1 files changed, 0 insertions, 100 deletions
diff --git a/FEAST/FSToolbox/feast.m b/FEAST/FSToolbox/feast.m
deleted file mode 100644
index 96a685e..0000000
--- a/FEAST/FSToolbox/feast.m
+++ /dev/null
@@ -1,100 +0,0 @@
-function [selectedFeatures] = feast(criteria,numToSelect,data,labels,varargin)
-%function [selectedFeatures] = feast(criteria,numToSelect,data,labels,varargin)
-%
-%Provides access to the feature selection algorithms in FSToolboxMex
-%
-%Expects the features to be columns of the data matrix, and
-%requires that both the features and labels are integers.
-%
-%Algorithms are called as follows
-%
-%[selectedFeatures] = feast('algName',numToSelect,data,labels)
-% where algName is:
-%  mim, mrmr, cmim, jmi, disr, cife, icap, condred, cmi, relief
-%
-%[selectedFeatures] = feast('algName',numToSelect,data,labels,beta)
-% where algName is:
-%  mifs (defaults to beta = 1.0 if unspecified)
-%
-%[selectedFeatures] = feast('algName',numToSelect,data,labels,beta,gamma)
-% where algName is:
-% betagamma
-%[selectedFeatures] = feast('algName',numToSelect,data,labels,threshold)
-% where algName is:
-% fcbf (note this ignores the numToSelect)
-%
-% The license is in the license.txt provided.
-
-
-%Internal FSToolbox Criteria to number mapping
-%MIFS      = 1
-%mRMR      = 2
-%CMIM      = 3
-%JMI       = 4 
-%DISR      = 5 
-%CIFE      = 6 
-%ICAP      = 7 
-%CondRed   = 8 
-%BetaGamma = 9 
-%CMI       = 10
-%
-
-if ((numToSelect < 1) || (numToSelect > size(data,2)))
-    error(['You have requested ' num2str(numToSelect) ' features, which is not possible']);
-end
-
-finiteDataCount = sum(sum(isfinite(data)));
-finiteLabelsCount = sum(sum(isfinite(labels)));
-
-totalData = numel(data);
-totalLabels = numel(labels);
-
-if ((finiteDataCount ~= totalData) || (finiteLabelsCount ~= totalLabels))
-    error(['Some elements are NaNs or infinite. Please check your data']);
-end
-
-if (strcmpi(criteria,'mim'))
-    selectedFeatures = MIM(numToSelect,data,labels);
-elseif (strcmpi(criteria,'mifs'))
-    if (nargin == 4)
-        beta = 1;
-    else
-        beta = varargin{1};
-    end
-    selectedFeatures = FSToolboxMex(1,numToSelect,data,labels,beta);
-elseif (strcmpi(criteria,'mrmr'))
-    selectedFeatures = FSToolboxMex(2,numToSelect,data,labels);
-elseif (strcmpi(criteria,'cmim'))
-    selectedFeatures = FSToolboxMex(3,numToSelect,data,labels);
-elseif (strcmpi(criteria,'jmi'))
-    selectedFeatures = FSToolboxMex(4,numToSelect,data,labels);
-elseif (strcmpi(criteria,'disr'))
-    selectedFeatures = FSToolboxMex(5,numToSelect,data,labels);
-elseif ((strcmpi(criteria,'cife')) || (strcmpi(criteria,'fou')))
-    selectedFeatures = FSToolboxMex(6,numToSelect,data,labels);
-elseif (strcmpi(criteria,'icap'))
-    selectedFeatures = FSToolboxMex(7,numToSelect,data,labels);
-elseif (strcmpi(criteria,'condred'))
-    selectedFeatures = FSToolboxMex(8,numToSelect,data,labels);
-elseif (strcmpi(criteria,'betagamma'))
-    if (nargin ~= 6)
-        error('BetaGamma criteria expects a beta and a gamma');
-    else
-        beta = varargin{1};
-        gamma = varargin{2};
-    end
-    selectedFeatures = FSToolboxMex(9,numToSelect,data,labels,beta,gamma);
-elseif (strcmpi(criteria,'cmi'))
-    selectedFeatures = FSToolboxMex(10,numToSelect,data,labels);
-elseif (strcmpi(criteria,'fcbf'))
-    if (nargin == 4)
-        error('Threshold for FCBF not supplied');
-    else
-        selectedFeatures = FCBF(data,labels,varargin{1});
-    end
-elseif (strcmpi(criteria,'relief'))
-    [tmp selectedFeatures] = RELIEF(data,labels);
-else
-    selectedFeatures = [];
-    disp(['Unrecognised criteria ' criteria]);
-end