Sentence examples for mixture model allows from inspiring English sources

Infinite mixture model allows dynamic classification of data into clusters without having to specify the number of clusters in advance [40 42].

As detailed in (Pounds and Morris, 2003) the mixture model allows the estimation of the FDR.

Like no other approach, our Taxy-Pro mixture model allows the integration of a large amount of viral reference data from metagenomes in a highly efficient manner.

A pattern mixture model allows different imputation models for each pattern of missing values under specified MNAR mechanisms with the potential for very general application.

In a study by Graham and Miller (2006), a 'parsimonious' mixture model allows clusters to share distributions for noisy features, which enhances accuracy in estimating both the cluster parameters and the cluster number in high dimensions.

In addition to the genes identified by the insertional mutagenesis screen, a mixture model allowed us to identify a small number of genes for which their expression pattern could not be accounted using the 3 wild-type states, genes that may play a mechanistic role in the differentiation cascade.

The decomposition of behaviour into two modes using the Gaussian mixture model allowed us to identify the relationship between slow movement, into which feeding bouts are most likely to be classified, and the 600 1000 m depth range associated with the shelf-break.

This mixture model allowed us to investigate the conservation of individual microsatellites.

The mixture model allowed us to rank individual microsatellites by their probability of belonging to the lowest death rate class.

Second, a mixture model allowed for two populations of animals, exhibiting transient and durable drug responses, respectively.

The mixture model allowed us to identify the clusters, or components in the mixture, that encapsulated those genes that were simultaneously differentially expressed from myoblasts to myotubes and/or showed skeletal muscle specificity.