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The coach is only trying to choose the correct branch on the tree, the one that is most likely to get the most victories.
One important but expected finding is that increasing substitution rate resulted in a significant increase in error (both topologically and in terms of inferring the correct branch lengths) in all methods.
Thus, a method that had very few matching branches would not necessarily perform poorly in this respect (i.e., if it only inferred one correct branch, with the correct branch length, it would have zero variance and zero mean, even though it would likely have large FP and FN).
Usually, the correct branch leads to longer paths than tips, and this method preserves correct branches.
An event of R True is declared as correctly predicted when it concerns the right part of the gene tree (node or edge) placed in the correct branch or node of the species tree (see [ 2] for more details).
We found that for certain range of values of the parameter λ, this would always lead us to the target, picking up the correct branch that is most of the time followed by the organism.
Similar(52)
We shall have to take pains in each instance to ensure that the correct branches for the roots are used.
E.g., if phylogenetic analyses with different tools consistently lead to the same stable results, then there is at least a good chance that these results reflect the correct branching pattern of the evolution of the sequences under consideration.
Along this line of thought, Cavalier-Smith recognized that " our inability to infer the correct branching order of the seven taxa [including sporozoan, dinoflagellates, euglenoids and chlorarachnean] merely from rRNA trees cannot be seriously questioned.
We define the DF of a topologically correct branch as the branch's length in the read tree divided by its length in the source tree.
However, the range of branch lengths tested by Lemmon and Moriarty [ 39] was limited to the range for which we observed correct branch length estimation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com