Heart Disease UCI（心脏病相关数据集）

Heart Disease UCI（心脏病相关数据集）

原文：

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.

Attribute Information:

agesexchest pain type (4 values)resting blood pressureserum cholestoral in mg/dlfasting blood sugar > 120 mg/dlresting electrocardiographic results (values 0,1,2)maximum heart rate achievedexercise induced anginaoldpeak = ST depression induced by exercise relative to restthe slope of the peak exercise ST segmentnumber of major vessels (0-3) colored by flourosopythal: 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", that one containing the Cleveland database. All four unprocessed files also exist in this directory.

译：

这个数据库包含76个属性，但是所有公开的实验都提到使用其中14个属性的子集。特别是，克利夫兰数据库是唯一一个被ML研究人员用来。

这个日期。“目标”字段是指患者存在心脏病。它是从0（不存在）到4的整数值。

属性信息：

agesexchest pain type (4 values)resting blood pressureserum cholestoral in mg/dlfasting blood sugar > 120 mg/dlresting electrocardiographic results (values 0,1,2)maximum heart rate achievedexercise induced anginaoldpeak = ST depression induced by exercise relative to restthe slope of the peak exercise ST segmentnumber of major vessels (0-3) colored by flourosopythal: 3 = normal; 6 = fixed defect; 7 = reversable defect

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