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Methods used to collect CVS data did not employ a stratified-random design to maximize precision and minimize bias.
This study aims at the definition of a temperature survey method, both accurate and cost-effective, able to quantify and maximize precision and accuracy of the temperature monitoring in indoor spaces, through an experimental temperature test carried out on a wine-aging room of an Italian wine farm.
Thus, focusing in the accuracy, ensuring that all entity extractors used have very high precision that would result in relationship graphs that are precise and useful, is more important than some missing nodes due to the decrease of the recall while attempting to maximize precision.
Different document similarity approaches have been investigated in the context of information retrieval, which defines similarity as a relevance or ranking function [1], [2], [3], [4] typically optimized to maximize precision and/or recall.
For the purpose of data collection, we defined the following four sets of species: Reduced set consisting of only 40 species was adopted to avoid eventual habituation of the respondents and thus maximize precision of the assessment.
We tried to maximize precision by using a piezoelectric pedometer.
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Given a lower bound on surface roughness, an optimal binocular stereo configuration can be determined which maximizes precision in depth estimation despite specular reflection.
Last limitation in using our proposed method comes from the fact that, because it is aimed at maximizing precision, it could lower the recall as an indirect result.
If we assume only one relevant object (either sound or tag) exists in the database (denoted by ) and the retrieval system returns only the top result for a given query, it should be clear that the probability of simultaneously maximizing precision and recall reduces to the probability of retrieving the relevant document.
The method aimed at minimizing manual sample manipulations and possible sample losses through off-line cleanup, thus maximizing precision.
As an additional sensitivity analysis, we did a network meta-analysis computing hazard ratios with a Poisson regression model and random effects method, as such analyses explicitly exploit differences in follow-up between studies, thus maximizing precision and validity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com