避孕方法选择数据集，根据妇女的人口和社会经济特征预测其当前避孕方法的选择

Data Set Information: 该数据集是1987年印度尼西亚全国避孕普及率调查的子集。这些样本是已婚妇女，她们要么没有怀孕，要么在接受采访时不知道自己是否怀孕。问题是根据妇女的人口和社会经济特征预测其当前避孕方法的选择（不使用、长期方法或短期方法）。 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 Relevant Papers: 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. ([Web link] or [Web link]) [Web link] Papers That Cite This Data Set1: Earl Harris Jr. Information Gain Versus Gain Ratio: A Study of Split Method Biases. The MITRE Corporation/Washington C. 2001. [View Context]. Soumya Ray and David Page. Generalized Skewing for Functions with Continuous and Nominal Attributes. Department of Computer Sciences and Department of Biostatistics and Medical Informatics, University of Wis. [View Context]. Jos'e L. Balc'azar. Rules with Bounded Negations and the Coverage Inference Scheme. Dept. LSI, UPC. [View Context]. Citation Request: Please refer to the Machine Learning Repository's citation policy Origin: This dataset is a subset of the 1987 National Indonesia Contraceptive Prevalence Survey Creator: Tjen-Sien Lim (limt '@' stat.wisc.edu) Donor: Tjen-Sien Lim (limt '@' stat.wisc.edu)