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The analysis of DEU profiles across the three libraries indicated that the DEUs were roughly clustered into three main groups (Fig. 1b).
Words are roughly clustered according to their frequencies in this method, with training speed increasing but performance degraded.
First, the initial dataset of sound samples is roughly clustered using the k-means algorithm with the k-means++ seeding procedure in order to find the cluster best representative of the structure.
For this, we roughly clustered the z-coordinate values into "swing" and "stance" bins by fitting a Gaussian mixture model to the distribution of z-values using the k-means algorithm (Fig. 8B).
D. pulex copia elements were roughly clustered into two subgroups.
These genes were roughly clustered into two major clades.
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The FZD (IUPHAR nomenclature) family roughly clusters into four distinct families based on sequence identity (modified from Verkaar and Zaman, 2010 ): (I) FZD 1, 2, and 7; (II) Frizzled-5 and Frizzled-8; (III) Frizzled-3 and Frizzled-6; (IV) Frizzled-4, Frizzled-9, and Frizzled-10.
Fig. 2 Main steps of our proposed method given a dataset of samples: 1 roughly cluster in order to swiftly make groups of similar sound samples. 2 Find the major cluster i.e. the cluster best representative of the tested structure.
As is generally seen in similar comparisons, gene segments roughly cluster by the sampling date.
ITEN, Kenya — As Wilson Kipsang crossed the London Marathon finish line on April 22, the roughly 200 people clustered in a ramshackle theater here responded with only lackluster applause.
For the fast processing, the video is first roughly segmented and clustered to be a skimmed video, and then the keyframes with good quality and representativeness are selected.
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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