Sentence examples for datasets consider from inspiring English sources

While in many cases, there is not a standardized set of assembly and gene annotation tools as well as pipeline workflows for novel genome assemblies and annotations available, we recommend that creators of microbial genome datasets consider the following strategies to ensure high quality, reproducible analysis.

We explore the complementarity of datasets considering the pathogen in its host, the host and human cases in the context of Puumala orthohantavirus infection in Germany.

These datasets, considered representative of state-of-the-art for isotherm experiments, had been previously analyzed using trial-and-error, linearization, or non-linear regression methods.

These model variants were extensively tested under unsteady and steady flow conditions using the numerical experiments, and USGS laboratory and real-world river application datasets considering the popular MIKE11-AD model as the benchmark.

Experiments were conducted on three image datasets, considering different visual descriptors (shape, color, and texture descriptors).

The standard datasets considered are partitioned using the tenfold cross-validation procedure [67].

Tenfold cross-validation is performed in all the six datasets considered for evaluation.

As mentioned above, the CSWL is one of the datasets considered for the purposes of this research in Spain.

It should be noted that the evaluation datasets considered in [45, 48, 50] are private datasets comprising 11, 70, and 90 signals, respectively.

These analyses let us conclude that SVM and GP perform on par for the modeling of the three datasets considered in this study.

We focused on Hamming distance and Jaccard distance to compute within-in class dissimilarity, with each providing a natural interpretation for the datasets considered.