| Directory > Computers > Artificial Intelligence > Machine Learning > Datasets DNA microarray gene expression data
A collection of public gene expression data sources maintained by A. Brazma.
http://www.ebi.ac.uk/~brazma/Data-mining/microarray.html
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WIPO patents dataset for automated categorization
The first free collection of patents, in XML format, containing over 75,000 manually-classified
patent documents in English from 1998-2002.
http://www.wipo.int/ibis/datasets
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Reuters-21578 Text Categorization Corpus
A classic benchmark for text categorization algorithms.
http://www.daviddlewis.com/resources/testcollections/reuters21578/
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BankSearch Dataset
A freely downloadable, pre-classified, dataset of HTML web page documents categorized into 10
categories.
http://www.pedal.rdg.ac.uk/banksearchdataset/
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RISE: Repository of Information Sources used in information Extraction tasks.
Repository of online information sources: test domains for information extraction and wrapper
generation tools that learn extraction rules (extraction patterns).
http://www.isi.edu/info-agents/RISE/
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WordSimilarity-353 Test Collection
Contains 353 English word pairs along with human-assigned similarity judgements.
http://www.cs.technion.ac.il/~gabr/resources/data/wordsim353/wordsim353.html
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Web->KB dataset
Web pages partitioned into classes, with hyperlink data. The dataset has been used for text
categorization and learning to extract symbolic knowledge from the World Wide Web.
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/
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The 20 Newsgroups Data Set
20 Newsgroups for text categorization. Widely used dataset.
http://www.ai.mit.edu/~jrennie/20_newsgroups/
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AdEater data
AdEater is a program that learns to remove Internet advertisements. The machine learning dataset is
available from this page.
http://www.cs.ucd.ie/staff/nick/home/research/ae/
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Learning Relational Concepts from Sensor Data of a Mobile Robot
A set of data sets, where each data set is represented in first order logic. Maintained at the
University of Dortmund, Germany.
http://www-ai.cs.uni-dortmund.de/FORSCHUNG/PROJEKTE/BLEARN2/data-sets.html
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HS3D - Homo Sapiens Splice Sites Dataset
HS3D (Homo Sapiens Splice Sites Dataset) is a database of Homo Sapiens Exon, Intron and Splice
regions extracted from GenBank primate sequences Rel.123. The aim of this data set is to give
standardized material to train and to assess the prediction accuracy of computational approaches
for gene identification and characterization.
http://www.sci.unisannio.it/docenti/rampone/
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University of Maryland, INFORUM EconData
Several hundred thousand economic time series, produced by the U.S. Government and distributed by
the government in a variety of formats and media, have been put into a standard, highly efficient,
easy-to- use form for personal computers.
http://www.inform.umd.edu/EdRes/Topic/Economics/EconData/Econdata.html
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Penn Treebank Project
A corpus of parsed sentences. Used by many researchers for training data-driven parsing algorithms.
http://www.cis.upenn.edu/~treebank/
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Time Series Data Library
A collection of over 500 time series, maintained by Rob Hyndman. Time series are organized by
subject.
http://www-personal.buseco.monash.edu.au/~hyndman/TSDL/
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Face recognition dataset
A dataset of face images for face recognition algorithms.
http://www.cs.cmu.edu/afs/cs.cmu.edu/user/avrim/www/ML94/face_homework.html
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NIST Special Database 4.
This NIST database of fingerprint images contains 2000 8- bit gray scale fingerprint image pairs.
http://www.nist.gov/srd/nistsd4.htm
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The StatLib Datasets Archive
A repository of datasets used in statistics and machine learning.
http://lib.stat.cmu.edu/datasets/
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National Space Science Data Center
Provides access to a wide variety of astrophysics, space physics, solar physics, lunar and
planetary data from NASA space flight missions, in addition to selected other data and some
models and software.
http://nssdc.gsfc.nasa.gov/
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TREC Data
Text datasets used in information retrieval and learning in text domains.
http://trec.nist.gov/data.html
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UCI Machine Learning Repository
A repository of databases, domain theories and data generators that are used by the machine
learning community for the empirical analysis of machine learning algorithms.
http://www.ics.uci.edu/~mlearn/MLRepository.html
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DELVE - Data for Evaluating Learning in Valid Experiments
Data for Evaluating Learning Valid Experiments: A standardized environment designed to evaluate the
performance of methods that learn relationships based primarily on empirical data. Delve makes it
possible for users to compare their learning methods with other methods on many datasets.
http://www.cs.utoronto.ca/~delve/
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Bilkent University Function Approximation Repository
Datasets used for the experimental analysis of function approximation techniques and for training
and demonstration by machine learning and statistics community.
http://funapp.cs.bilkent.edu.tr/DataSets/
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Dataset generator
Datgen, formerly SCDS, is a computer program that generates data to systematically test programs
that consume data. These synthetic datasets can be used to validate learning algorithms.
http://www.datgen.com/
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The RCSB Protein Data Bank (PDB)
Archive of experimentally-determined, biological macromolecule 3-D structures from the Brookhaven
National Laboratory.
http://www.rcsb.org/pdb/
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