This is a project to practice data preprocessing with widely known databases.
- Pandas
- Numpy
- Scikit-learn
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Heart Disease Databases
Created by:
- Hungarian Institute of Cardiology. Budapest: Andras Janosi, M.D.
- University Hospital, Zurich, Switzerland: William Steinbrunn, M.D.
- University Hospital, Basel, Switzerland: Matthias Pfisterer, M.D.
- V.A. Medical Center, Long Beach and Cleveland Clinic Foundation: Robert Detrano, M.D., Ph.D
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Wisconsin Diagnostic Breast Cancer (WDBC)
Created by:
- Dr. William H. Wolberg, General Surgery Dept., University of Wisconsin, Clinical Sciences Center, Madison, WI 53792, wolberg@eagle.surgery.wisc.edu
- W. Nick Street, Computer Sciences Dept., University of Wisconsin, 1210 West Dayton St., Madison, WI 53706, street@cs.wisc.edu 608-262-6619
- Olvi L. Mangasarian, Computer Sciences Dept., University of Wisconsin, 1210 West Dayton St., Madison, WI 53706, olvi@cs.wisc.edu
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Iris Database
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Mushroom Database
Sources:
- Mushroom records drawn from The Audubon Society Field Guide to North American Mushrooms (1981). G. H. Lincoff (Pres.), New York: Alfred A. Knopf
- Donor: Jeff Schlimmer (Jeffrey.Schlimmer@a.gp.cs.cmu.edu)
- Date: 27 April 1987
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Titanic Database
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College Database