82 lines
No EOL
2.9 KiB
Matlab
82 lines
No EOL
2.9 KiB
Matlab
function changes = calcLogmlChanges(inds, cqData, nCqCodes, spData, nSpCodes, locCliques, locSeparators, logml)
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% compute the logml change if the given inds are moved to another cluster
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% the input inds are supposed to come from the same cluster
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% changes is a npops*1 vector
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% Lu Cheng, 15.12.2012
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global CQ_COUNTS; global SUM_CQ_COUNTS;
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global SP_COUNTS; global SUM_SP_COUNTS;
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global PARTITION;
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global LOC_CQ_COUNTS;
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global LOC_SP_COUNTS;
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npops = size(CQ_COUNTS,3);
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changes = zeros(npops,1);
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indsToBeMoved = inds;
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if isempty(indsToBeMoved), return, end
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i1 = PARTITION(indsToBeMoved(1));
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[diffCqCounts diffCqSumCounts]= computeDiffInCounts(indsToBeMoved, cqData, nCqCodes);
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[diffSpCounts diffSpSumCounts]= computeDiffInCounts(indsToBeMoved, spData, nSpCodes);
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diffLocCqCounts = computeDiffInCliqCounts(locCliques, indsToBeMoved);
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diffLocSpCounts = computeDiffInCliqCounts(locSeparators, indsToBeMoved);
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CQ_COUNTS(:,:,i1) = CQ_COUNTS(:,:,i1) - diffCqCounts;
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SP_COUNTS(:,:,i1) = SP_COUNTS(:,:,i1) - diffSpCounts;
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SUM_CQ_COUNTS(:,i1) = SUM_CQ_COUNTS(:,i1) - diffCqSumCounts;
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SUM_SP_COUNTS(:,i1) = SUM_SP_COUNTS(:,i1) - diffSpSumCounts;
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LOC_CQ_COUNTS(:,i1) = LOC_CQ_COUNTS(:,i1) - diffLocCqCounts;
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LOC_SP_COUNTS(:,i1) = LOC_SP_COUNTS(:,i1) - diffLocSpCounts;
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% PARTITION(inds) = -1;
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updateLogmlTable(i1);
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for i2 = 1:npops
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if i2 ~= i1
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CQ_COUNTS(:,:,i2) = CQ_COUNTS(:,:,i2) + diffCqCounts;
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SP_COUNTS(:,:,i2) = SP_COUNTS(:,:,i2) + diffSpCounts;
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SUM_CQ_COUNTS(:,i2) = SUM_CQ_COUNTS(:,i2) + diffCqSumCounts;
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SUM_SP_COUNTS(:,i2) = SUM_SP_COUNTS(:,i2) + diffSpSumCounts;
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LOC_CQ_COUNTS(:,i2) = LOC_CQ_COUNTS(:,i2) + diffLocCqCounts;
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LOC_SP_COUNTS(:,i2) = LOC_SP_COUNTS(:,i2) + diffLocSpCounts;
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% PARTITION(inds) = i2;
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updateLogmlTable(i2);
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logml_new = computeTotalLogml();
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changes(i2) = logml_new - logml;
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CQ_COUNTS(:,:,i2) = CQ_COUNTS(:,:,i2) - diffCqCounts;
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SUM_CQ_COUNTS(:,i2) = SUM_CQ_COUNTS(:,i2) - diffCqSumCounts;
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SP_COUNTS(:,:,i2) = SP_COUNTS(:,:,i2) - diffSpCounts;
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SUM_SP_COUNTS(:,i2) = SUM_SP_COUNTS(:,i2) - diffSpSumCounts;
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LOC_CQ_COUNTS(:,i2) = LOC_CQ_COUNTS(:,i2) - diffLocCqCounts;
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LOC_SP_COUNTS(:,i2) = LOC_SP_COUNTS(:,i2) - diffLocSpCounts;
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% PARTITION(inds) = -1;
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updateLogmlTable(i2);
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end
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end
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CQ_COUNTS(:,:,i1) = CQ_COUNTS(:,:,i1) + diffCqCounts;
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SUM_CQ_COUNTS(:,i1) = SUM_CQ_COUNTS(:,i1) + diffCqSumCounts;
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SP_COUNTS(:,:,i1) = SP_COUNTS(:,:,i1) + diffSpCounts;
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SUM_SP_COUNTS(:,i1) = SUM_SP_COUNTS(:,i1) + diffSpSumCounts;
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LOC_CQ_COUNTS(:,i1) = LOC_CQ_COUNTS(:,i1) + diffLocCqCounts;
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LOC_SP_COUNTS(:,i1) = LOC_SP_COUNTS(:,i1) + diffLocSpCounts;
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% PARTITION(inds) = i1;
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updateLogmlTable(i1);
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%--------------------------------------------------------------------- |