Contraceptive-Method-Choice

OpenML dataset with id 43701

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22102526/Contraceptive-Method-Choice.arff

Upload date: 24 March 2022

Dataset Characteristics

Number of features: 10 (numeric: 10, symbolic: 0 and in total binary: 0 )
Number of instances: 1,472
Number of instances with missing values: 0
Number of missing values: 0

Description

1. Title: Contraceptive Method Choice 2. Sources: (a) Origin: This dataset is a subset of the 1987 National Indonesia

               Contraceptive Prevalence Survey

(b) Creator: Tjen-Sien Lim (limtstat.wisc.edu) (c) Donor: Tjen-Sien Lim (limtstat.wisc.edu) (d) Date: June 7, 1997 3. Past Usage: Lim, T.-S., Loh, W.-Y. Shih, Y.-S. (1999). A Comparison of

  Prediction Accuracy, Complexity, and Training Time of Thirty-three
  Old and New Classification Algorithms. Machine Learning. Forthcoming.
  (ftp://ftp.stat.wisc.edu/pub/loh/treeprogs/quest1.7/mach1317.pdf or
  (http://www.stat.wisc.edu/limt/mach1317.pdf)

4. Relevant Information: This dataset is a subset of the 1987 National Indonesia Contraceptive

  Prevalence Survey. The samples are married women who were either not 
  pregnant or do not know if they were at the time of interview. The 
  problem is to predict the current contraceptive method choice 
  (no use, long-term methods, or short-term methods) of a woman based 
  on her demographic and socio-economic characteristics.

5. Number of Instances: 1473 6. Number of Attributes: 10 (including the class attribute) 7. Attribute Information:

Wife's age (numerical) Wife's education (categorical) 1=low, 2, 3, 4=high Husband's education (categorical) 1=low, 2, 3, 4=high Number of children ever born (numerical) Wife's religion (binary) 0=Non-Islam, 1=Islam Wife's now working? (binary) 0=Yes, 1=No Husband's occupation (categorical) 1, 2, 3, 4 Standard-of-living index (categorical) 1=low, 2, 3, 4=high Media exposure (binary) 0=Good, 1=Not good Contraceptive method used (class attribute) 1=No-use ,2=Long-term,3=Short-term

8. Missing Attribute Values: None

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