Doctorado-ML/stree_datasets
1
0
Fork 0
mirror of https://github.com/Doctorado-ML/Stree_datasets.git synced 2025-08-18 08:56:01 +00:00
Code Issues Packages Projects Releases Wiki Activity

Commit Inicial

Browse Source
This commit is contained in:
Ricardo Montañana Gómez
2020-11-20 11:23:40 +01:00
commit 5611e5bc01
2914 changed files with 2625178 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

44
data/tanveer/contrac/cmc.names Executable file
View File

@@ -0,0 +1,44 @@
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 (limt@stat.wisc.edu)
(c) Donor: Tjen-Sien Lim (limt@stat.wisc.edu)
(c) 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:
1. Wife's age (numerical)
2. Wife's education (categorical) 1=low, 2, 3, 4=high
3. Husband's education (categorical) 1=low, 2, 3, 4=high
4. Number of children ever born (numerical)
5. Wife's religion (binary) 0=Non-Islam, 1=Islam
6. Wife's now working? (binary) 0=Yes, 1=No
7. Husband's occupation (categorical) 1, 2, 3, 4
8. Standard-of-living index (categorical) 1=low, 2, 3, 4=high
9. Media exposure (binary) 0=Good, 1=Not good
10. Contraceptive method used (class attribute) 1=No-use
2=Long-term
3=Short-term
8. Missing Attribute Values: None