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It is important to notice that the previously mentioned works disregard the usage of features such as link adaptation and recovery and congestion control mechanisms.
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For both STIP and iDT features, it is clear to see that additional usage of textural features helps to improve the accuracy of certain action classes such as walking" and "jogging" by more than ≈ 20 40%.
Twitter's push to expand its appeal and bump up usage of existing features often sees the company tweak its layout or shuffle feature furniture around in A/B tests.
The usage of all features gave a higher performance in both sensitivity and specificity than any individual feature groups or their combinations.
Nevertheless, our proposed usage of textural features, particularly the BSIF-TOP, still surpasses the performance of the method with deep object features when iDT is the base feature.
As expected, the usage of random features harms performance.
In fact, the usage of network features significantly helps in tasks like astroturf detection [4].
These system level containers provide economy of space and enforce a consistent usage of common features.
During the last decade, some researches [7,15,24] have demonstrated the usage of HOS features for PQ monitoring.
However, the usage of these features in hitchhiking recommender system should be adjusted to specific countries.
The importance and usage of acoustic features for automatic emotion detection has been well-studied [34].
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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