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As the assessment of model skill was based on a comparison of observations and model predictions (described below), the approach was explicitly reliant on observational data.
For example, protein localization predictions (described below) and comparative genome context analysis can be used to identify commonly occurring genomic loci that encode putative extracellular proteins along with putative outer membrane or lipoproteins.
The predictions, described below and outlined in Table 2, are designed to test 1) whether or not the region sets identified using hierarchical clustering show different functional properties and 2) whether or not the roles of the region sets map onto the model schematized in Figure 1.
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Our predictions and FISH results also confirmed that the expansion of the well-known C-type lysozyme family though gene duplication (described below and Fig. 5).
Two tests for rocks are described below!
Because we are primarily interested in predictions in D. melanogaster, we filter out such "predictions" as described below.
By combining z-scores as a measure of overrepresentation with the data on circadian expression of transcription factors and their target genes, we reduce the number of predictions as described below.
The five positive predictions are described below.
For these same "false-positive" citations, we measured the confidence of the classification model in its (mistaken) predictions, as described below.
When a region with multiply-mapped reads occurs on the margin of a region of missing coverage, the endpoint of the predicted deletion on that side is considered ambiguous, unless resolved by integrating this evidence with junction predictions as described below.
All eleven main groups of features used for prediction are described below: Seed Sequence match.
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CEO of Professional Science Editing for Scientists @ prosciediting.com