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In 76% of the cases, accuracy was higher with signature expansion than with the use of single-date images (Table 2 and Figure 3).
In both cases, accuracy was 85.4% and effectiveness was >80%, which means that both methods can be used to determine high-risk cervical intraepithelial neoplasia.
At the highest marker density, both IBD-GS and IBS-GS were clearly more accurate than pedigree-based EBV, and in some cases, accuracy was greater by more than 20%.
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In these use cases, accuracy is important to a deliver competitive experience, but arguably speed is even more important to Facebook.
In this case, accuracies were comparable to the ones obtained within all F2s, with a pp-fold scheme, and using a similar population size.
Similarly, the record reviews were incomplete in some cases and accuracy was assumed in all cases once the relevant staff in the organization confirmed it.
In all cases, prediction accuracy was compared to the 'no information' algorithm result that places all subjects in the majority class (i.e. for adipose tissue gene expression data = 51%; for Golub cancer data = 65%), where a value above the 'no information' result was considered an improvement in prediction accuracy.
In all three cases the accuracy was considerably higher than the precision.
In these cases, the accuracy was only 15% with needle biopsy (Ozdamar et al, 1996).
In fact, in up to 20% of the cases, prediction accuracy was reduced.
Acute myocardial infarction was diagnosed in 17% of cases and accuracy was ascertained using AUC (area under the receiver operating characteristic curve).
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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