Sentence examples for datasets specific from inspiring English sources

Second, analytical restrictions such as requirements for comparable pair of training and test datasets, specific analytic algorithm and parameters used in the initial study, etc., often preclude the opportunity of preclinical assessment of the signature.

Detailed descriptions of these datasets, specific to our analyses are below.

For tumor datasets specific filtering procedures have been adopted to extract the genetic variants from the Variant Calling Format (VCF) files (Supplementary Methods 1).

To create the bootstrapped datasets, specific rat data (plasma and microdialysate concentrations) were removed randomly from the datasets and replaced with randomly selected rat data from the complete original dataset.

The feature value is set to 1 for a candidate protein pair if it appears in an interaction sentence; otherwise, the value is 0. Most of the systems have been evaluated on different datasets, specific to a given work (Zhou and He, 2008).

It is assumed that these dataset specific effects are caused by the self-similarity and cluster structure inherent to these datasets.

The ρ2 measure continued to show that the orthogonal design/data is a better fit, however, this measure is dataset specific and so should not be the basis for comparison.

The contribution of the different datasets to the prediction of networks is given by dataset specific weights.

An additional vector w = (wKO,..,wKO, wKD,..,wKD, wTC,..,wTC, wMF,..,wMF) weights the data points with dataset specific weights (Table 1).

To examine the quality of our predictions in greater detail on a specific example, we compared prediction results for the Drosophila c-Jun N-terminal kinase (JNK) pathway to a recently published RNAi dataset specific for JNK pathway activations [48].

Hub genes of gene regulatory networks were observed to be highly dataset specific.