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In this subsection, we evaluated the performance of DRABAL over five challenging large HTS assay datasets.
CC does not deal directly with missing labels that characterize the multi-label HTS assay datasets we have.
A demo program has been developed to test and implement these algorithms using borehole assay datasets from a mine site in China.
Fivefold cross-validation is considered suitable for computing a non-biased score estimate [43] and we chose it due to the large number of interactions in our HTS assay datasets (as shown in Table 4).
Our recent work on neglected diseases has shown that we can learn from existing assay datasets.
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A set of BASs is expected to cover most of the active compounds in a given assay dataset.
Four virtual scaffolds, identified in a pyruvate kinase assay dataset, served as the basis for a dataset containing compounds possessing one of these virtual scaffolds as substructure.
This is the first time that the random walk-based method is evaluated using a binding assay dataset (cf. [3, 5]).
Given the interesting CREB binding patterns at bidirectional promoters, we looked specifically at the promoter activities of bidirectional promoters in our reporter assay dataset.
The exclusion criteria were as follows: (1) data from cultured cell lines or other in vitro assays; (2) datasets without the original gene expression level data files; and (3) those with redundant subdatasets.
All projects and screens are described with comprehensive assay protocols, and datasets are provided with complete descriptions of analysis techniques.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com