Sentence examples for using the prior variance from inspiring English sources

Then, using the prior variance, we identified DEGs in small sample-sized test datasets using the Baldi's framework.

In the three methods using the prior variance only, GMixture outperforms GPooled and GGlobal in three out of four test datasets.

The third are Bayesian methods which use the posterior variance combining the data variance and the prior variance from reference datasets.

For Bayesian integration of the prior variance and the data variance, we use the fomula by Baldi and Long (2001) that models log-expression values by normal distributions, parameterized by corresponding means and variances with hierarchical prior distributions.

The prior variance of is.

The prior variance is expressed as precision, which is simply the inverse of the variance.

Thus, the prior variance is centered near the observed variance for each model.

The prior (particularly the prior variance) reflects uncertainty about the values before observing the data.

In their MH algorithm, they use the prior distribution of the locus-specific variance as the proposal distribution.

An example of the tokenization is provided in Figure 2. We used the IOB label set with only one entity label ("CHEMICAL"), a CRF order of 1, and L2 regularization using the default Gaussian prior variance, 1.0.

Different posterior variances are derived from the same data variance depending on the prior variances.