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The researchers then tried to join their new phylogenetic tree with the most accurate trees for either bacteria or eukaryotes.
As it is shown in the results section, the statistically most accurate trees are too complex for the DRG-application.
If a tree-like evolutionary history is assumed and true gene tree incongruence is unlikely or rare, superalignment results in the most accurate trees.
The results of this analysis showed that, as expected, Maximum Likelihood and Bayesian analysis produced the most accurate trees, particularly at the highest substitution rates (not shown).
First, directly trying to optimize the total topological distance of supertrees to their source trees is not likely to produce the most accurate trees, since better trees are being produced through other means.
Even the probabilistic methods (PhyML, ML ε and Bayesian), which produced the most accurate trees when insertions and deletions were introduced in equal numbers, performed somewhat poorly when the ratio was 1 3.
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We set the Favor option of the Simple Mode to generate the most accurate tree possible.
Bear in mind that our study focuses on the evolutionary history of LTR retroelements, not on the most accurate tree of life topology.
For groups of trees where all the split variables are the same, but the split points differ the most accurate tree is selected and considered as a candidate model.
We conclude that the presented MrBayes tree is the most robust and most accurate tree out of all calculated trees (Parsimony, distance based, maximum likelihood and MrBayes tree) and therefore we choose this tree as our reference tree in this studied case.
TreeFix-DTL infers the most accurate gene trees: TreeFix-DTL offers consistent, high-quality performance, outperforming all other methods under most conditions and decreasing the error rate of RAxML trees by an average of 71.1%.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com