机器学习_Pima Indians Diabetes Data Set(皮马印第安人糖尿病数据集)

更新时间:2023-05-31 11:19:00 阅读: 评论:0

Pima Indians Diabetes Data Set(皮马印第安人糖尿病千字文的作者是谁
数据集)
数据摘要:
From National Institute of Diabetes and Digestive and Kidney Dias; Includes cost data (donated by Peter Turney)
中文关键词:
机器学习,糖尿病,分类,多变量,UCI,
英文关键词:
Machine Learning,Diabetes,Classification,MultiVarite,UCI,
数据格式:mpls协议
TEXT
数据用途:
普法宣传活动方案
This data is ud for classification.
数据详细介绍:
Pima Indians Diabetes Data Set
Abstract:
From National Institute of Diabetes and Digestive and Kidney Dias; Includes cost data
Source:
Original Owners:
崂山旅游攻略National Institute of Diabetes and Digestive and Kidney Dias
Donor of databa:
Vincent Sigillito (vgs '@' aplcen.apl.jhu.edu)
Rearch Center, RMI Group Leader
Applied Physics Laboratory
藕丸子的家常做法The Johns Hopkins University值周心得
Johns Hopkins Road
Laurel, MD 20707
辛苦
迪丽热巴个人所有资料(301) 953-6231
Data Set Information:
Several constraints were placed on the lection of the instances from a larger databa. In partic
ular, all patients here are females at least 21 years old of Pima Indian heritage. ADAP is an adaptive learning routine that generates and executes digital analogs of perceptron-like devices. It is a unique algorithm; e the paper for details.
Attribute Information:
1. Number of times pregnant
2. Plasma gluco concentration a 2 hours in an oral gluco tolerance test
3. Diastolic blood pressure (mm Hg)
4. Triceps skin fold thickness (mm)
5. 2-Hour rum insulin (mu U/ml)
6. Body mass index (weight in kg/(height in m)^2)
7. Diabetes pedigree function
8. Age (years)
9. Class variable (0 or 1)
Relevant Papers:
Smith, J.W., Everhart, J.E., Dickson, W.C., Knowler, W.C., & Johannes, R.S. (1988). Using the ADAP learning algorithm to forecast the ont of diabetes mellitus. In Proceedings of the Symposium on Computer Applications and Medical Care} (pp. 261--265). IEEE Computer Society Press.
[Web Link]
数据预览:
点此下载完整数据集

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标签:数据   分类   糖尿病   学习   活动
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