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來自互聯(lián)網(wǎng)：

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

Data for MATLAB hackers （HandwrittenDigits、Faces、Text）

http://www.cs.toronto.edu/~roweis/data.html

3、UCI KDD Archive(各類數(shù)據(jù)集)

http://kdd.ics.uci.edu/summary.task.type.html 

http://kdd.ics.uci.edu/summary.data.type.html 

4、UCI收集的機器學(xué)習(xí)數(shù)據(jù)集

ftp://pami.sjtu.edu.cn/  

http://www.ics.uci.edu/~mlearn//MLRepository.htm 

5、樣本數(shù)據(jù)庫

http://kdd.ics.uci.edu/ 

WWW-pages were manually classified

http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/data/ 

6、CMU World Wide Knowledge Base(Web->KB) project(classified web pages、relationaldata describing pages and hyperlinks)

http://www-2.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/ 

7、人工智能機器學(xué)習(xí)

http://duch-links.wikispaces.com/ 

8、文本分類，即rainbow的數(shù)據(jù)集

http://www-2.cs.cmu.edu/afs/cs/project/theo-11/www/naive-bayes.html 

9、Statlib 數(shù)理統(tǒng)計相關(guān)程序庫

http://liama.ia.ac.cn/SCILAB/scilabindexgb.htm

http://lib.stat.cmu.edu/ 

http://lib.stat.cmu.edu/datasets/

http://lib.stat.cmu.edu/modules.php?op=modload&name=Downloads&file=index&req=viewdownload&cid=2 

10、癌癥基因：

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

11、金融、醫(yī)藥數(shù)據(jù)：

http://lisp.vse.cz/pkdd99/Challenge/chall.htm

12、時間序列數(shù)據(jù)的網(wǎng)址

http://www.stat.wisc.edu/~reinsel/bjr-data/ 

13、kdnuggets 相關(guān)鏈接各種數(shù)據(jù)集：

http://www.kdnuggets.com/datasets/index.html 

14、德國智能分析和信息系統(tǒng)

http://www.mlnet.org/cgi-bin/mlnetois.pl/?File=datasets.html 

http://dctc.sjtu.edu.cn/adaptive/datasets/  

http://fimi.cs.helsinki.fi/data/ 

15、IBM智能信息

http://www-958.ibm.com/software/data/cognos/manyeyes/datasets

http://www.almaden.ibm.com/software/quest/Resources/index.shtml 

16、Frequent Set Counting

http://miles.cnuce.cnr.it/~palmeri/datam/DCI/datasets.php

17、評分數(shù)據(jù)集

    Movielens電影評分數(shù)據(jù)

   基本數(shù)據(jù)描述：包括以下三個數(shù)據(jù)集：

   a.943個用戶對1682個電影的10萬條評分

   b.6040個用戶對3900個電影的1百萬條評分

   c.71567個用戶對10681個電影的1千萬條評分

   http://www.grouplens.org/  

    Book-Crossing書籍評分數(shù)據(jù)

   基本數(shù)據(jù)描述：包含了278,858個用戶對271,379本書籍的1,149,780條評分。該數(shù)據(jù)集由Cai-NicolasZiegler 在2004年8-9月用4周的時間從Book-Crossing社區(qū)用網(wǎng)絡(luò)爬出。

   http://www.informatik.uni-freiburg.de/~cziegler/BX/

    Jester JokeData Set 笑話評分集合 

    來自UCBerkeley的KenGoldberg發(fā)布的一個推薦系統(tǒng)使用的數(shù)據(jù)集。包含關(guān)于100個笑話的73,496名用戶評分的410萬條連續(xù)評分。

   http://www.ieor.berkeley.edu/~goldberg/jester-data/

    Netflix數(shù)據(jù)集

   也是電影評分數(shù)據(jù)集，480,189 個用戶，17,770 部電影，100,480,507 條評分記錄。與它相比，MovieLens數(shù)據(jù)集少了 2 個數(shù)量級。它的位置相信會逐漸被 Netflix 數(shù)據(jù)所替代，這是時代進步的必然結(jié)果。

