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For each frame, the class yielding the highest likelihood is chosen.
BGs (right) are evaluated at the candidates listed in the association table (crosses) and the highest likelihood is retained (bottom).
For all hypothesized SNR conditions, we calculate the joint likelihood of all mixture frames and the Gaussian sequences being generated by the factorial HMM, and the hypothesized input SNR corresponding to the highest likelihood is selected as the detected value.
In the maximum-likelihood (ML) approach, evolution is explicitly modeled with a transition rate matrix, and the tree that best explains the data – the tree with the highest likelihood – is the best tree [5].
The tree with the highest likelihood is presented in Figure 4 and used for evolutionary analysis.
To avoid the effect of the initialization, all estimations are repeated 15 times, and the one with highest likelihood is selected.
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Snow may fall as early as October and as late as May, the highest likelihood being in December and January.
The set of acoustic models that obtained the highest likelihood was chosen, as it was considered to be the most suitable for decoding the corresponding speech segment.
To reduce the computational cost, N speaker models with the highest likelihood are obtained using a GSS without tuning (that is, α=n=1).
The highest likelihood was used for further analyses and ancestry plotting.
The highest likelihood was observed for two groups containing 12 chromosomes each, with p1 = 0.42, p2 = 0.13 and alpha = 0.46.
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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