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心脏病 UCI

心脏病 UCI

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Health,Biology,Classification,Heart Conditions,Binary Classification Classification

数据结构 ? 0.01M

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。

    README.md

    Context This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to this date. The "goal" field refers to the presence of heart disease in the patient. It is integer valued from 0 (no presence) to 4. Content
    **Attribute Information:**
    > 1. age
    > 2. sex
    > 3. chest pain type (4 values)
    > 4. resting blood pressure
    > 5. serum cholestoral in mg/dl
    > 6. fasting blood sugar > 120 mg/dl
    > 7. resting electrocardiographic results (values 0,1,2)
    > 8. maximum heart rate achieved
    > 9. exercise induced angina
    > 10. oldpeak = ST depression induced by exercise relative to rest
    > 11. the slope of the peak exercise ST segment
    > 12. number of major vessels (0-3) colored by flourosopy
    > 13. thal: 3 = normal; 6 = fixed defect; 7 = reversable defect
    The names and social security numbers of the patients were recently removed from the database, replaced with dummy values. One file has been "processed
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