View uci-20070111 haberman (public)

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Summary

(No information yet)

License
unknown (from Weka repository)
Dependencies
Tags
arff slurped Weka
Attribute Types
Integer
Download
# Instances: 306 / # Attributes: 4
HDF5 (16.7 KB) XML CSV ARFF LibSVM Matlab Octave
Completeness of this item currently: 55%.
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Original Data Format
arff
Name
haberman
Version mldata
0
Comment

  1. Title: Haberman's Survival Data

  2. Sources: (a) Donor: Tjen-Sien Lim (limt@stat.wisc.edu) (b) Date: March 4, 1999

  3. Past Usage:

  4. Haberman, S. J. (1976). Generalized Residuals for Log-Linear Models, Proceedings of the 9th International Biometrics Conference, Boston, pp. 104-122.

  5. Landwehr, J. M., Pregibon, D., and Shoemaker, A. C. (1984), Graphical Models for Assessing Logistic Regression Models (with discussion), Journal of the American Statistical Association 79: 61-83.

  6. Lo, W.-D. (1993). Logistic Regression Trees, PhD thesis, Department of Statistics, University of Wisconsin, Madison, WI.

  7. Relevant Information: The dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago's Billings Hospital on the survival of patients who had undergone surgery for breast cancer.

  8. Number of Instances: 306

  9. Number of Attributes: 4 (including the class attribute)

  10. Attribute Information:

  11. Age of patient at time of operation (numerical)

  12. Patient's year of operation (year - 1900, numerical)

  13. Number of positive axillary nodes detected (numerical)

  14. Survival status (class attribute) 1 = the patient survived 5 years or longer 2 = the patient died within 5 year

  15. Missing Attribute Values: None

Information about the dataset CLASSTYPE: nominal CLASSINDEX: last

Names
Age_of_patient_at_time_of_operation,Patients_year_of_operation,Number_of_positive_axillary_nodes_detected,Survival_status,
Types
  1. numeric
  2. nominal:58,59,60,61,62,63,64,65,66,67,68,69
  3. numeric
  4. nominal:1,2
Data (first 10 data points)
    Age_... Pati... Numb... Surv...
    30 64 1 1
    30 62 3 1
    30 65 0 1
    31 59 2 1
    31 65 4 1
    33 58 10 1
    33 60 0 1
    34 59 0 2
    34 66 9 2
    34 58 30 1
    ... ... ... ...
Description

A gzip'ed tar containing UCI and UCI KDD datasets (uci-20070111.tar.gz, 17,952,832 Bytes)

URLs
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Publications
    Data Source
    http://www.ics.uci.edu/~mlearn/MLRepository.html http://kdd.ics.uci.edu/
    Measurement Details
    Usage Scenario
    revision 1
    by mldata on 2010-11-06 09:58

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