Sentence examples for model and infer from inspiring English sources

We use a Gibbs sampler to perform inference on the resulting model and infer the ancestry proportions and the number of clusters that best explain the data.

This situation motivates the use of Bayesian inference [ 29] to integrate experimental measurements with the model and infer unknown parameters.

This paper proposes the use of Artificial Neural Networks as powerful tools to model and infer the excess attenuation induced by vegetation formations.

"One of the major goals is to model and infer how plants really work, based on genomic information, in different environments," says Jim Carrington, president of the Donald Danforth Plant Science Center in St .Louis, Missouri.

A Viterbi-type algorithm is used to determine an optimal traversal of the state-based model and infer a trajectory across the manifold and therefore a continuous sequence of lip movements.

A next step in re-opening this long-neglected area of study might be to use more detailed sets of data to infer the differential roles of the mechanisms that generate cyclical changes in pure wage discrimination in our model and infer why the net effects differ among the groups we have studied.

It is known that repeats of different copy number have different probabilities of appearance in shotgun data, so based on this principle, we constructed a statistical model and inferred criteria for mathematically defined repeats (MDRs) at different shotgun coverages.

To cope with more realistic impure situations, we suggest adding an additional hierarchy to the model and inferring the variables P and Π as well.

Figure  6 shows Maximum Likelihood bootstrap original and condensed trees based on the Tamura 3-parameter model and inferred from 5000 replicates.

STRUCTURE version 2.3 [ 36] was run with default settings, using the admixture model and inferring α, for 400,000 steps after a burn-in period of 100,000 steps for each species, respectively.

The presented algorithms rely on a robots inherent high-level feature extraction capability (object recognition and structural element extraction) capability to actually form concept models and infer them.