source: prdatasets/diabetes.m

Last change on this file was 142, checked in by bduin, 5 years ago

Updated collection of datasets

File size: 920 bytes
Line 
1%DIABETES 768 objects with 8 features in 2 classes
2%
3%        X = DIABETES
4%
5% Pima-indians diabetes database from National Institute of Diabetes and
6% Digestive and Kidney Diseases. This is the 'Pima Indians Diabetes'
7% dataset of the UCI Machine Learning Repository,
8% //www.ics.uci.edu/~mlearn/MLRepository.html
9
10function a = diabetes
11 
12a = pr_loadmatfile;
13if isempty(a)
14  opt.delimeter = ' ';
15  opt.labfeat   = 9;
16  opt.featnames = {'NumPregnancies' 'plasmaGlucose' 'diastolicBloodPr' ...
17        'tricepsSkinfold' '2hrSerumInsulin' 'BodyMassIndex' ...
18        'DiabetesPedigreeFn' 'Age'};
19  opt.classnames = {'present' 'absent'};
20  opt.link  = 'ftp://ftp.ics.uci.edu/pub/machine-learning-databases/pima-indians-diabetes/';
21  opt.desc  = 'The Pima Indians Diabetes Database from UCI.';
22  opt.dsetname = 'Diabetes Dataset';
23  a = pr_download('http://prtools.tudelft.nl/prdatasets/diabetes.dat',[],opt);
24end
25
26return
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