   說明：以上四個均為用戶評分數(shù)據(jù)

21、GPS軌跡數(shù)據(jù)

GeoLife GPS Trajectories

http://research.microsoft.com/en-us/downloads/b16d359d-d164-469e-9fd4-daa38f2b2e13/default.aspx  

GPS Trajectories with transportation modelabels

http://research.microsoft.com/apps/pubs/?id=141896 

Movebank 動物軌跡

http://www.movebank.org/

22、手機WIFI藍牙

A Community Resource for Archiving Wireless Data AtDartmouth

http://crawdad.cs.dartmouth.edu/

crowflow  手機和wifi軌跡

http://crowdflow.net/ 

23、OpenStreetMap Data

planet.openstreetmap.org 或者http://metro.teczno.com/

24、openpath上傳數(shù)據(jù)+API

https://openpaths.cc/  

25、FOURSQUARE

26、GeoTime

http://www.geotime.com/GeoTime(s)/January-2012/Cupid-Strikes-Again--Time-Series---GIS--Together-a.aspx  

27、數(shù)據(jù)堂

http://www.datatang.com/

28、http://www.kdnuggets.com/datasets/

29、http://appsrv.cse.cuhk.edu.hk/~kdd/data_collection.html

IBM Almaden Research Center Data MiningProjects

Data Sets:

·        Synthetic Data GenerationCode for Associations and Sequential Patterns

·        Synthetic Data GenerationCode for Classification

·        "Dense" Data-Sets (aprioribinary format, 3.2Mb)

·        Enron Email Data Set

Demos:

·        General Visualizations forAssociations

·        Visualization Demo: MarketBasket Analysis 

IBM Intelligent Miner:

·        IBM Intelligent Miner forData

·        Video and image clips fromIBM Data Mining T.V. Ad 

IBM Data Mining Resources:

·        Business IntelligenceSolutions   Our colleagues offering data miningconsultancy and services.

·        Data Abstraction ResearchGroup   Our colleagues in IBM Thomas J. WatsonResearch Center.   Our colleagues in France.

·        Data Mining: Extending theInformation Warehouse Framework   IBM White Paperon Data Mining.

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

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

http://www-2.cs.cmu.edu/webkb

http://www.cs.auc.dk/research/DP/tdb/TimeCenter/TimeCenterPublications/TR-75.pdf

關(guān)聯(lián)：

http://flow.dl.sourceforge.net/sourceforge/weka/regression-datasets.jar

http://www.phys.uni.torun.pl/~duch/software.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 datasetscollected by Luis Torgo

http://prdownloads.sourceforge.net/weka/regression-datasets.jar  

數(shù)據(jù)挖掘相關(guān)比賽以及數(shù)據(jù)集

u  2005 University of Californiadata mining contest, predicting bad accounts and their churn dateusing real-world CRM data, deadline June 30, 2005.

u  ILP 2005 Challenge, on theprediction of functional classes of genes.

u  KDD Cup 2005, on classifyinginternet user search queries, deadline July 8.

u  Data Mining Cup 2005 (Chemnitz,Germany), for students; topic: How data mining can ascertain therisk of loss of payments and reduce this risk.

u  KDD Cup 2004, focuses ondata-mining for a several performance criteria using datasetsfrombioinformatics and quantum physics.

u  InfoVis 2004 Contest, TheHistory of InfoVis.

u  DATA MINING CUP 2004 (Chemnitz,Germany), for students.

u  InfoVis 2003 Contest:Visualization and Pair Wise Comparison of Trees, results announcedSep 5, 2003.

u  KDD CUP 2003

u http://www.cs.cornell.edu/projects/kddcup/index.html

u  KDD Cup 2003, focuses onproblems motivated by network mining and the analysis of usagelogs.

u  DATA MINING CUP 2003 (Chemnitz,Germany). The task is to identify spam emails before they reach theuser′s mailbox.

u  KDD Cup 2002, focus on datamining in molecular biology.

u  Student Data Mining Cup (2002),Chemnitz University and Prudential Systems.

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