This ability to capture local idiosyncrasies and to uncover informative label interactions are some of the strongest characteristics of ReliefF [18, 20, 33], and it has been recommended as useful when the task can take advantage of strong feature interactions [20.].
Thus, many commonly used markers would probably not uncover informative variation.
Using MADCE, we uncovered 30 highly informative segregating alleles, whereas a conventional approach would have yielded only 19 fully informative and six partially informative alleles.
Using MADCE, we uncovered 30 highly informative segregating alleles.
The opportunity presented through VPI is that equally useful and informative new behaviors may be uncovered despite the built-in asymmetry in the human-machine interaction.
Others are more specific or uncovered within a particular system, but still potentially informative about general mechanisms of aging.
Likewise, the results suggest that extensive, unbiased analysis of differential gene expression between summer and migratory butterflies using high-density microarrays of all 9484 unique sequences will be informative for uncovering the genes involved in migratory behaviors.
The availability of genomic profiles of drugs and patients are informative for uncovering the regulatory signaling networks of cancers and the mechanisms of action of drugs.
Of these techniques, the event-related potential (ERP) method has been most informative in uncovering the temporal dynamics of attentional processes in humans.
The defects observed in compound mutant mice were informative regarding the levels of hematopoiesis where STAT5 and Gab2 play non-redundant roles and the defects uncovered new functions for Gab2 that were not previously recognized.
Thus, the regulatory architecture uncovered in this study, which expands the scaling of cytokine production to antigen input, can be similarly exploited to make more informative measurements of antigen signaling.
