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


Repository Web            Google
View ALL Data Sets

Browse Through:

Default Task

Classification (22)
Regression (1)
Clustering (1)
Other (7)

Attribute Type

Categorical (4)
Numerical (15)
Mixed (5)

Data Type

Multivariate (17)
Univariate (2)
Sequential (2)
Time-Series (3)
Text (4)
Domain-Theory (4)
Other (4)

Area

Life Sciences (8)
Physical Sciences (4)
CS / Engineering (7)
Social Sciences (2)
Business (2)
Game (0)
Other (6)

# Attributes

Less than 10 (6)
10 to 100 (10)
Greater than 100 (4)

# Instances - Undo

Less than 100 (3)
100 to 1000 (29)
Greater than 1000 (29)

Format Type - Undo

Matrix (82)
Non-Matrix (29)

29 Data Sets

Table View  List View


1. Bach Chorales: Time-series data based on chorales; challenge is to learn generative grammar; data in Lisp

2. Dresses_Attribute_Sales: This dataset contain Attributes of dresses and their recommendations according to their sales.Sales are monitor on the basis of alternate days.

3. Reuters Transcribed Subset: This dataset is created by reading out 200 files from the 10 largest Reuters classes and using an Automatic Speech Recognition system to create corresponding transcriptions.

4. Molecular Biology (Protein Secondary Structure): From CMU connectionist bench repository; Classifies secondary structure of certain globular proteins

5. Hill-Valley: Each record represents 100 points on a two-dimensional graph. When plotted in order (from 1 through 100) as the Y co-ordinate, the points will create either a Hill (a “bump” in the terrain) or a Valley (a “dip” in the terrain).

6. Kinship: Relational dataset

7. Northix: Northix is designed to be a schema matching benchmark problem for data integration of two entity relationship databases.

8. EMG dataset in Lower Limb: 3 different exercises: sitting, standing and walking in the muscles: biceps femoris, vastus medialis, rectus femoris and semitendinosus addition to goniometry in the exercises.

9. Robot Execution Failures: This dataset contains force and torque measurements on a robot after failure detection. Each failure is characterized by 15 force/torque samples collected at regular time intervals

10. Syskill and Webert Web Page Ratings: This database contains HTML source of web pages plus the ratings of a single user on these web pages. Web pages are on four seperate subjects (Bands- recording artists; Goats; Sheep; and BioMedical)

11. Japanese Credit Screening: Includes domain theory (generated by talking to Japanese domain experts); data in Lisp

12. Audiology (Original): Nominal audiology dataset from Baylor

13. ser Knowledge Modeling Data (Students' Knowledge Levels on DC Electrical Machines): The dataset is about the users' learning activities and knowledge levels on subjects of DC Electrical Machines. The dataset had been obtained from online web-courses and reported in my Ph.D. Thesis.

14. Thoracic Surgery Data: The data is dedicated to classification problem related to the post-operative life expectancy in the lung cancer patients: class 1 - death within one year after surgery, class 2 - survival.

15. Urban Land Cover: Classification of urban land cover using high resolution aerial imagery. Intended to assist sustainable urban planning efforts.

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

17. Mechanical Analysis: Fault diagnosis problem of electromechanical devices; also PUMPS DATA SET is newer version with domain theory and results

18. Low Resolution Spectrometer: From IRAS data -- NASA Ames Research Center

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

20. Abscisic Acid Signaling Network: The objective is to determine the set of boolean rules that describe the interactions of the nodes within this plant signaling network. The dataset includes 300 separate boolean pseudodynamic simulations using an asynchronous update scheme.

21. Demospongiae: Marine sponges of the Demospongiae class classification domain.

22. ILPD (Indian Liver Patient Dataset): This data set contains 10 variables that are age, gender, total Bilirubin, direct Bilirubin, total proteins, albumin, A/G ratio, SGPT, SGOT and Alkphos.

23. Fertility: 100 volunteers provide a semen sample analyzed according to the WHO 2010 criteria. Sperm concentration are related to socio-demographic data, environmental factors, health status, and life habits

24. CMU Face Images: This data consists of 640 black and white face images of people taken with varying pose (straight, left, right, up), expression (neutral, happy, sad, angry), eyes (wearing sunglasses or not), and size

25. USPTO Algorithm Challenge, run by NASA-Harvard Tournament Lab and TopCoder Problem: Pat: Data used for USPTO Algorithm Competition. Contains drawing pages from US patents with manually labeled figure and part labels.

26. Moral Reasoner: Horn-clause model that qualitatively simulates moral reasoning; Theory includes negated literals

27. Student Loan Relational: Student Loan Relational Domain

28. Function Finding: Cases collected mostly from investigations in physical science; intention is to evaluate function-finding algorithms

29. Connectionist Bench (Vowel Recognition - Deterding Data): Speaker independent recognition of the eleven steady state vowels of British English using a specified training set of lpc derived log area ratios.


Supported By:

 In Collaboration With:

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