cmc
type: Item
instance of: data set
OpenML dataset ID: 23
dataset version identifier: 1
description: **Author**: [Tjen-Sien Lim](limt@stat.wisc.edu) \N**Source**: [As obtained from UCI](https://archive.ics.uci.edu/ml/datasets/Contraceptive+Method+Choice)\N**Please cite**: [UCI citation](https://archive.ics.uci.edu/ml/citation_policy.html)\N\N1. Title: Contraceptive Method Choice\N \N 2. Sources:\N (a) Origin: This dataset is a subset of the 1987 National Indonesia\N Contraceptive Prevalence Survey\N (b) Creator: Tjen-Sien Lim (limt@stat.wisc.edu)\N (c) Donor: Tjen-Sien Lim (limt@stat.wisc.edu)\N (c) Date: June 7, 1997\N \N 3. Past Usage:\N Lim, T.-S., Loh, W.-Y. & Shih, Y.-S. (1999). A Comparison of\N Prediction Accuracy, Complexity, and Training Time of Thirty-three\N Old and New Classification Algorithms. Machine Learning. Forthcoming.\N (ftp://ftp.stat.wisc.edu/pub/loh/treeprogs/quest1.7/mach1317.pdf or\N (http://www.stat.wisc.edu/~limt/mach1317.pdf)\N \N 4. Relevant Information:\N This dataset is a subset of the 1987 National Indonesia Contraceptive\N Prevalence Survey. The samples are married women who were either not \N pregnant or do not know if they were at the time of interview. The \N problem is to predict the current contraceptive method choice \N (no use, long-term methods, or short-term methods) of a woman based \N on her demographic and socio-economic characteristics.\N \N 5. Number of Instances: 1473\N \N 6. Number of Attributes: 10 (including the class attribute)\N \N 7. Attribute Information:\N \N 1. Wife's age (numerical)\N 2. Wife's education (categorical) 1=low, 2, 3, 4=high\N 3. Husband's education (categorical) 1=low, 2, 3, 4=high\N 4. Number of children ever born (numerical)\N 5. Wife's religion (binary) 0=Non-Islam, 1=Islam\N 6. Wife's now working? (binary) 0=Yes, 1=No\N 7. Husband's occupation (categorical) 1, 2, 3, 4\N 8. Standard-of-living index (categorical) 1=low, 2, 3, 4=high\N 9. Media exposure (binary) 0=Good, 1=Not good\N 10. Contraceptive method used (class attribute) 1=No-use \N 2=Long-term\N 3=Short-term\N \N 8. Missing Attribute…
author name string: Tjen-Sien Lim
collection date: 1997-07-07
upload date: 2014-04-06T00:00:00Z
full work available at URL: cmc.arff
full work available at URL: Contraceptive+Method+Choice
default target attribute: Contraceptive_method_used
OpenML semantic tag: Demographics
OpenML semantic tag: Health
cites work: Q6032874
citation text: https://link.springer.com/article/10.1023/A:1007608224229
number of binary features: 3
number of classes: 3
number of features: 10
number of instances: 1473
number of instances with missing values: 0
number of missing values: 0
number of numeric features: 2
number of symbolic features: 8
file format: ARFF
MaRDI profile type: Dataset
description: OpenML dataset with id 23