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We can evaluate how accurate predictive models are before unleashing them to make real-world decisions.
Comparison of the target results and actual results are used to evaluate how accurate the classification is performed.
Over the next year, the company plans to use data from human genomes sequenced with its new machines to develop the statistics needed to evaluate how accurate the data are.
1 4 Although it takes many years of follow-up to evaluate how accurate the recommended risk equations (SCORE, PCE and QRISK) are calibrated, their ability to rank-order people by predicted risk and ensuring statin therapy to those at highest risk can be evaluated and compared in contemporary patients with a first CVD event.
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An objective function evaluates how accurate each solution is for the problem.
The gene mention task (Wilbur et al., 2007) evaluated how accurate a computer program can automatically tag gene names in sentences extracted from MEDLINE abstracts.
So for six years now I've been in the business of evaluating just how accurate the experts' preseason rankings are by running an accuracy challenge and uncovering hidden gems or reaffirming obvious top sites.
Furthermore, by evaluating how each simulation parameter affects the accuracy of each model, the simulation models may be improved accordingly to provide more accurate results.
For the other rapid tests evaluated, there are too few studies to know how accurate they are.
However, for fault analysis applications, one is primarily interested in how accurate can be the analysis performed on compressed signals, instead of evaluating mean-squared error figures.
How accurate the program really is has yet to be demonstrated; its success will be evaluated after six months.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com