <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多,未全部展示</span>","children":null,"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
服务器状态检查中...