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dataset
Public Relational Datasets
- MySQL (artificial data, mined)
- MySQL 2 (artificial data, mined)
- SQL Server (artificial data, mined)
- SQL Server 2 (artificial data)
- PostgreSQL (artificial data, mined)
- w3schools (artificial data)
- Vertica (artificial data)
- Pivotal HD (artificial data)
- Thrombosis Database (KDD Cup 2001)
- Genes (KDD Cup 2001)
- Financial database (PKDD 1999): 99.9% (RollUp, repeated aggregation - prored)
- Medical database (PKDD 1999): 100% (CLAMF)
- Hepatitis database (PKDD 2002)
- Hepatitis database (PKDD 2005, 2MB)
- Mutagenesis database (Srinivasan et al., 1996)
- Musk (Biochemical): 89.20% (axis-parallel rectangles algorithms, Multiple instance problem)
- Mondial database (Geography)
- Lattes curricula dataset (Brazilian IS)
- WebKB Project (Web pages)
- Swiss Insurance company (ECML 1998, Sisyphus Workshop)
- imdb_MovieLens, the most complex dataset
- DBLP (Digital Bibliography & Library Project)
- Kinship (Quinlan, 1990)
- Student loan (tiny)
- CORA consists of citations of computer science papers
- Airline (12GB)
- East-West Trains (Michalski, 1980; extended by Michie to 20 samples, 1994)
- King-Rook vs. King (Quinlan)
- ILP 2005 Challenge database (yeast gene from SwissProt, now offline)
- HIV (KDD 2001, from NCI - National Cancer Institute’s AIDS antiviral screen)
- DSSTox (Muggleton, 2006)
- UW-CSE describes an academic department (Richardson and Domingos, 2006)
- Mammography (mammogram is benign or malignant [Davis, 2005])
- Carcinogenesis/Carcinogenicity (not found, Muggleton, 2006, 337 chemicals)
- Biodegradability (Dzeroski, 1999)
- Diterpenes dataset (not found, Džeroski, 1998)
- National Football League (NFL)
- Heart Disease
- Protein dataset (SCOP)
- Drug-Data (pyrimidine + triazine)
- Secondary structure prediction of Proteins
- TPC-E benchmark
- http://htsql.org/gallery/#donors-choose (just a list - use Google to find the referenced datasets)
- http://stat-computing.org/dataexpo/2009/$yr.csv.bz2 (airline dataset, the task is to predict whether a flight will be delayed by more than 15 minutes)
Time series datasets
- Cover several industries (banking, insurance, telco, utility, manufacturing, FMCG) and several classification problems (PTD, PTB, PTC, …)
- Requirements:
- Real datasets, not artificial
- Relational
- Contains time
- Publicly available
- Airline (12GB)
Alchemy
- Animals, 2D → not imported
- CiteSeer,
- Cora
- Epinions
- IMDB
- Kinships, labels are missing → not imported
- Nations, matlab → imported
- Protein Interaction
- Radish Robot Mapping
- Tutorial
- UMLS
- UW-CSE
- WebKB, prolog
JSON like data
- Seznam data
- Avast
- Ministerstvo vnitra