Sentence examples for structures of the datasets from inspiring English sources

Then, a set of Gaussian mixture models are used to capture the underlying cluster structures of the datasets.

Taking into account the structures of the datasets, we can significantly improve GWA inference.

The unified structures of the datasets also aided discovering shared mechanisms between the studied pathogens.

The dendrogram shows the clustering hierarchy of the structures of the dataset.

The structure of the datasets and the data handling methods are described.

These use cases are made possible due to the uniform structure of the datasets (i.e. RDF) allowing seamless integration with other relevant datasets, which would otherwise require substantial work with XML data.

As the data catalog grows, it can be analyzed both in terms of usage and structure of the datasets, so refactoring can take place to gradually create reusable datasets.

A deeper analysis was made in an attempt to relate the underlying structure of the datasets with the performance of Clus-DTI.

Exploratory analyses were undertaken to explore the structure of the datasets: Firstly, Pearson correlations were calculated for the average values of the environmental variables at each meteorological station (Additional file 1 section S2, Table S1).

Predictions of the protein phosphorylation status in human cells were to be made during the challenge for dataset (B), which corresponded to a different set of stimuli and comprised only the gene expression and phosphorylation data for rat. Figure 1 illustrates the challenge setup and structure of the datasets.

The main feature of the methodology is that the information needed for the deprivation assessment is extracted directly from the relational structure of the dataset, avoiding any kind of scaling and not proper aggregation procedure, so as to respect the measurement level of the data.