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DEMO_univariate.m
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DEMO_univariate.m
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function DEMO_univariate(DataSetStartIndex, DataSetEndIndex, thisrun)
Datasets = [];
f = dir('DATASETS');
for i = 3:length(f)
Datasets = [Datasets; cellstr(f(i).name)];
end
% Sort Datasets
[Datasets, DSOrder] = sort(Datasets);
rand_idxs = zeros(length(Datasets),1);
timing_idxs = zeros(length(Datasets),1);
results = zeros(length(Datasets),2);
for i = 1:length(Datasets)
if (i>=DataSetStartIndex & i<=DataSetEndIndex)
display(['Dataset being processed: ', char(Datasets(i))]);
DS = LoadUCRdataset(char(Datasets(i)));
for rep = 1 : 1
[labels centroids] = kShape_univariate(DS.Data, length(DS.ClassNames));
disp(RandIndex(labels, DS.DataClassLabels))
disp(AdjustedRandIndex(labels, DS.DataClassLabels))
disp(NormalizedMutualInformation(labels, DS.DataClassLabels))
end
end
end
end