breast cancer.zip
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Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image. Separating plane described above was obtained using Multisurface Method-Tree (MSM-T) [K. P. Bennett, "Decision Tree Construction Via Linear Programming." Proceedings of the 4th Midwest Artificial Intelligence and Cognitive Science Society, pp. 97-101, 1992], a classification method which uses linear programming to construct a decision tree. Relevant features were selected using an exhaustive search in the space of 1-4 features and 1-3 separating planes. The actual linear program used to obtain the separating plane in the 3-dimensional space is that described in: [K. P. Bennett and O. L. Mangasarian: "Robust Linear Programming Discrimination of Two Linearly Inseparable Sets", Optimization Methods and Software 1, 1992, 23-34].
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Additional Information
| Field | Value |
|---|---|
| Data last updated | October 8, 2024 |
| Metadata last updated | October 8, 2024 |
| Created | October 8, 2024 |
| Format | ZIP |
| License | Creative Commons Attribution |
| Datastore active | False |
| Has views | False |
| Id | 3cd21546-b366-4892-8b68-04e21edc073c |
| Mimetype | application/zip |
| Package id | 54845d6b-c6e4-4add-83f0-00cae7ff6672 |
| Position | 0 |
| Size | 48.6 KiB |
| State | active |
| Url type | upload |