1. Title Wisconsin Breast Cancer Database (January 8, 1991) 2. Sources http://www1.ics.uci.edu/~mlearn/MLSummary.html [breast-cancer-wisconsin] 3. Number of Instances: 699 4. Number of Attributes: 10 5. Attribute Information: Variable Size --------------------- WBCancer 699x10 Class 699x1 WBCancer: # Attribute Domain -- ----------------------------------------- 1. Sample code number id number 2. Clump Thickness 1 - 10 3. Uniformity of Cell Size 1 - 10 4. Uniformity of Cell Shape 1 - 10 5. Marginal Adhesion 1 - 10 6. Single Epithelial Cell Size 1 - 10 7. Bare Nuclei 1 - 10 8. Bland Chromatin 1 - 10 9. Normal Nucleoli 1 - 10 10. Mitoses 1 - 10 Class: 1. Class Code (2 for benign, 4 for malignant) 8. Missing attribute values: 16 There are 16 instances in Groups 1 to 6 that contain a single missing (i.e., unavailable) attribute value, now denoted by "NaN". 9. Class distribution: Class code Class Number of instances ---------------------------------------------------- 2 Benign 458 (65.5%) 4 Malignant 241 (34.5%)