Sentence examples for mixture model fitting from inspiring English sources

Branches within colonies were pooled for subsequent mixture model fitting.

The initial Gaussian mixture model fitting was done with K0 = 80 Gaussian components.

The estimation of the mixture model is improved in Rtreemix by specifying different starting solutions for mixture model fitting (Bogojeska et al., 2008).

To describe the extent of CN aberrations in HeLa, we created a track segmenting the genome according to integer CN, which was obtained with the R/Bioconductor package DNACopy (Venkatraman and Olshen 2007) followed by mixture model fitting.

Using Kullback-Leibler divergence and Gaussian mixture model fitting, these authors reported that experts exhibited higher consistency in their search patterns.

The main technical novelty of our approach is the derivation of the backprop process through the mixture model fitting, which makes the likelihood of the resulting models differentiable with respect to the positions of the input descriptors.

This GLD mixture model (fitted using quantile matching method (Su 2010b)) now corresponds almost exactly to the survival curve (Fig. 9, (B)).

Because of a lack of appropriate reference sera a cut-off value was selected from a binormal mixture model fitted to the log-transformed optical density-values [5], and used to score wild boar positive or negative.

Using the values obtained from the mixture model fitted to the high-resolution data, we classified the clusters of data at each two-hour interval in the lower-resolution tracks.

Indeed, supplements three and four illustrate the similarities between the size distributions of ORFS described by the non-random distribution and annotated proteins by illustrating the shapes of the distributions drawn using the parameters from the mixture model fits to the ORFs and proteins listed in Table S1.

We discovered that a two-component Gaussian mixture model fit the data better than most other simple models.