Sentence examples for based on maximum posterior from inspiring English sources

This article discusses a new approach to map accuracy assessment based on maximum posterior probability estimators.

Subsequent to determining the best fitting number of classes, participants were assigned to classes based on maximum posterior probability.

In conclusion, our results demonstrate that approaches using the Bayes classifier based on maximum posterior probabilities outperform arbitrary filters and that the SeqEM approach we propose provides a principled way to estimate the required parameters in unrelated individuals.

Aimed at the problem of nonlinear and time-varying noise characteristics in inertial and land-based integrated navigation system, a cubature Kalman filter algorithm based on maximum a posterior estimation and fading factor has been proposed, and the fuzzy control theory is used to make it better to track the time-varying noise characteristics.

The functional divergence between specific clades was analyzed using DIVERGE 2.0 [ 36], which can predict the functional divergence of a protein family based on maximum likelihood and posterior probabilities.

Phylogenetic trees based on maximum parsimony and Bayesian methods produce very similar results, with similarly high bootstrap and posterior probability support for the distinct CES clusters observed in the distance tree (Fig. 4).

and were based on maximum likelihood estimation.

Sampling was purposive and based on maximum variation.

Parametric regression survival models were based on maximum likelihood estimation.

After that, it performs clustering based on maximum weight cliques.

Class assignment is based on maximum conditional likelihood.