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测试数据集,监察数据集,数据挖掘常用的数据集

热度:66   发布时间:2016-05-05 16:03:15.0
测试数据集,监督数据集,数据挖掘常用的数据集

常用的基本上UCI和w3c的。关于源代码,网上有很多公开源码的算法包,例如最为著名的Weka,MLC++等。Weka还在不断的更新其算法,下载地址:
http://www.cs.waikato.ac.nz/ml/weka/

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


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



kdnuggets 相关链接数据集(借花献佛了):
http://www.kdnuggets.com/datasets/index.html

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