机器学习_Statlog (Heart) Data Set(Statlog (心脏) 数据集)
更新时间:2023-08-28 01:13:01 阅读量: 教育文库 文档下载
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This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.
Statlog (Heart) Data Set(Statlog (心脏) 数据集)
数据摘要:
This dataset is a heart disease database similar to a database already present in the repository (Heart Disease databases) but in a slightly different form
中文关键词:
Statlog,心脏,多变量,分类,UCI,
英文关键词:
Statlog,Heart,Multivariate,Classification,UCI,
数据格式:
TEXT
数据用途:
This data set is used for classification.
数据详细介绍:
Statlog (Heart) Data Set
This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.
Abstract: This dataset is a heart disease database similar to a database already present in the repository (Heart Disease databases) but in a slightly different form
Data Set Information:
Cost Matrix
_______ abse pres
absence 0 1
presence 5 0
where the rows represent the true values and the columns the predicted. Attribute Information:
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
Attributes types
-----------------
This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.
Real: 1,4,5,8,10,12
Ordered:11,
Binary: 2,6,9
Nominal:7,3,13
Variable to be predicted
------------------------
Absence (1) or presence (2) of heart disease
数据预览:
This dataset classifies people described by a set of attributes as good or bad credit risks. Comes in two formats (one all numeric). Also comes with a cost matrix.
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机器学习_Statlog (Heart) Data Set(Statlog (心脏) 数据集)08-28
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- Statlog
- 心脏
- 机器
- 数据
- 学习
- Heart
- Data
- Set
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