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On the other hand, a beam width of 1 amounts to a greedy algorithm where we only keep the path with the highest likelihood at each frame.
The MA extends all possible paths and retains the M paths with the highest likelihood at a given depth, while the SA extends only the path with the highest likelihood but retains unextended paths.
To account for all three sources of genotype miscalling, we developed a likelihood model and utilized a parcimony algorithm to search for the matrix of genotypes with the highest likelihood at every given AFLP locus.
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By using alternative score thresholds, our method may be tuned to predict a subset of drug ADR pairs with high likelihood at the cost of false discovery rate (FDR).
Over the 105 possible tree topologies among the five lineages, 34 trees were not significantly worse than the highest likelihood tree at the 5% confidence level (0.46
Figure 6b e plots the structure with highest likelihood inferred at 1 Mb resolution.
The estimated IM parameters are presented in additional file 4. Using all four genes, the split between the two groups of populations showed the highest likelihood values at divergence times of around 1-2 Mya.
When comparing HIV-Bm to rtREV, we found that HIV-Bm had higher likelihoods at 580/951 (61%) sites, with the median improvement of 0.99 (range of 0.002 to 37.9) log-likelihood points per site, whereas at the sites where rtREV performed better, the median difference was 0.7 (range 0 31.6).
"Early on, we established that we desired a system that had the highest likelihood of remaining at the forefront of cutting-edge technology," said Diego Quijano, president of Corporación La Prensa, publisher of La Prensa and Mi Diario dailies.
Finally, the self-employed and retired adults had the highest likelihood of having at least one of the CVD risk factors compared to the other groups.
The 99.6th percentile of the PCN curve also had the highest likelihood ratio positive at 16.3 (diagnosis) and 22.0 (intervention), but had low sensitivity (15% diagnosis, 21% intervention).
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