Added source Matlab code for reference
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matlab/spatial/private/update_difference_tables.m
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matlab/spatial/private/update_difference_tables.m
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function update_difference_tables(ind, cqData, nCqLetter, ...
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spData, nSpLetter, locCliques, locSeparators,logml)
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% update ADDITION_DIFFERENCE and REMOVAL_DIFFERENCE
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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 ADDITION_DIFFERENCE;
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global REMOVAL_DIFFERENCE;
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global LOC_CQ_COUNTS;
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global LOC_SP_COUNTS;
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rem_old = REMOVAL_DIFFERENCE;
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add_old = ADDITION_DIFFERENCE;
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[diffCqCounts diffCqSumCounts] = computeDiffInCounts(ind, cqData, nCqLetter);
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[diffSpCounts diffSpSumCounts] = computeDiffInCounts(ind, spData, nSpLetter);
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diffLocCqCounts = computeDiffInCliqCounts(locCliques, ind);
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diffLocSpCounts = computeDiffInCliqCounts(locSeparators, ind);
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i1 = PARTITION(ind);
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if isnan(rem_old(ind))
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% Update removal difference for the individual:
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% note that we did NOT add the removed item to other clusters
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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(ind) = -1;
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updateLogmlTable(i1);
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logml_new = computeTotalLogml();
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rem_old(ind) = logml_new-logml;
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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(ind) = i1;
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updateLogmlTable(i1);
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end
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new_pops = isnan(add_old(ind,:));
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new_pops(i1) = 0; % Own cluster needs never be calculated.
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new_pops = find(new_pops);
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for i2 = new_pops(:)'
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% Update addition differences for the individual:
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% note that we did NOT remove the item
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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(ind) = i2;
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updateLogmlTable(i2);
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logml_new = computeTotalLogml();
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add_old(ind,i2) = logml_new - logml;
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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(ind) = i1;
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updateLogmlTable(i2);
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end
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REMOVAL_DIFFERENCE = rem_old;
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ADDITION_DIFFERENCE = add_old;
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%---------------------------------------------------------------------
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