Sentence examples for the initial likelihood from inspiring English sources
In contrast, the initial likelihood function was flat and thus difficult to optimize.
Besides the iterations, the initial likelihood involves 2(D + D c ) multiplications.
In the proposed prototype, we define an efficient and robust user feedback model, where the initial likelihood distribution calculated by the positioning system will be compensated before being presented to the user.
Then we map each ambiguous tag to a specific site based on the initial likelihood ratios.
2. Use the difference between the newly obtained likelihoods and the initial likelihood as edge costs in a fully connected undirected graph of 16 nodes.
It requires one Markov chain run to predict all necessary clustering steps, to determine a possibly more optimal solution: 1. Calculate the likelihoods of all possible pair wise context reductions (120 in total), starting from the initial clustering of each context separately (which yielded the initial likelihood).
We use so 99.9% of the probability is placed in the child state that wins the vote and 0.05% is placed in the other states as the initial likelihoods.
The ratings after the 1st draw ("initial likelihood") and 10th draw ("final likelihood") were assessed, as well as the change in rating following beads of the color opposite to the current majority ("response to disconfirmatory evidence").
Using a stylized model, I explain that the appeals process should not be employed when the appellant's initial likelihood of success falls below a threshold, that discretionary review should be used when the likelihood of success lies in a midrange, and that direct appeal should be sought when this likelihood is higher.
Because of initial likelihood problems at the start of the analyses we used a starting tree obtained from the Bayesian analysis of Massoni et al. [ 33] and rendered ultrametric using Penalized Likelihood (PL) implemented in r8s v1.8 [ 91].
This initial likelihood is the starting point for our first reduction approach, which uses the following iteration scheme: 1. Reduce the number of contexts with 1 by merging 2 contexts.
