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A naive implementation of the proposed LDA merging procedure requires LDA estimations in the worst case, resulting in complexity, where is the population size for the most populous cluster.
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Every merging operation requires at most k - 2 equality comparisons.
To obtain a broadband simulation, a merging procedure was applied.
The result of the merging procedure is uniquely determined by the set of saddle points that is used for merging.
The merging procedure aimed at generating more manageable and interpretable zones.
If C 2 does not hold for any cluster pair, terminate the merging procedure.
It begins the merging procedure from the source node and recursively merges adjacent nodes one by one into the source set.
Ensembles of genes resulting from this merging procedure reflect such "core-attachment" constellations.
We consider the default merging procedure for the closing step.
The merging procedure is implemented in the TreeBeST phylogenetic engine.
This merging procedure was already validated and shown to be a very fruitful approach [ 15, 45].
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