數(shù)據(jù)挖掘中數(shù)據(jù)集資源的收集 DMman按:以下鏈接轉(zhuǎn)自互聯(lián)網(wǎng),鏈接的有效性與可用價值DMman沒有逐個進(jìn)行測試。
收集了一些數(shù)據(jù)集下載的網(wǎng)址,做測試用的。大有用處:
1、氣候監(jiān)測數(shù)據(jù)集 http://cdiac./ftp/ndp026b
2、幾個實(shí)用的測試數(shù)據(jù)集下載的網(wǎng)站
http://www.cs./~roweis/data.html http://www.cs./~roweis/data.html http://kdd.ics./summary.task.type.html http://www-2.cs./afs/cs./project/theo-20/www/data/ http://www-2.cs./afs/cs./project/theo-11/www/wwkb/ http://www.phys.uni./~duch/software.html 在下面的網(wǎng)址可以找到reuters數(shù)據(jù)集http://www.research./~lewis/reuters21578.html
以下網(wǎng)址上有各種數(shù)據(jù)集: http://kdd.ics./summary.data.type.html
進(jìn)行文本分類,還有一個數(shù)據(jù)集是可以用的,即rainbow的數(shù)據(jù)集 http://www-2.cs./afs/cs/project/theo-11/www/naive-bayes.html
3、找了很多測試數(shù)據(jù)集,寫論文的同志們肯定需要的,至少能用來檢驗(yàn)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(jī)器學(xué)習(xí)數(shù)據(jù)集 ftp://pami./ http://www.ics./~mlearn//MLRepository.htm
statlib http://liama./SCILAB/scilabindexgb.htm http://lib.stat./
樣本數(shù)據(jù)庫 http://kdd.ics./ http://www.ics./~mlearn/MLRepository.html
關(guān)于基金的數(shù)據(jù)挖掘的網(wǎng)站 http://www./index.asp
http://lans.ece./~strehl/
reuters數(shù)據(jù)集 http://www.research./~lewis/reuters21578.html
各種數(shù)據(jù)集: http://kdd.ics./summary.data.type.html http://www./cgi-bin/mlnetois.pl/?File=datasets.html http://lib.stat./datasets/ http://dctc./adaptive/datasets/ http://fimi.cs./data/ http://www.almaden.ibm.com/software/quest/Resources/index.shtml http://miles.cnuce./~palmeri/datam/DCI/
進(jìn)行文本分類&WEB http://www-2.cs./afs/cs/project/theo-11/www/naive-bayes.html
http://www./TR/WD-logfile-960221.html http://www./Daemon/User/Config/Logging.html#AccessLog http://www./1998/11/05/WC-workshop/Papers/bala2.html http://www-2.cs./afs/cs./project/theo-11/www/wwkb/ http://www./traces-logs.html http://www-2.cs./webkb http://www.cs./research/DP/tdb/TimeCenter/TimeCenterPublications/TR-75.pdf http://www.cs./projects/kddcup/index.html
時間序列數(shù)據(jù)的網(wǎng)址 http://www.stat./~reinsel/bjr-data/
apriori算法的測試數(shù)據(jù) http://www.almaden.ibm.com/cs/quest/syndata.html
數(shù)據(jù)生成器的鏈接 http://www.cse./~kdd/data_collection.html http://www.almaden.ibm.com/cs/quest/syndata.html
關(guān)聯(lián): http://flow.dl./sourceforge/weka/regression-datasets.jar http://www.almaden.ibm.com/software/quest/Resources/datasets/syndata.html#assocSynData
WEKA: http://flow.dl./sourceforge/weka/regression-datasets.jar 1。A jarfile containing 37 classification problems, originally obtained from the UCI repository http://prdownloads./weka/datasets-UCI.jar 2。A jarfile containing 37 regression problems, obtained from various sources http://prdownloads./weka/datasets-numeric.jar 3。A jarfile containing 30 regression datasets collected by Luis Torgo http://prdownloads./weka/regression-datasets.jar
癌癥基因: http://www.broad./cgi-bin/cancer/datasets.cgi
金融數(shù)據(jù): http://lisp./pkdd99/Challenge/chall.htm
另一個人提供的 http://www.cs./~roweis/data.html http://kdd.ics./summary.task.type.html http://www-2.cs./afs/cs./project/theo-20/www/data/ http://www-2.cs./afs/cs./project/theo-11/www/wwkb/ http://www.phys.uni./~duch/software.html 在下面的網(wǎng)址可以找到reuters數(shù)據(jù)集 http://www.research./~lewis/reuters21578.html
以下網(wǎng)址上有各種數(shù)據(jù)集: http://kdd.ics./summary.data.type.html
進(jìn)行文本分類,還有一個數(shù)據(jù)集是可以用的,即rainbow的數(shù)據(jù)集 http://www-2.cs./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./pkdd99/Challenge/chall.htm
kdnuggets 相關(guān)鏈接數(shù)據(jù)集(借花獻(xiàn)佛了): http://www./datasets/index.html
你也可以到http:///blog/more.asp?name=idmer&id=24017 察看kdnuggets 數(shù)據(jù)集資源的詳細(xì)介紹。
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