Sentence examples for models the features from inspiring English sources

One possible direction is to use MCMC or other sampling approaches over the space of BTPs, perhaps combining this inference into a graphical model that better models the features of real sequencing data [e.g. as used in pyClone (Shah et al., 2012; Roth et al., 2014)].

Pudimat et al. (2004) models a variety of features to assist in predicting binding sites, but selects the set of features in a greedy fashion, and models the features as nodes of a generic graphical model, causing topology selection of the graphical model to be NP-hard (Pearl, 1988).

To evaluate the recognition rate achieved using mixture models, the feature vectors are fed into the GMM/SVM classifier.

(24 ) A CBS system shares with these models the feature of manual collection of excreta in relatively small containers.

The model consists of the integrated platform system, information model, part model, geometric modelling and the feature model.

Ma and Grimson [4] used a single Gaussian to model the features and a mixture of Gaussians (MoG) to model feature positions.

In this section, we modeled the features using Gaussian mixture model (GMM), which are widely used statistical classifier.

This model combines the features in Models 2 and 3 to form the most comprehensive model for capturing CVD burden.

Because the model using HAc ChIP VS performed the best among the two-feature models, the three-feature model analysis was restricted to models with motifs, HAc ChIP VS and one additional feature.

The similarity arises because the models share the features of nonlinear feedback and limited resources.

We consider a classifier based on Independent Component Analysis Mixture Modelling (ICAMM) to model the feature joint-probability density.