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数据集-用于数据挖掘、信息检索、知识发现等

發(fā)布時間:2025/3/15 29 豆豆
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1、氣候監(jiān)測數(shù)據(jù)集 http://cdiac.ornl.gov/ftp/ndp026b

2、幾個實用的測試數(shù)據(jù)集下載的網(wǎng)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(wǎng)址可以找到reuters數(shù)據(jù)集http://www.research.att.com/~lewis/reuters21578.html

以下網(wǎng)址上有各種數(shù)據(jù)集:
http://kdd.ics.uci.edu/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.cmu.edu/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.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(shù)據(jù)庫
http://kdd.ics.uci.edu/
http://www.ics.uci.edu/~mlearn/MLRepository.html

關(guān)于基金的數(shù)據(jù)挖掘的網(wǎng)站
http://www.gotofund.com/index.asp

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

reuters數(shù)據(jù)集
http://www.research.att.com/~lewis/reuters21578.html

各種數(shù)據(jù)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(jìn)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(shù)據(jù)的網(wǎng)址
http://www.stat.wisc.edu/~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.cuhk.edu.hk/~kdd/data_collection.html
http://www.almaden.ibm.com/cs/quest/syndata.html
關(guān)聯(lián):
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

癌癥基因:
http://www.broad.mit.edu/cgi-bin/cancer/datasets.cgi

金融數(shù)據(jù):
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(wǎng)址可以找到reuters數(shù)據(jù)集
http://www.research.att.com/~lewis/reuters21578.html

以下網(wǎng)址上有各種數(shù)據(jù)集:
http://kdd.ics.uci.edu/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.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(guān)鏈接數(shù)據(jù)集:
http://www.kdnuggets.com/datasets/index.html

還有另外一個很好的資源網(wǎng)址為:http://kdd.ics.uci.edu/,里面包含的數(shù)據(jù)資源如下(按應(yīng)用領(lǐng)域劃分):

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

這里又找到一個,在一個老外的blog上找到的http://www.fs.fed.us/fire/fuelman/

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

與50位技術(shù)專家面對面20年技術(shù)見證,附贈技術(shù)全景圖

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