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Funded by the National Institutes of Health (NIH) and the Defense Advanced Research Projects Agency (DARPA), FARSIGHT identifies cells based upon a subset of examples initially labeled by a physician.
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In previous work, it has been shown how to solve such problems in such a way that each machine only looks at either a subset of training examples or a subset of features.
The hyper plane depends only on a subset of training examples, called Support Vectors (SVs).
Additionally, a subset of labeled examples is not required for each dataset.
Guide comes with an example dataset, which is a subset of the example dataset used in the "RNA-Seq Case Studies" chapter of limma user's guide [ 20] (this data originally comes from Pickrell et al. [ 21]).
The only part of the IHRA working examples that is not explicitly referenced relates to claims about the state of Israel being a racist endeavour (this is a subset of an example, not a standalone one).
In a subset of myocytes (example shown in Fig. 6B), TrpC3-YFP was completely excluded from the Z-line, and thus isolated from CaV1.2.
In this study we select a subset of four basic examples for comparison.
We can also choose to filter the fit statistic array and plot only a subset of the iterations for example, elements 8000-9000 as well as plot only positive statistic values (Cash is defined as a negative value of the likelihood).
FS techniques identify a subset of attributes, for example genes or proteins, which could be used to build a more successful model, compared to using the whole dataset.
The relations between ancestral markers can take several forms, such as adjacency or distance between pairs of markers, or contiguity/synteny of a subset of markers for example.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com