Sentence examples for highest likelihood models from inspiring English sources

Parameters for the highest likelihood models in each class are given in Table 1.

Finally, since the highest likelihood models can differ only slightly in likelihood values and the evaluating equation [2] can result in slightly different values over multiple runs due to its stochastic nature, the highest likelihood models was evaluated again using M = 1,000,000 samples and the average likelihood over 10 such evaluations was taken.

While making proper inferences is itself highly valuable, the BMA algorithm includes estimation of likelihoods of different models, and can therefore return the highest likelihood model (often called best subset).

Generative trackers adopt an appearance model to represent the target appearance, which estimate the target state by finding the highest likelihood; the model is often updated online to deal with the appearance changes.

By further analysis of logistic regression with a stepwise variable-selection, we constructed the highest likelihood multivariate model, adjusted for age, to predict a therapeutic response, using VNTR data from only four minisatellite loci.

For rrgA, which codes for the component that confers adherence to the pilus [1], [2], [4], both tests report a significantly higher likelihood of models incorporating positive selection over models of nearly neutral evolution.

Bayesian clustering analyses [ 38] detected the highest likelihood for the model with K = 5.

Bayesian clustering analyses detected the highest likelihood for the model with three genetically homogeneous groups of individuals (K), as shown by the highest peak in the Δ K for K = 3, according to Evanno et al. (2005).

Conversely, a significantly higher likelihood of models incorporating dN/dS>1 indicates that relaxed selective constraints alone cannot explain the high level of sequence diversity for some of the genes in the rlrA islet.

If the high level of divergence of the sequences is due only to a relaxation of the selective constraints on the encoded proteins, incorporating dN/dS>1 does not provide a significant higher likelihood than models where all codons are forced to have dN/dS≤1.

For maximum likelihood (ML) tree construction, the wag amino acid model was found to have the highest likelihood score when comparing models with different fixed substitution rates among the different amino acid changes.