Sentence examples for before the supervised analyses from inspiring English sources

Before the supervised analyses, we looked for the presence of potential confounding factors that may bias the results if they were unequally distributed within the two considered groups, that is, give a gene expression signature unrelated to the exposed/non-exposed conditions.

The supervised analyses performed on compendia are data-driven and currently still employing single genes as input features.

We next focused on four genes identified in the supervised analyses.

The supervised analyses were performed using SAM software version 3.0 [ 29, 30].

In this case, dimension reduction techniques can be used either during or before supervised analyses (e.g., Lasso or partial least-squares methods).

DHL conceived of the study design, supervised analyses, and edited the manuscript.

Taken together, these validations indicate that the 1881-sample set can be used for the types of supervised analyses made available through GOBO.

The results from supervised analyses were further validated on an independent test set.

Finally, results of both the unsupervised and supervised analyses will be compared to published classifications.

Since no clear discrimination between environmental and patient-derived strains was obtained with these unsupervised analyses attention was shifted towards the application of supervised analyses.

Big banks — those with more than $100 billion in assets — will have to carry out supervised analyses by the end of April of how much their capital would be depleted under the Treasury Department assumptions.