From 97e1498130a72f0a081b42759fa386a7460bb75d Mon Sep 17 00:00:00 2001
From: Calvin Morrison <mutantturkey@gmail.com>
Date: Tue, 18 Mar 2014 15:59:19 -0400
Subject: remove FEAST from our source, as our changes went upstream

---
 FEAST/MIToolbox/demonstration_algorithms/CMIM.m | 49 -------------------------
 1 file changed, 49 deletions(-)
 delete mode 100644 FEAST/MIToolbox/demonstration_algorithms/CMIM.m

(limited to 'FEAST/MIToolbox/demonstration_algorithms/CMIM.m')

diff --git a/FEAST/MIToolbox/demonstration_algorithms/CMIM.m b/FEAST/MIToolbox/demonstration_algorithms/CMIM.m
deleted file mode 100644
index 8ae1f7c..0000000
--- a/FEAST/MIToolbox/demonstration_algorithms/CMIM.m
+++ /dev/null
@@ -1,49 +0,0 @@
-function selectedFeatures = CMIM(k, featureMatrix, classColumn)
-%function selectedFeatures = CMIM(k, featureMatrix, classColumn)
-%Computes conditional mutual information maximisation algorithm from
-%"Fast Binary Feature Selection with Conditional Mutual Information"
-%by F. Fleuret (2004)
-
-%Computes the top k features from
-%a dataset featureMatrix with n training examples and m features
-%with the classes held in classColumn.
-
-noOfTraining = size(classColumn,1);
-noOfFeatures = size(featureMatrix,2);
-
-partialScore = zeros(noOfFeatures,1);
-m = zeros(noOfFeatures,1);
-score = 0;
-answerFeatures = zeros(k,1);
-highestMI = 0;
-highestMICounter = 0;
-
-for n = 1 : noOfFeatures
-  partialScore(n) = mi(featureMatrix(:,n),classColumn);
-  if partialScore(n) > highestMI
-    highestMI = partialScore(n);
-    highestMICounter = n;
-  end
-end
-
-answerFeatures(1) = highestMICounter;
-
-for i = 2 : k
-  score = 0;
-  limitI = i - 1;
-  for n = 1 : noOfFeatures
-    while ((partialScore(n) >= score) && (m(n) < limitI))
-      m(n) = m(n) + 1;
-      conditionalInfo = cmi(featureMatrix(:,n),classColumn,featureMatrix(:,answerFeatures(m(n))));
-      if partialScore(n) > conditionalInfo
-        partialScore(n) = conditionalInfo;
-      end
-    end
-    if partialScore(n) >= score
-      score = partialScore(n);
-      answerFeatures(i) = n;
-    end
-  end
-end
-
-selectedFeatures = answerFeatures;
-- 
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