| 1 | %MUSK2 Prediction of molecules to be musks or non-musks
|
|---|
| 2 | %PRTools dataset import from UCI, 6598 objects, 166 features, 2 classes
|
|---|
| 3 | %
|
|---|
| 4 | % A = MUSK2
|
|---|
| 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/Musk+(Version+2)">related website</a>
|
|---|
| 9 | %for further information. Please make the appropriate references in
|
|---|
| 10 | %publications that make use of this dataset.
|
|---|
| 11 | %
|
|---|
| 12 | %A is a multiple-instance dataset. The objects are the instances. They
|
|---|
| 13 | %group in 102 bags. There are two labels: (1) the Bag Label and (2) the Bag
|
|---|
| 14 | %Index. Use the CHANGELABLIST command to change from labeling system. See
|
|---|
| 15 | %also MULTI_LABELING
|
|---|
| 16 | %
|
|---|
| 17 | %SEE ALSO <a href="http://prtools.tudelft.nl/prtools/">PRTools Guide</a>, <a href="http://archive.ics.uci.edu/ml/">UCI Website</a>
|
|---|
| 18 | %DATASETS, MULTI_LABELING, CHANGELABLIST
|
|---|
| 19 |
|
|---|
| 20 | function a = musk2
|
|---|
| 21 |
|
|---|
| 22 | % UCI data is Z-compressed. No Matlab command foud for uncompressing.
|
|---|
| 23 | % Load zipped data from prtools website.
|
|---|
| 24 | a = pr_download_uci('Musk+(Version+2)','http://prtools.tudelft.nl/prdatasets/musk2.zip',[],[],5);
|
|---|
| 25 | a = setlablistnames(a,'Bag Label',1);
|
|---|
| 26 | a = feat2lab(a,1,'Bag Index');
|
|---|
| 27 | a(:,2) = [];
|
|---|
| 28 | a = setname(a,'Musk version 2'); |
|---|
