% Citation Request: % This breast cancer domain was obtained from the University Medical Centre, % Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to M. Zwitter and % M. Soklic for providing the data. Please include this citation if you plan % to use this database. % % 1. Title: 乳腺癌复发数据集(已丢弃缺失属性的实例) % % 2. Sources: % -- http://www.openml.org/d/13 % % 3. Past Usage: % -- Smite Chow 北航数据挖掘课程作业 % % 4. Relevant Information: % 数据集一共有277个实例,其中复发81例,没有复发的是196例。每个实例有10个属性,属性的类型全都是枚举类型,属性的具体含义见下表: % % 属性名|含义|取值范围 % -----|---|------- % Class|是否复发|no-recurrence-events, recurrence-events % age|年龄|10-19, 20-29, 30-39, 40-49, 50-59, 60-69, 70-79, 80-89, 90-99 % menopause|绝经情况|lt40(40岁之前绝经), ge40(40岁之后绝经), premeno(还未绝经) % tumor-size|肿瘤大小|0-4, 5-9, 10-14, 15-19, 20-24, 25-29, 30-34, 35-39, 40-44, 45-49, 50-54, 55-59 % inv-nodes|受侵淋巴结数|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 % node-caps|有无结节冒|yes, no % deg-malig|恶性肿瘤程度|1, 2, 3 % breast|肿块位置|left, right % breast-quad|肿块所在象限|left-up, left-low, right-up, right-low, central % irradiat|是否放疗|yes, no % % @relation breast-cancer @attribute 'age' {'10-19','20-29','30-39','40-49','50-59','60-69','70-79','80-89','90-99'} @attribute 'menopause' {'lt40','ge40','premeno'} @attribute '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'} @attribute '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'} @attribute 'node-caps' {'yes','no'} @attribute 'deg-malig' {'1','2','3'} @attribute 'breast' {'left','right'} @attribute 'breast-quad' {'left_up','left_low','right_up','right_low','central'} @attribute 'irradiat' {'yes','no'} @attribute 'Class' {'no-recurrence-events','recurrence-events'} @data '40-49','premeno','15-19','0-2','yes','3','right','left_up','no','recurrence-events' '50-59','ge40','15-19','0-2','no','1','right','central','no','no-recurrence-events' '50-59','ge40','35-39','0-2','no','2','left','left_low','no','recurrence-events' '40-49','premeno','35-39','0-2','yes','3','right','left_low','yes','no-recurrence-events' '40-49','premeno','30-34','3-5','yes','2','left','right_up','no','recurrence-events' '50-59','premeno','25-29','3-5','no','2','right','left_up','yes','no-recurrence-events' '50-59','ge40','40-44','0-2','no','3','left','left_up','no','no-recurrence-events' 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