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21 Data Sets

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1. Anonymous Microsoft Web Data: Log of anonymous users of www.microsoft.com; predict areas of the web site a user visited based on data on other areas the user visited.

2. Document Understanding: Five concepts, expressed as predicates, to be learned

3. EBL Domain Theories: Assorted small-scale domain theories

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

5. Statlog Project: Various Databases: Vehicle silhouttes, Landsat Sattelite, Shuttle, Australian Credit Approval, Heart Disease, Image Segmentation, German Credit

6. Undocumented: Various datasets without documentation (feel free to explore!)

7. 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.

8. Protein Data: Undocumented

9. DGP2 - The Second Data Generation Program: Generates application domains based on specific parameters, number of features, and proportion of positive to negative examples

10. 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

11. Volcanoes on Venus - JARtool experiment: The JARtool project was a pioneering effort to develop an automatic system for cataloging small volcanoes in the large set of Venus images returned by the Magellan spacecraft.

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

13. LED Display Domain: From Classification and Regression Trees book; We provide here 2 C programs for generating sample databases

14. Quadruped Mammals: The file animals.c is a data generator of structured instances representing quadruped animals

15. Waveform Database Generator (Version 1): CART book's waveform domains

16. Waveform Database Generator (Version 2): CART book's waveform domains

17. Movie: This data set contains a list of over 10000 films including many older, odd, and cult films. There is information on actors, casts, directors, producers, studios, etc.

18. Kinship: Relational dataset

19. E. Coli Genes: Data giving characteristics of each ORF (potential gene) in the E. coli genome. Sequence, homology (similarity to other genes) and structural information, and function (if known) are provided.

20. M. Tuberculosis Genes: Data giving characteristics of each ORF (potential gene) in the M. tuberculosis bacterium. Sequence, homology (similarity to other genes) and structural information, and function (if known) are provided

21. El Nino: The data set contains oceanographic and surface meteorological readings taken from a series of buoys positioned throughout the equatorial Pacific.


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