Center for Machine Learning and Intelligent Systems
About  Citation Policy  Donate a Data Set  Contact


Repository Web            Google
View ALL Data Sets

× Check out the beta version of the new UCI Machine Learning Repository we are currently testing! Contact us if you have any issues, questions, or concerns. Click here to try out the new site.

Browse Through:

Default Task - Undo

Classification (25)
Regression (2)
Clustering (1)
Other (5)

Attribute Type - Undo

Categorical (11)
Numerical (143)
Mixed (25)

Data Type - Undo

Multivariate (25)
Univariate (0)
Sequential (0)
Time-Series (1)
Text (0)
Domain-Theory (1)
Other (1)

Area

Life Sciences (9)
Physical Sciences (2)
CS / Engineering (1)
Social Sciences (3)
Business (3)
Game (2)
Other (5)

# Attributes - Undo

Less than 10 (8)
10 to 100 (25)
Greater than 100 (2)

# Instances

Less than 100 (0)
100 to 1000 (16)
Greater than 1000 (8)

Format Type

Matrix (22)
Non-Matrix (3)

25 Data Sets

Table View  List View


1. Chess (King-Rook vs. King-Knight): Knight Pin Chess End-Game Database Creator

2. Zoo: Artificial, 7 classes of animals

3. Pittsburgh Bridges: Bridges database that has original and numeric-discretized datasets

4. Echocardiogram: Data for classifying if patients will survive for at least one year after a heart attack

5. Hepatitis: From G.Gong: CMU; Mostly Boolean or numeric-valued attribute types; Includes cost data (donated by Peter Turney)

6. Flags: From Collins Gem Guide to Flags, 1986

7. Statlog (Heart): This dataset is a heart disease database similar to a database already present in the repository (Heart Disease databases) but in a slightly different form

8. University: Data in original (LISP-readable) form

9. Heart Disease: 4 databases: Cleveland, Hungary, Switzerland, and the VA Long Beach

10. Dermatology: Aim for this dataset is to determine the type of Eryhemato-Squamous Disease.

11. Horse Colic: Well documented attributes; 368 instances with 28 attributes (continuous, discrete, and nominal); 30% missing values

12. Cylinder Bands: Used in decision tree induction for mitigating process delays known as "cylinder bands" in rotogravure printing

13. Meta-data: Meta-Data was used in order to give advice about which classification method is appropriate for a particular dataset (taken from results of Statlog project).

14. Credit Approval: This data concerns credit card applications; good mix of attributes

15. Statlog (Australian Credit Approval): This file concerns credit card applications. This database exists elsewhere in the repository (Credit Screening Database) in a slightly different form

16. Annealing: Steel annealing data

17. Statlog (German Credit Data): This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix

18. Australian Sign Language signs: This data consists of sample of Auslan (Australian Sign Language) signs. Examples of 95 signs were collected from five signers with a total of 6650 sign samples.

19. Thyroid Disease: 10 separate databases from Garavan Institute

20. Adult: Predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" dataset.

21. Census Income: Predict whether income exceeds $50K/yr based on census data. Also known as "Adult" dataset.

22. Census-Income (KDD): This data set contains weighted census data extracted from the 1994 and 1995 current population surveys conducted by the U.S. Census Bureau.

23. Covertype: Forest CoverType dataset

24. Poker Hand: Purpose is to predict poker hands

25. KDD Cup 1999 Data: This is the data set used for The Third International Knowledge Discovery and Data Mining Tools Competition, which was held in conjunction with KDD-99


Supported By:

 In Collaboration With:

About  ||  Citation Policy  ||  Donation Policy  ||  Contact  ||  CML