comparison core/tools/machine_learning/svmlight2weight.m @ 0:cc4b1211e677 tip

initial commit to HG from
Changeset:
646 (e263d8a21543) added further path and more save "camirversion.m"

+function w = svmlight2weight(modelfile)
+% returns the dual weight vecor for a given svm model
+%
+% All the script does is compute the weighted sum of the support vectors
+% (first element in line is alpha*y, what follows is the feature vector).
+% For further info, see the comment in the model file for its format. 
+
+tagstr = python('svmlight2weight.py', modelfile);
+
+[firstidx] = strfind(tagstr, '1 :');
+
+%get start of vector description
+tagstr = tagstr(firstidx:end);
+
+% parse text function output
+vecs = textscan(tagstr,'%d %f','Delimiter',':');
+
+% initialise
+w = zeros(max(vecs{1}),1);
+
+% set values
+w(vecs{1}) = vecs{2};
+