资源数据集UCI Breast Cancer 原始数据

UCI Breast Cancer 原始数据

2019-11-01 | |  105 |   0 |   0
Breast Cancer Data SetDownload: Data Folder, Data Set DescriptionAbstract: Breast Cancer Data (Restricted Access)Data Set Characteristics:  MultivariateNumber of Instances:286Area:LifeAttribute Characteristics:CategoricalNumber of Attributes:9Date Donated1988-07-11Associated Tasks:ClassificationMissing Values?YesNumber of Web Hits:419495

Source:

Creators:

Matjaz Zwitter & Milan Soklic (physicians)
Institute of Oncology
University Medical Center
Ljubljana, Yugoslavia

Donors:

Ming Tan and Jeff Schlimmer (Jeffrey.Schlimmer '@' a.gp.cs.cmu.edu)


Data Set Information:

This is one of three domains provided by the Oncology Institute that has repeatedly appeared in the machine learning literature. (See also lymphography and primary-tumor.)

This data set includes 201 instances of one class and 85 instances of another class. The instances are described by 9 attributes, some of which are linear and some are nominal.


Attribute Information:

1. Class: no-recurrence-events, recurrence-events
2. age: 10-19, 20-29, 30-39, 40-49, 50-59, 60-69, 70-79, 80-89, 90-99.
3. menopause: lt40, ge40, premeno.
4. tumor-size: 0-4, 5-9, 10-14, 15-19, 20-24, 25-29, 30-34, 35-39, 40-44, 45-49, 50-54, 55-59.
5. inv-nodes: 0-2, 3-5, 6-8, 9-11, 12-14, 15-17, 18-20, 21-23, 24-26, 27-29, 30-32, 33-35, 36-39.
6. node-caps: yes, no.
7. deg-malig: 1, 2, 3.
8. breast: left, right.
9. breast-quad: left-up, left-low, right-up, right-low, central.
10. irradiat: yes, no.


上一篇:UCI Germny Credit 数值型数据集独立测试数据

下一篇:UCI Breast Cancer 数值化二分类建模数据

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