數據挖掘科研數據集

 

1、氣候監測數據集 http://cdiac.ornl.gov/ftp/ndp026b

2、幾個實用的測試數據集下載的網站

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
在下面的網址可以找到reuters數據集http://www.research.att.com/~lewis/reuters21578.html

以下網址上有各種數據集:
http://kdd.ics.uci.edu/summary.data.type.html

進行文本分類,還有一個數據集是可以用的,即rainbow的數據集
http://www-2.cs.cmu.edu/afs/cs/project/theo-11/www/naive-bayes.html

3、找了很多測試數據集,寫論文的同志們肯定需要的,至少能用來檢驗算法的效果
可能有一些不能訪問,但是總有能訪問的吧:

UCI收集的機器學習數據集
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/

樣本數據庫
http://kdd.ics.uci.edu/
http://www.ics.uci.edu/~mlearn/MLRepository.html

關於基金的數據挖掘的網站
http://www.gotofund.com/index.asp

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

reuters數據集
http://www.research.att.com/~lewis/reuters21578.html

各種數據集:
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/

進行文本分類&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


時間序列數據的網址
http://www.stat.wisc.edu/~reinsel/bjr-data/

apriori算法的測試數據
http://www.almaden.ibm.com/cs/quest/syndata.html

數據生成器的鏈接
http://www.cse.cuhk.edu.hk/~kdd/data_collection.html
http://www.almaden.ibm.com/cs/quest/syndata.html


關聯:
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

金融數據:
http://lisp.vse.cz/pkdd99/Challenge/chall.htm

 

另一個人提供的
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
在下面的網址可以找到reuters數據集
http://www.research.att.com/~lewis/reuters21578.html

以下網址上有各種數據集:
http://kdd.ics.uci.edu/summary.data.type.html

進行文本分類,還有一個數據集是可以用的,即rainbow的數據集
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 相關鏈接數據集(借花獻佛了):
http://www.kdnuggets.com/datasets/index.html

你也可以到http://blogger.org.cn/blog/more.asp?name=idmer&id=24017
察看kdnuggets 數據集資源的詳細介紹。

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