| [142] | 1 | %AUSTRALIAN_SL Statlog (Australian Credit Approval) Data Set
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| 2 | %PRTools dataset import from UCI, 690 objects, 14 features, 2 classes
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| 3 | %
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| 4 | % A = AUSTRALIAN_SL
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| 5 | %
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| 6 | %DESCRIPTION
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| 7 | %This command downloads one of the UCI data sets, converts it into PRTools
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| 8 | %format and stores it locally for future use. Consult the <a href="http://archive.ics.uci.edu/ml/datasets/Statlog+(Australian+Credit+Approval)">related website</a>
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| 9 | %for further information. Please make the appropriate references in
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| 10 | %publications that make use of this dataset.
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| 11 | %
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| 12 | %This dataset contains a number of categorical features with N > 2
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| 13 | %categories. They may be converted to N new real features by CAT2REAL.
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| 14 | %
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| [150] | 15 | %SEE ALSO <a href="http://prtools.tudelft.nl/prtools/">PRTools Guide</a>, <a href="http://archive.ics.uci.edu/ml/">UCI Website</a>
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| [142] | 16 | %PRTOOLS, DATASETS, SETFEATDOM, FEATTYPES, CAT2REAL
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| 17 |
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| [150] | 18 | % Copyright: R.P.W. Duin
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| [142] | 19 |
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| 20 | function a = australian_sl
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| 21 |
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| 22 | a = pr_download_uci('Statlog+(Australian+Credit+Approval)','australian.dat',[],[],[],[],[],' ');
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| 23 | a(:,[1 8 9 11]) = a(:,[1 8 9 11]) + 1;
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| 24 | domains = {char('a','b'), ...
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| 25 | char('p','g','gg'), ...
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| 26 | char('ff','d','i','k','j','aa','m','c','w','e','q','r','cc','x'), ....
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| 27 | char('ff','dd','j','bb','v','n','o','h','z'), ...
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| 28 | char('f','t'), ...
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| 29 | char('f','t'), ...
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| 30 | char('f','t'), ...
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| 31 | char('s','g','p')};
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| 32 | a = setfeatdom(a,domains,[1,4,5,6,8,9,11,12]);
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| 33 | a = setname(a,'Statlog Australian Credit');
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| 34 |
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| 35 |
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