Sentence examples for likelihood hypothesis from inspiring English sources

These three different ensembles are one maximizing maximum likelihood hypothesis (MLE), one maximizing maximum a posteriori hypothesis (MAP), a hybrid one maximizing both MLE and MAP hypotheses.

The distinctive features of a malicious record like the consent-based features and the API call based features are considered keeping in mind the end goal to give a superior discovery via preparing a gathering of classifiers and combining their choices utilizing collective approach in view of likelihood hypothesis.

In our experiment, the evidence is determined by the Log numerical distance and the precise probability of generating a response given a stimulus can be estimated using bayesian models based on maximum likelihood hypothesis [55], [56].

Unless otherwise specified, we estimated model parameters using maximum likelihood, hypothesis tests were likelihood ratio tests, and we computed 90% confidence intervals (90% CIs) by the profile likelihood method (Cox and Hinkley 1974; Crump 2002b; Venzon and Moolgavkar 1988).

Here, we employ maximum-likelihood hypothesis testing for the inference of phylogenetic trees for a range of datasets corresponding to yeast, S. cerevisiae.

Under the UPM model, individual gene phylogenies are taken as given and represent the maximum-likelihood hypotheses about the evolution of those genes.

We introduce the new class of models and discuss conditional maximum likelihood estimation, hypothesis testing inference, diagnostic analysis and forecasting.

Cases like the one envisioned in the law of likelihood, where hypotheses deductively entails a definite probability for the data, are relatively rare.

According to the weak likelihood principle, hypotheses that are uniformly better predictors of the data are better supported by the data.

This reliability measure allows to give higher likelihood to hypotheses containing objects validated for more time in the scene and is defined in equation (9).

The monophyly of subfamilies Type I, IIb, IIa-1, and IIa-2 was supported by Bayes Factor tests because negative constraints to prohibit the monophyly of each subfamily resulted in trees with significantly lower likelihood scores (hypotheses 1, 2a, 2b, and 2c, respectively; Table  2 and Figure  7).