Sentence examples for capturing correlation from inspiring English sources

In general, QSAR modelling requires three main features: a data set of molecules, appropriate descriptors and an efficient statistical method for capturing correlation.

We account for the complex spatial correlation structure of the brain by using a Markov random field (MRF) prior on the parameters guiding the selection of the activated voxels, therefore capturing correlation among nearby voxels.

Thus, rather than just capturing correlations between genes, a predictive model, which is most likely to have generated the observed data is formed.

We assume the count data from the two samples are jointly emitted from G i thus capturing correlations between the variables, and allowing statistical strength to be borrowed across the samples.

In addition, a new feature, called Relative Motion Distance (RMD) is proposed to efficiently capture correlation statistics.

It provides important information for the design and optimization of SNM and can capture correlation effects of doping fluctuations inside the same semiconductor device and between more devices.

The model is designed to capture correlations among random components influencing these decisions.

These layers are able to capture correlations between features captured in distant parts of the face images, e.g., the position and shape of eyes and the position and shape of mouths.

However, while multi class learning using output codes provides a simple and powerful framework it cannot capture correlations between the different classes since it breaks a multi class problem into multiple independent binary problems [43].

Along the same lines, the VAR model can also capture correlations between variables, locations, and time (e.g., temperature at one location may be correlated with time-lagged solar radiation at another location).

Compared to cross-sectional studies, longitudinal studies are able to include multiple measurement points and not only capture correlations but potentially also inform about causal linkages between different aspects of ECEC and child development.