1 files changed, 17 insertions, 0 deletions
diff --git a/FEAST/FSToolbox/MIM.m b/FEAST/FSToolbox/MIM.m
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+++ b/FEAST/FSToolbox/MIM.m
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+function [selectedFeatures scoreVector] = MIM(k, data, labels)
+%function [selectedFeatures scoreVector] = MIM(k, data, labels)
+%
+%Mutual information Maximisation
+%
+% The license is in the license.txt provided.
+
+numf = size(data,2);
+classMI = zeros(numf,1);
+
+for n = 1 : numf
+	classMI(n) = mi(data(:,n),labels);
+end
+
+[scoreVector index] = sort(classMI,'descend');
+
+selectedFeatures = index(1:k);