该数据集包含来自芝加哥大学比林斯医院1958至1970年间进行的乳腺癌手术患者存活的研究案例。

Attribute Information:

1.手术时患者的年龄（数字）
2.患者手术年份（1900年，数字）
3.检测到的阳性腋窝淋巴结数（数字）
4.生存状态（类属性）
--1=患者存活5年或更长时间
--2=患者在5年内死亡

Relevant Papers:

Haberman, S. J. (1976). Generalized Residuals for Log-Linear Models, Proceedings of the 9th International Biometrics Conference, Boston, pp. 104-122.

Landwehr, J. M., Pregibon, D., and Shoemaker, A. C. (1984), Graphical Models for Assessing Logistic Regression Models (with discussion), Journal of the American Statistical Association 79: 61-83.
[Web link]

Lo, W.-D. (1993). Logistic Regression Trees, PhD thesis, Department of Statistics, University of Wisconsin, Madison, WI.
[Web link]

Papers That Cite This Data Set¹:

Dennis DeCoste. Anytime Query-Tuned Kernel Machines via Cholesky Factorization. SDM. 2003.  [View Context].

Dennis DeCoste. Anytime Interval-Valued Outputs for Kernel Machines: Fast Support Vector Machine Classification via Distance Geometry. ICML. 2002.  [View Context].

Yin Zhang and W. Nick Street. Bagging with Adaptive Costs. Management Sciences Department University of Iowa Iowa City.  [View Context].

Denver Dash and Gregory F. Cooper. Model Averaging with Discrete Bayesian Network Classifiers. Decision Systems Laboratory Intelligent Systems Program University of Pittsburgh.  [View Context].

Citation Request:

Please refer to the Machine Learning Repository's citation policy

Donor:  

Tjen-Sien Lim (limt '@' stat.wisc.edu)