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The relationship between the components of analytical accuracy, types of error and the metrics used to describe them is illustrated in Figure 3. Any validation should also consider robustness, which, in the context of a quantitative test, could be considered as a measure of precision.
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What precision, accuracy, type of data is needed?
Despite their high taxonomic accuracy, both types of data are difficult to extrapolate to landscape scales.
It detects with a reasonable accuracy three types of alterations that may deeply affect the global performance of the most widely used matching systems.
Recently, Horikawa and colleagues (2013) were able to use neuroimaging data gathered during sleep onset to predict with 60% accuracy the types of objects described in the corresponding mentation reports.
We were also interested in printed word identification accuracy on types of derived morphologically complex words versus matched control words presented in context and in isolation.
We also found that it was possible to predict, with 95% accuracy, which type of respiratory behaviour a soil would exhibit based on certain physical and chemical soil properties combined with the size and phenotypic structure of the microbial community.
By looking at a user's first 100 downloads, the team could predict with 80% accuracy what type of file the user would download next, Duch says.
However, the accuracy of certain types of ball tracking ballistic shots, for example—becomes easier on shorter sequences since there is less unpredictability.
The convergence test shows that the present method has a second-order accuracy for three types of boundary conditions.
The work was carried out in steps of increasing complexity checking accuracy using different types of comparisons to validate the different models.
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CEO of Professional Science Editing for Scientists @ prosciediting.com