Sentence examples for by subsets based on from inspiring English sources

The resulting network objects sets were divided by subsets based on the molecular function (receptors, ligands, etc).. Data of different origin can be connected on the same networks.

T lymphocyte subsets were analyzed by first identifying and gating the whole lymphocyte population according to light scatter properties (FSC and SSC), followed by gating T cell subsets based on the expression of the surface markers CD3 and CD8, as well as the intracellular expression of IL-2, IFNγ, TNFα, MIP-1β and CD107a compared to negative controls.

In geological engineering, discontinuities are typically analyzed by grouping (clustering) them into subsets based on similar orientations, and then characterizing each set in terms of position, spacing, persistence, roughness and other parameters.

A more general probabilistic model called the Maximal Dependence Decomposition (MDD) model, which is a decision tree method, captures potential strong dependencies between signal positions (adjacent and non-adjacent) by dividing the dataset into subsets based on pairwise dependency between positions and modeling each subset separately.

A tree can be "learned" by splitting the source set into subsets based on an attribute value test.

Samples are very carefully separated into different groups, whether this is by case control status or even within subsets based on molecular or environmental descriptions.

We have demonstrated it by dividing the whole data set into subsets based on parameters of the geomagnetic field, solar activity, and solar eclipses.

Subsets were delimited by taxon, though not always at the same level (e.g. all chalcidoids were pooled in one subset, while the Ichneumonidae were split into six subsets based on their cluster positions in a preliminary BOLD NJ tree).

We estimated quantiles in SAS® (PROC RANK, PROC MEANS) by which pixels comprising the raster surface were partitioned into 5 equal-sized subsets based on pixel value.

By the GO classification scheme, the significantly differentially expressed genes were divided into subsets based on their functions.

E-value (E100m) filtered ASTRAL SCOP domain sequence subsets, based on PDB SEQRES records.