Sentence examples for training likelihood from inspiring English sources

Other clues compared to the nucleus may have little help or even hurt by overfitting (actually the training likelihood still grows as T increases, data not shown).

We followed Pyron et al.'s lead in using the least-probable training point likelihood ("minimum training presence") to set the threshold for discriminating suitable from non-suitable habitat.

For Baum-Welch training, the likelihood P(X | ϕ) [ 13] can be shown to converge (under some conditions) to a stationary point which is either a local optimum or a saddle point.

Based on the trained log-likelihood ratio 'r', smyRNA can locate other ncRNAs on an input genome sequence 'G' by determining the maximally scoring substrings of the input sequence 'G'.

Depiction of maximum likelihood training of an RNN.

Maximum likelihood training is computed by evaluating equation which takes linear time while other classifiers take expensive iterative approximation.

These methods have proven successful for problems that were difficult to handle using conditional maximum likelihood training.

"If you are a mass merchandiser with no training program, the likelihood of creating wow is slim to none," says Courtney.

Table 8 compares various Maximum-Margin and Maximum Likelihood training methods for the CRF classifier, on MSRC-9 for posterior probability features over a 1000 center SIFT codebook and a 100 center Color codebook.

Finally, we improve the accuracy of the CRF by replacing the maximum likelihood training of [8] with a more discriminative and very efficient maximum-margin approach that improves on [23] by using the cutting plane algorithm of [3] over FastPD [24] based subproblem optimization.

Having received training increased the likelihood for more improved activity, OR = 2.7 (1.2-5.9 1.2-5.9ess pandicipation restrictions, OR = 3.7 (1.7-8.2).