From 94da049a53423a9aca04d8376b75347ca7eadcbe Mon Sep 17 00:00:00 2001
From: Calvin <calvin@EESI>
Date: Tue, 26 Mar 2013 13:21:36 -0400
Subject: moved FEAST Libraries

---
 FEAST/FSToolbox/MIM.m | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)
 create mode 100644 FEAST/FSToolbox/MIM.m

(limited to 'FEAST/FSToolbox/MIM.m')

diff --git a/FEAST/FSToolbox/MIM.m b/FEAST/FSToolbox/MIM.m
new file mode 100644
index 0000000..31695e4
--- /dev/null
+++ b/FEAST/FSToolbox/MIM.m
@@ -0,0 +1,17 @@
+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);
-- 
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