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Re "Tests Detect Alzheimer's Risks, but Should Patients Be Told?" ("The Vanishing Mind" series, front page, Dec. 18): The decision to offer a test for Alzheimer's disease should be based on its accuracy and reliability, not on concerns about causing psychological harm by giving a grim diagnosis.
The results show HMM's big potential as an intelligent condition monitoring tool based on its accuracy, robustness, and forecasting ability.
Based on its accuracy, experts recommend using BG for diagnosis to early detect invasive mycoses, both in clinical research and daily management in high-risk hemato-oncological patients [ 14].
The final model is trained using the set of selected features, and its performance is assessed based on its accuracy in predicting the 53 testing cases of RA as well as the structure of 50 H3 loops from antibodies the structure of which has been deposited in the PDB database (www.rcsb.org) (Rose et al., 2013) after October 15 , 2012
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We tested three possible weighting schemes: a simple majority voting scheme, in which every classifier is given equal weight; a training accuracy-based method, in which every classifier is weighted based on its training accuracy; and an internal cross-validation-based voting, in which each classifier is weighted by that model's cross-validation accuracy on the original training data.
We also used TaxonDNA to assess the accuracy of species identification based on ITS and ITS2.
The RPS method is a promising technique based on its simplicity and accuracy.
Genomic selection for alfalfa yield is promising, based on its moderate prediction accuracy, moderate value of cross-population predictions, and lack of sub-population structure.
Our results indicate that genomic selection for alfalfa biomass yield is promising, based on its moderate prediction accuracy, moderate value of cross-population predictions, and lack of sub-population genetic structure.
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Density functional theory (DFT) with the B3LYP functional and SDD as the basis set was selected based on its combination of relative accuracy and speed.
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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