- The RCSB Protein Data Bank (PDB) - http://www.rcsb.org/pdb/
Archive of experimentally-determined, biological macromolecule 3-D structures from the Brookhaven National Laboratory.
- Dataset generator - http://www.datgen.com/
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.
- DELVE - Data for Evaluating Learning in Valid Experiments - http://www.cs.utoronto.ca/~delve/
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.
- UCI Machine Learning Repository - http://www.ics.uci.edu/~mlearn/MLRepository.html
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.
- TREC Data - http://trec.nist.gov/data.html
Text datasets used in information retrieval and learning in text domains.
- National Space Science Data Center - http://nssdc.gsfc.nasa.gov/
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.
- NIST Special Database 4. - http://www.nist.gov/srd/nistsd4.htm
This NIST database of fingerprint images contains 2000 8- bit gray scale fingerprint image pairs.
- Face recognition dataset - http://www.cs.cmu.edu/afs/cs.cmu.edu/user/avrim/www/ML94/face_homework.html
A dataset of face images for face recognition algorithms.
- Time Series Data Library - http://www-personal.buseco.monash.edu.au/~hyndman/TSDL/
A collection of over 500 time series, maintained by Rob Hyndman. Time series are organized by subject.
- Penn Treebank Project - http://www.cis.upenn.edu/~treebank/
A corpus of parsed sentences. Used by many researchers for training data-driven parsing algorithms.
- University of Maryland, INFORUM EconData - http://www.inform.umd.edu/EdRes/Topic/Economics/EconData/Econdata.html
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.
- HS3D - Homo Sapiens Splice Sites Dataset - http://www.sci.unisannio.it/docenti/rampone/
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.
- AdEater data - http://www.cs.ucd.ie/staff/nick/home/research/ae/
AdEater is a program that learns to remove Internet advertisements. The machine learning dataset is available from this page.
- The 20 Newsgroups Data Set - http://www.ai.mit.edu/~jrennie/20_newsgroups/
20 Newsgroups for text categorization. Widely used dataset.
- Web->KB dataset - http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/
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.
- WordSimilarity-353 Test Collection - http://www.cs.technion.ac.il/~gabr/resources/data/wordsim353/wordsim353.html
Contains 353 English word pairs along with human-assigned similarity judgements.
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