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Two of the authors (SKM and JB) then clustered and reworded the themes as necessary to meet a desired level of specificity, and any themes from the original list not ranked by any panel member were dropped from the list.
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These probabilities allow users to decide which variants to use in downstream analyses based on desired levels of specificity and sensitivity, where high specificity indicates a low false-positive rate, and high sensitivity indicates a low false-negative rate.
Depending on the case definition used and the desired levels of specificity, the model can yield low to moderate positive predictive values (up to 14.4% for the narrow case definition and 18.9% for the broader case definition, see table 3).
The rule-based setting in which neural networks are interpreted provides a convenient way of expressing knowledge in a transparent and modular manner and at a desired level of granularity (specificity).
Any desired level of sensitivity (or specificity) could be obtained by choosing an appropriate value of q, with a corresponding trade-off in specificity (or sensitivity).
The Bayes ensemble model is, thus, very powerful in giving a user the flexibility of adjusting the cut-off to reach a desired level of sensitivity and specificity as demonstrated in the results.
If the true shape of the ROC curve were known then q could be selected to obtain a desired level of sensitivity or specificity.
Users can enter an amino acid sequence in FASTA format, and specify the desired level of sensitivity or specificity for DNA-binding site prediction.
Users can enter an amino acid sequence in FASTA format; choose the type of prediction to be made for either DNA or RNA-binding residues; and specify the desired level of sensitivity or specificity for the prediction result.
For a qualitative test, the goal is to determine a sample size that will provide sufficient power to determine sensitivity and specificity to the desired level of confidence for the particular application.
Specify the desired level of quality.
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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