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As a result, the model identifies a small informative set of associations for which there is the most evidence.
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This can be overcome by constructing a smaller informative microsatellite marker database comprising markers located in potentially functional genic sequences with relatively high polymorphic potential.
The drawback of using small gene sets in designing classification systems is that the decision is based on a very small informative set thus raising questions on the reliability of the system.
Yet though there are fewer than 3m of them worldwide, "Poddies" are a small but informative minority.
In the preparation stage, RNA-Skim first partitions transcripts into clusters and uses bloom filters to discover all sig-mers for each transcript cluster, from which a small yet informative subset of sig-mers is selected to be used in the quantification stage.
Not surprisingly, the small, informative survey of 77 prints and drawings that the National Gallery has mounted on the centenary of Escher's birth (he died in 1972 at the age of 73) has been drawing large crowds, twice the average attendance for a show of this size.
A separate smaller informative leaflet on fibre was designed to provide 'take away' information to the patient.
This high probability caused the selection of a small number of informative genes and finally produced a near-optimal subset (a small subset of informative genes with high classification accuracy) for cancer classification.
A novel informative feature samples extraction model is proposed to approximate massive original samples (OSs) by using a small number of informative feature samples (IFSs).
We overcame this constraint in two ways; we increased the number of samples by integrating independently generated microarrays that had been designed with the same biological objectives, and reduced the number of genes involved in the classification by selecting a small set of informative genes.
In this case, there are only a small number of informative samples to be selected, and the random method has a small chance of selecting them.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com