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With these new features, we were able to achieve better recall values while maintaining high precision.
Our objective was to improve the overall recall while maintaining high precision values, by better filtering out false positives from the results obtained with our machine learning method.
We improved the results we obtained for the CHEMDNER task by maintaining high precision values while improving the recall and F-measure.
We further improve on this approach by introducing the Semantic Label Propagation (SLP) method, which uses the similarity between low-dimensional representations of candidate training instances to again extend the (filtered) training set in order to increase recall while maintaining high precision.
This optimization allows CLARK- E to be extremely fast compared to CLARK/ KRAKEN (see Table 1), while maintaining high precision and sensitivity.
These results establish that average of the reference genes can be used to enable processing of variable RNA inputs while maintaining high precision and reproducibility.
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In contrast, multi-feature fusion algorithm always maintains high precision, which benefits from the feature fusion.
The integration significantly improves the recall and meanwhile maintains high precision.
Our system scores and maintains high precision for words with a wide range of frequencies.
Conventional parabolic trough systems have numerous limitations not least of which are the expensive mirror and support requirements required to maintain high precision in the optics.
The best utilization of isotope ratio monitoring techniques will require good working knowledge of chromatography, to maintain high precision analysis capability and best separations.
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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