Sentence examples for posterior classes from inspiring English sources

Orthologs of the Hox genes are subdivided into anterior, central and posterior classes, according to their suspected evolutionary ancestry and their corresponding expression along the A-P axis.

Two large clusters of Hox genes are found on linkage group (LG) 15 and LG 21, each containing multiple members of the anterior, central and posterior classes.

We propose a parametric family of loss functions that provides accurate estimates for the posterior class probabilities near the decision regions.

Posterior class conditional probabilities extracted from the segments are multiplied to obtain the posterior class conditional probability of the entire received signal.

The two-class model showed very good classification accuracy (Entropy = 0.964; Posterior Class Probability = 0.994 0.987).

The posterior class probability according to model can be obtained by using Bayes' theorem: (1).

The posterior class conditional probability for the entire received signal s is the product of the posterior class conditional probabilities p(x m |w): p ( s | w ) = ∏ m = 1 M p ( x m | w ), (8).

The classification accuracy proved to be satisfying (Entropy = 0.863) with Posterior Class Probabilities ranging from 0.86 to 0.98.

Besides Bayes' Information Criterion BIC and Akaikeke's Information Criterion (AIC), also Entropy as well as the Posterior Class Probability can be used to extract the correct number of classes [35].

According to statistical decision theory [72], the optimal class assignment is determined by the maximal value of posterior class probabilities P(C k |t).

For model selection, we used the BIC, values of Entropy and Posterior Class Probability, the BLRT as well as theoretical implications.