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To a data scientist, "bias" has a particular technical meaning — it refers to the level of segmentation in a classification model.
A HMM approach which jointly modelled both the scene shots and the highlight level of segmentation is possible and would have yielded better performance.
If the number of changes present are known a priori by other means, or, if a certain level of segmentation can be afforded, λ can be tuned accordingly by 'trial and error,' or by cross-validation.
This adds complexity, requiring the marketer to apply an extra level of segmentation that is specific to activity in a particular channel.
We found that the hindbrain undergoes some level of segmentation, but expression of many but not all rhombomere-specific genes is reduced or abolished.
Even though the hindbrain undergoes at least some level of segmentation in kto embryos, boundary formation is severely defective as judged by the expression of specific marker genes.
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Depending on the geometric characteristic and complexity of anatomy and pathology, different levels of segmentation interval refinement and iterations of segmentation and centerline extraction are required.
As always, levels of segmentation should come with a giant asterisk, as the granularity will depend on volume.
This allows SimilarTech to offer different levels of segmentation – like by industry or by country, for example – which isn't currently available on other platforms.
Integration of physical maps and whole-genome sequence contigs allows the relationship to be established between the sequence-based contigs and the restriction fingerprint-based contigs, thereby reducing the levels of segmentation of the genome.
Based on our finding that coverage levels of segmentation genes in the two sequenced transcriptomes were roughly proportional to their expected expression levels (see above; Additional file 3D), we decided to globally compare maternal gene expression between E. balteatus and D. melanogaster.
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CEO of Professional Science Editing for Scientists @ prosciediting.com