Built upon it, the second phase is an interactive exploration of tree models via a few user clicks, where a user intent evaluation model is learned online to guide the modeling process.
Multiple analyses were run to ensure adequate exploration of tree and parameter space [23], [72].
Exploration of "tree space" with GARLI, using grid computing, showed that hundreds of searches are typically needed to find the best-feasible phylogeny estimate for these data.
In addition, the inference of trees based on combined sequence data and geography, rather than sequential consideration of these two aspects as implemented here, should be more accurate by allowing the more thorough exploration of tree space.
For the test cases analyzed a posterior probability of.99 according to [ 24], corresponds to a Bayesian posterior probability of.90 calculating using a Markov chain exploration of tree-space using [ 31] and about 70% bootstrap support.
However, if a user wants to apply other algorithms for tree reconstruction (for example, maximum parsimony) or to adjust parameters (for example, to seek an extension of exploration of tree space or a comparison between inferred trees), the supermatrix produced by our pipeline can be used just as well (after step XVI).
The speed and algorithms implemented in TNT enable a broader and more efficient exploration of the tree space, thereby allowing the program to find more parsimonious trees, compared to common softwares such as PAUP and PHYLIP (25).
The branch consists of the recursive exploration of the tree that lists all the collision sets for reader i.
It can be shown, in fact, that the multi-directional exploration of the tree allows for better quality solutions for the same computational cost.
Inspection of the convergence parameter and log likelihood values reveals that the exploration of the tree space has reached a plateau.
