数据集-用于数据挖掘、信息检索、知识发现等

分类： 机器学习 数据挖掘2009-11-22 13:09 602人阅读 评论(1) 收藏 举报

1、气候监测数据集 http://cdiac.ornl.gov/ftp/ndp026b

2、几个实用的测试数据集下载的网站

http://www.cs.toronto.edu/~roweis/data.html 
http://www.cs.toronto.edu/~roweis/data.html 
http://kdd.ics.uci.edu/summary.task.type.html 
http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/data/ 
http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/ 
http://www.phys.uni.torun.pl/~duch/software.html 
在下面的网址可以找到reuters数据集http://www.research.att.com/~lewis/reuters21578.html

以下网址上有各种数据集： 
http://kdd.ics.uci.edu/summary.data.type.html

进行文本分类，还有一个数据集是可以用的，即rainbow的数据集 
http://www-2.cs.cmu.edu/afs/cs/project/theo-11/www/naive-bayes.html

3、找了很多测试数据集,写论文的同志们肯定需要的,至少能用来检验算法的效果 
可能有一些不能访问,但是总有能访问的吧：

UCI收集的机器学习数据集 
ftp://pami.sjtu.edu.cn/ 
http://www.ics.uci.edu/~mlearn//MLRepository.htm

statlib 
http://liama.ia.ac.cn/SCILAB/scilabindexgb.htm 
http://lib.stat.cmu.edu/

样本数据库 
http://kdd.ics.uci.edu/ 
http://www.ics.uci.edu/~mlearn/MLRepository.html

关于基金的数据挖掘的网站 
http://www.gotofund.com/index.asp

http://lans.ece.utexas.edu/~strehl/

reuters数据集 
http://www.research.att.com/~lewis/reuters21578.html

各种数据集： 
http://kdd.ics.uci.edu/summary.data.type.html 
http://www.mlnet.org/cgi-bin/mlnetois.pl/?File=datasets.html 
http://lib.stat.cmu.edu/datasets/ 
http://dctc.sjtu.edu.cn/adaptive/datasets/ 
http://fimi.cs.helsinki.fi/data/ 
http://www.almaden.ibm.com/software/quest/Resources/index.shtml 
http://miles.cnuce.cnr.it/~palmeri/datam/DCI/

进行文本分类&WEB 
http://www-2.cs.cmu.edu/afs/cs/project/theo-11/www/naive-bayes.html

http://www.w3.org/TR/WD-logfile-960221.html 
http://www.w3.org/Daemon/User/Config/Logging.html#AccessLog 
http://www.w3.org/1998/11/05/WC-workshop/Papers/bala2.html 
http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/ 
http://www.web-caching.com/traces-logs.html 
http://www-2.cs.cmu.edu/webkb 
http://www.cs.auc.dk/research/DP/tdb/TimeCenter/TimeCenterPublications/TR-75.pdf 
http://www.cs.cornell.edu/projects/kddcup/index.html

时间序列数据的网址 
http://www.stat.wisc.edu/~reinsel/bjr-data/

apriori算法的测试数据 
http://www.almaden.ibm.com/cs/quest/syndata.html

数据生成器的链接 
http://www.cse.cuhk.edu.hk/~kdd/data_collection.html 
http://www.almaden.ibm.com/cs/quest/syndata.html 
关联： 
http://flow.dl.sourceforge.net/sourceforge/weka/regression-datasets.jar 
http://www.almaden.ibm.com/software/quest/Resources/datasets/syndata.html#assocSynData原文地址http://www.cnblogs.com/bobomouse/archive/2007/05/26/760513.html

WEKA： 
http://flow.dl.sourceforge.net/sourceforge/weka/regression-datasets.jar 
1。A jarfile containing 37 classification problems, originally obtained from the UCI repository 
http://prdownloads.sourceforge.net/weka/datasets-UCI.jar 
2。A jarfile containing 37 regression problems, obtained from various sources 
http://prdownloads.sourceforge.net/weka/datasets-numeric.jar 
3。A jarfile containing 30 regression datasets collected by Luis Torgo 
http://prdownloads.sourceforge.net/weka/regression-datasets.jar

癌症基因： 
http://www.broad.mit.edu/cgi-bin/cancer/datasets.cgi

金融数据： 
http://lisp.vse.cz/pkdd99/Challenge/chall.htm

另一个人提供的 
http://www.cs.toronto.edu/~roweis/data.html 
http://kdd.ics.uci.edu/summary.task.type.html 
http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/data/ 
http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/ 
http://www.phys.uni.torun.pl/~duch/software.html 
在下面的网址可以找到reuters数据集 
http://www.research.att.com/~lewis/reuters21578.html

以下网址上有各种数据集： 
http://kdd.ics.uci.edu/summary.data.type.html

进行文本分类，还有一个数据集是可以用的，即rainbow的数据集 
http://www-2.cs.cmu.edu/afs/cs/project/theo-11/www/naive-bayes.html 
Download the Financial Data (~17.5M zipped file, ~67M unzipped data) 
Download the Medical Data (~2M zipped file, ~6M unzipped data) 
http://lisp.vse.cz/pkdd99/Challenge/chall.htm

kdnuggets 相关链接数据集： 
http://www.kdnuggets.com/datasets/index.html

还有另外一个很好的资源网址为：http://kdd.ics.uci.edu/，里面包含的数据资源如下（按应用领域划分）：

Direct Marketing 
  KDD CUP 1998 Data 

GIS 
  Forest CoverType 

Indexing 
  Corel Image Features 
  Pseudo Periodic Synthetic Time Series 

Intrusion Detection 
  KDD CUP 1999 Data 

Process Control 
  Synthetic Control Chart Time Series 

Recommendation Systems 
  Entree Chicago Recommendation Data 

Robots 
  Pioneer-1 Mobile Robot Data 
  Robot Execution Failures 

Sign Language Recognition 
  Australian Sign Language Data 
  High-quality Australian Sign Language Data 

Text Categorization 
  20 Newsgroups Data 
  Reuters-21578 Text Categorization Collection 
  NSF Research Awards Abstracts 199 0-2003 

World Wide Web 
  Microsoft Anonymous Web Data 
  MSNBC Anonymous Web Data 
  Syskill Webert Web Data

这里又找到一个，在一个老外的blog上找到的http://www.fs.fed.us/fire/fuelman/

摘自：http://www.shamoxia.com/html/y2009/490.html

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