source: prdatasets/zoo.m

Last change on this file was 150, checked in by bduin, 5 years ago
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1%ZOO Animal recognition by boolean features
2%PRTools UCI dataset import, 101 objects, 16 features, 7 classes
3%
4%  A = ZOO
5%
6%DESCRIPTION
7%This command downloads one of the UCI data sets, converts it into PRTools
8%format and stores it locally for future use. Consult the <a href="http://archive.ics.uci.edu/ml/datasets/Zoo">related website</a>
9%for further information. Please make the appropriate references in
10%publications that make use of this dataset.
11%
12%The animal names can be retrieved by GETIDENT(A,'animal').
13%The feature names can be retrieved by GETFEATLAB(A).
14%
15%SEE ALSO <a href="http://prtools.tudelft.nl/prtools/">PRTools Guide</a>, <a href="http://archive.ics.uci.edu/ml/">UCI Website</a>
16%PRTOOLS, DATASETS, GETIDENT, GETFEATLAB
17
18% Copyright: R.P.W. Duin
19
20function a = zoo
21
22a = pr_download_uci('Zoo');
23
24f = dset2cell(a,1);
25a = setident(a(:,2:end),f,'animal');
26
27featlab = {'hair','feathers','eggs','milk','airborne','aquatic', ...
28  'predator','toothed','backbone','breathes','venomous','fins','legs', ...
29  'tail','domestic','catsize'};
30a = setfeatlab(a,featlab);
31a = setname(a,'Animal Recognition');
32a = setuser(a,'A simple artificial database containing 17 Boolean-valued animal attributes','desc');
33a = setuser(a,'https://archive.ics.uci.edu/ml/machine-learning-databases/zoo/zoo.names','link');
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