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Databases Preprocessing

This is a project to practice data preprocessing with widely known databases.

Used Libraries

  • Pandas
  • Numpy
  • Scikit-learn

Databases

  • 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
  • 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
  • Iris Database

  • 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
  • Titanic Database

  • College Database