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Subsequently, we set all parameters of the nucleotide substitution model to the MLE values, and ran a heuristic tree search with an ML criterion, using random stepwise addition of samples and tree bisection reconnection.
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After the iterative sampling and tree construction procedure, additional trees are constructed containing the sequences in the training dataset that did not appear in any of the sampled trees.
In the third experiment, we tested the effect of nucleotide sampling and tree estimation on the accuracy of the model (in our simulations, sequence length is directly correlated with the number of variable sites).
Nineteen different contextual questions are defined to train the hard decision tree as follows: Figure 3 Samples and decision tree structures.
Using random extractions of trees and iterative mapping, we investigate subsets of the full tree-ring sample to define optimal sampling strategy, sample depth and trees for the development of frequency maps of landslide reactivations.
Prevalence of C. gattii in new soil samples (9.6%) and trees (7.7%) on Vancouver Island is remarkably high (5 ).
Starting values for all parameter estimates were initially obtained using F ST [ 122] and the following search parameters were used: 10 short chains with 500 000 gene trees sampled and 5000 trees recorded; three long chains with 50 million sampled trees of which 50 000 were recorded.
The FIA data provide detailed information of sampled plots and trees for the region, including 6000 FIA plots and more than 33,000 individual trees.
The sample parameters and trees were summarized and the first 10%% were removed as burn-in.
MCMC analyses were run in BEAST for 50 to 200 M generations, sampling parameters and trees every 20 K generations.
For parameter estimation, quartet sampling and NJ tree option was chosen.
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