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"using SVM with WVT"
IngoRM
Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert, Community Manager, RMResearcher, Member, University Professor Posts: 1,751 RM Founder
Original message posted on SourceForge forum at http://sourceforge.net/forum/forum.php?thread_id=2041847&;forum_id=390413
Hi all,
As part of my thesis, I need to use SVM in order to classify some document vectors. In order to do that, I'm using the Word Vector Tool (WVT) extension.
When I used RapidMiner in the past it was only for clustering, so all I had to do was put all my documents in a single directory and then use the following code:
List<Object[]> textList = new LinkedList<Object[]>();
//adding the directory
textList.add(new Object[] {"test_set","D:/programming/eclipse/Thesis/datasets/documents"});
Operator wvtoolOperator = OperatorService.createOperator("WVTool");
wvtoolOperator.setListParameter("texts", textList);
Now, however, I need to set different values for two groups of documents. So I tried to use the following code:
WVTFileInputList list = new WVTFileInputList(2);
list.addEntry(new WVTDocumentInfo("D:/programming/eclipse/Thesis/datasets/confidential", "txt","", "english", 0));
list.addEntry(new WVTDocumentInfo("D:/programming/eclipse/Thesis/datasets/unconfidential", "txt","", "english", 1));
The problem is I wasn't able to find out how get this list into the wvtoolOperator object.
Help will be very much appreciated.
Gil
Answer by Ingo Mierswa:
Hello,
just use
List<Object[]> textList = new LinkedList<Object[]>();
//adding the directory
textList.add(new Object[] {"confidential","D:/programming/eclipse/Thesis/datasets/confidential"});
textList.add(new Object[] {"unconfidenctial","D:/programming/eclipse/Thesis/datasets/unconfidential"});
Operator wvtoolOperator = OperatorService.createOperator("WVTool");
wvtoolOperator.setListParameter("texts", textList);
Cheers,
Ingo
Hi all,
As part of my thesis, I need to use SVM in order to classify some document vectors. In order to do that, I'm using the Word Vector Tool (WVT) extension.
When I used RapidMiner in the past it was only for clustering, so all I had to do was put all my documents in a single directory and then use the following code:
List<Object[]> textList = new LinkedList<Object[]>();
//adding the directory
textList.add(new Object[] {"test_set","D:/programming/eclipse/Thesis/datasets/documents"});
Operator wvtoolOperator = OperatorService.createOperator("WVTool");
wvtoolOperator.setListParameter("texts", textList);
Now, however, I need to set different values for two groups of documents. So I tried to use the following code:
WVTFileInputList list = new WVTFileInputList(2);
list.addEntry(new WVTDocumentInfo("D:/programming/eclipse/Thesis/datasets/confidential", "txt","", "english", 0));
list.addEntry(new WVTDocumentInfo("D:/programming/eclipse/Thesis/datasets/unconfidential", "txt","", "english", 1));
The problem is I wasn't able to find out how get this list into the wvtoolOperator object.
Help will be very much appreciated.
Gil
Answer by Ingo Mierswa:
Hello,
just use
List<Object[]> textList = new LinkedList<Object[]>();
//adding the directory
textList.add(new Object[] {"confidential","D:/programming/eclipse/Thesis/datasets/confidential"});
textList.add(new Object[] {"unconfidenctial","D:/programming/eclipse/Thesis/datasets/unconfidential"});
Operator wvtoolOperator = OperatorService.createOperator("WVTool");
wvtoolOperator.setListParameter("texts", textList);
Cheers,
Ingo
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