Improved Cost-Sensitive Support Vector Machine Classifier for Breast Cancer Diagnosis

Table 3

Summary of attributes for WBC dataset.

Attribute	Domain	Mean	Standard error
Clump Thickness	1~10	4.44	2.82
Uniformity of Cell Size	1~10	3.15	3.07
Uniformity of Cell Shape	1~10	3.22	2.99
Marginal Adhesion	1~10	2.83	2.86
Single Epithelial Cell Size	1~10	3.23	2.22
Bare Nuclei	1~10	3.54	3.64
Bland Chromatin	1~10	3.45	2.45
Normal Nucleoli	1~10	2.87	3.05
Mitoses	1~10	1.60	1.73