comparison phase2/treeLinkFeatures.m @ 11:29304e7bfead

develop treeLinkFeatures so it searched valid lines and stops at leaf nodes

-function featureList = treeLinkFeatures(data)
+function [linkList, featureList]= treeLinkFeatures(data)
 %% linkList = treeLinkFeatures(data)
 % given a dataset, a hierarchical cluster of the data is produced, and then
 % the data is traversed, such that, for each split in the data, a set of
 % features are produced, which are the ranked features that can be used to
 % separate the given dataset at that point.

 featureList = cell(listSize-1,1);
 currentRow = [2*listSize-1];
 
 
 while (length(currentRow) > 0)
-    currentRow
-    if(currentRow(1) > listSize-1) 
-        row = currentRow(1) - listSize;
+    if(currentRow(1) >= listSize) 
+        row = currentRow(1) - listSize
         classList = traceLinkageToBinary(linkList, row);
-        featureList{row} = rfFeatureSelection(data(classList>0,:), classList(classList>0))
+        featureList{row} = rfFeatureSelection(data(classList>0,:), classList(classList>0));
         currentRow = [currentRow(2:end); linkList(row,1); linkList(row,2)];
     else
         currentRow = currentRow(2:end);
     end
 end