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The traditional machine learning approaches require not only the training data but also test data to be under the same feature space and the same distribution.
However, time was measured as actual time and the same distribution was found for different types of words, suggesting that their observations are driven by the bursty update of webpages, a related but different effect.
The background model was generated by generating, individually for each of the 45 miRNAs, six groups of random sequences with equal length to miRNA seeds and the same distribution of miRNA seed occurrences in human coding sequences (Methods).
In HEK293T cells transfected with this plasmid the localization of CFP was unequivocally nuclear, with sub-localization to the nucleoli, and the same distribution was seen with CFP fused to full-length Sdf-1γ (pCFPSdf1γ−96−450) (Fig. 2C).
Many CXCL4+ mononuclear cells were detectable in the lesions, and the same distribution pattern was observed in CD68 staining (Fig. 3E and F).
Second, the approach means that the QTL have the same allele frequency spectrum as the markers, and the same distribution over the genome.
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We assume that all claims in Canada are independent and identically distributed, and follow the same distribution as claims in Nova Scotia, with the same mean and standard deviation.
In this manner, the comparable HYPs were the same size as the original HYP and contained the same distribution of frequently and infrequently modulated measurables.
Cytochrome c staining was also performed on cells infected with wild-type EPEC for 9 hours and showed the same distribution as in uninfected cells and cells infected for 12 hours (not shown).
In all these studies, although not explicitly stated, both the labeled and unlabeled data come from the same classes and have the same distribution.
Note that is also a Brownian motion and has the same distribution as W.
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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