Sentence examples for improves the prior from inspiring English sources

The Gaussian mixture model improves the prior variance estimation from GEO database in terms of performance exploiting the multi-distributional structure in GEO database.

At best, their new policy has not improved the prior situation".

This leads to a classical circular problem, which we solve using an iterative algorithm that alternates between improving the modeling of genes and improving the prior (prototypes).

However, since perhaps a fifth of genes have an immunological function using this information to guide the selection of candidates would only improve the prior odds by a factor of 5 taking them from 100 000:1 to 20 000:1.

Using multiple available sources of information to guide the selection of candidates in a process known as genomic convergence has been suggested (Hauser et al., 2003) but even this comprehensive approach seems unlikely to improve the prior odds much beyond 1000 1 (Wacholder et al., 2004).

Since non-synonymous coding variants and variants in regulatory regions or splice sites are more likely to have a functional effect than variants in silent non-coding regions it has also been suggested that concentrating analysis on these more functional relevant variants could also improve the prior odds (Tabor et al., 2002).

It also introduces the pre-processing PERA step, which improves the inclusion of prior pathway knowledge by making it more systematic.

This indicates that not all of the edges are well supported by the data and therefore increasing the effect of the prior improves the algorithm.

The spontaneous re-initiation and continuous reflected re-initiation mechanisms previously observed by Murray and Lee [8] were confirmed, but the present study improves upon the prior one through the conclusive observation that successful propagation of detonations after multiple reflections from the front and back walls of the confined volume is also possible.

St. John's and ULTCW plan to enroll three successive cohorts of IHSS workers and clients in the Los Angeles County pilot, a design which will provide time to assess and improve the program prior to enrolling subsequent cohorts.

We stopped at round two because we believed that the cognitive testing was sufficient to improve the survey prior to field testing.