Research Article
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 |
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