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Unsupervised analysis of the class signatures showed a separation into three groups corresponding to benign, malignant, and oncocytic thyroid tumors (Figure 1).
In brief, the two first PCs display a separation into three groups covering aromatic and halogenated compounds (group 1, consisting of binders and non-binders), fatty acids (group 2, non-binders), and perfluorinated compounds (group 3, binders and non-binders).
The cross-validated curves showed that the separation into three groups was biased, and the final stratification was therefore fitted into two groups, separating the highest quartile from the rest as shown in Figure 1B.
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Most recently BuzzFeed announced their emphasis on video content with the separation into two groups: BuzzFeed News and BuzzFeed Entertainment.
This separation into two groups implies a binary classification.
(A ) Separation into five groups of touches by successively removing touches with similar attributes.
The separation into two groups was intended to avoid a power imbalance and so promote open conversation.
The PCA loadings plot with the two first PCs caused separation into two groups: those that were dependent and those that were independent of process conditions during pretreatment.
We found the same separation into two groups as Moehler et al. (2011), although this previous study was limited to the Wadden Sea.
The multidimensional scaling plot for these data [Additional file 1: Supplemental Section 6.4] showed a pronounced separation into two groups of cases - but these groups only partly corresponded to the class labels.
For instance, the separation into four groups of Cdc48 paralogs originating from the Halobacteriales are resolved with regards to each other and well supported to the exclusion of other euryarchaeotes, but their position within the euryarchaeotes is uncertain.
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CEO of Professional Science Editing for Scientists @ prosciediting.com