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| -@relation R_data_frame |
| 1 | +%% 1. Title: Contraceptive Method Choice |
| 2 | +%% |
| 3 | +%% 2. Sources: |
| 4 | +%% (a) Origin: This dataset is a subset of the 1987 National Indonesia |
| 5 | +%% Contraceptive Prevalence Survey |
| 6 | +%% (b) Creator: Tjen-Sien Lim ( [email protected]) |
| 7 | +%% (c) Donor: Tjen-Sien Lim ( [email protected]) |
| 8 | +%% (c) Date: June 7, 1997 |
| 9 | +%% |
| 10 | +%% 3. Past Usage: |
| 11 | +%% Lim, T.-S., Loh, W.-Y. & Shih, Y.-S. (1999). A Comparison of |
| 12 | +%% Prediction Accuracy, Complexity, and Training Time of Thirty-three |
| 13 | +%% Old and New Classification Algorithms. Machine Learning. Forthcoming. |
| 14 | +%% (ftp://ftp.stat.wisc.edu/pub/loh/treeprogs/quest1.7/mach1317.pdf or |
| 15 | +%% (http://www.stat.wisc.edu/~limt/mach1317.pdf) |
| 16 | +%% |
| 17 | +%% 4. Relevant Information: |
| 18 | +%% This dataset is a subset of the 1987 National Indonesia Contraceptive |
| 19 | +%% Prevalence Survey. The samples are married women who were either not |
| 20 | +%% pregnant or do not know if they were at the time of interview. The |
| 21 | +%% problem is to predict the current contraceptive method choice |
| 22 | +%% (no use, long-term methods, or short-term methods) of a woman based |
| 23 | +%% on her demographic and socio-economic characteristics. |
| 24 | +%% |
| 25 | +%% 5. Number of Instances: 1473 |
| 26 | +%% |
| 27 | +%% 6. Number of Attributes: 10 (including the class attribute) |
| 28 | +%% |
| 29 | +%% 7. Attribute Information: |
| 30 | +%% |
| 31 | +%% 1. Wife's age (numerical) |
| 32 | +%% 2. Wife's education (categorical) 1=low, 2, 3, 4=high |
| 33 | +%% 3. Husband's education (categorical) 1=low, 2, 3, 4=high |
| 34 | +%% 4. Number of children ever born (numerical) |
| 35 | +%% 5. Wife's religion (binary) 0=Non-Islam, 1=Islam |
| 36 | +%% 6. Wife's now working? (binary) 0=Yes, 1=No |
| 37 | +%% 7. Husband's occupation (categorical) 1, 2, 3, 4 |
| 38 | +%% 8. Standard-of-living index (categorical) 1=low, 2, 3, 4=high |
| 39 | +%% 9. Media exposure (binary) 0=Good, 1=Not good |
| 40 | +%% 10. Contraceptive method used (class attribute) 1=No-use |
| 41 | +%% 2=Long-term |
| 42 | +%% 3=Short-term |
| 43 | +%% |
| 44 | +%% 8. Missing Attribute Values: None |
| 45 | + |
| 46 | +@relation contraceptive-method-choice |
2 | 47 |
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3 | 48 | @attribute V1 numeric
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4 | 49 | @attribute V2 {1,2,3,4}
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