{
  "fetched_at": "2026-10-20T07:47:25Z",
  "source_url": "https://www.kaggle.com/competitions/breast-cancer-detection/data",
  "pages": [
    {
      "name": "data-description",
      "content": "### File descriptions\n\n- train.csv - the training set\n- test.csv - the test set\n- sample-submission.csv - a sample submission file in the correct format\n\n### Data fields\n\n- id - a unique id to a given customer",
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      "name": "Description",
      "content": "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.n 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].\n\nThis database is also available through the UW CS ftp server:ftp ftp.cs.wisc.educd math-prog/cpo-dataset/machine-learn/WDBC/\n\nAlso can be found on UCI Machine Learning Repository: [https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Diagnostic%29](https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Diagnostic%29)\n\n## License\n\nThis breast cancer database was obtained from the University of Wisconsin Hospitals, Madison from Dr. William H. Wolberg. If you publish results when using this database, then please include this information in your acknowledgement. Also, please cite one or more of:\n\n1. O. L. Mangasarian and W. H. Wolberg: \"Cancer diagnosis via linear programming\", SIAM News, Volume 23, Number 5, September 1990, pp 1 & 18.\n2. William H. Wolberg and O.L. Mangasarian: \"Multisurface method of pattern separation for medical diagnosis applied to breast cytology\", Proceedings of the National Academy of Sciences, U.S.A., Volume 87, December 1990, pp 9193-9196.\n3. O. L. Mangasarian, R. Setiono, and W.H. Wolberg: \"Pattern recognition via linear programming: Theory and application to medical diagnosis\", in: \"Large-scale numerical optimization\", Thomas F. Coleman and Yuying Li, editors, SIAM Publications, Philadelphia 1990, pp 22-30.\n4. K. P. Bennett & O. L. Mangasarian: \"Robust linear programming discrimination of two linearly inseparable sets\", Optimization Methods and Software 1, 1992, 23-34 (Gordon & Breach Science Publishers).",
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    {
      "name": "Evaluation",
      "content": "### **EVALUATION Metric**\n\nThe Scoring Metric for this competition is categorization accuracy.\n\n### **Submission**\n\nThe submission format is given in the data. There should be two columns in the CSV file titled 'Id' and 'diagnosis' as given in the sample submission file.",
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    },
    {
      "name": "rules",
      "content": "This is a page where you can include rules that participants must accept before joining. You may wish to include rules like:\n\n - Don't cheat!\n - Apply yourself!\n - Have fun!",
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