"Turning data into knowledge" (Brenner, 2002) is in fact the major bottleneck in genomics today, and a large-scale undergraduate project in sequence improvement and analysis results in new understandings and improved data sets that can benefit the research community as a whole (Boomer et al., 2002; Elwess and Latourelle, 2004; Drew and Triplett, 2008).
The team behind the study, led by Dr Peter Mayhew at York University, examined the earth's geological history and fossil records using improved data sets that looked at patterns of marine invertebrate biodiversity over the last 540m years.
Intravenous microdialysis might help to obtain improved data sets as it is already successfully done in small animals.
We anticipate that future work, based on improved data sets and potentially combining multiple experimental techniques, will enable the development of more complete models for complex RNA folding processes.
Alfaro et al. [ 22] improved the data set by adding Triodon macropterus (Triodontidae) and Pseudotriacanthus strigilifer (Triacanthidae), but a single species was used for the Triacanthodidae.
The migration process applied a 'data cleaning framework' to improve our data set quality through diagnosing, detecting, and correcting procedures.
The ability to attribute or impute genome variation to a particular disease has improved as the data set of genome sequences has increased (The 1000 Genomes Project Consortium 2012).
As can be seen, performance improves with the data set size, but doesn't change much with respect to the activation features dimension.
Inclusion of the 2009 data set improved the AFCS mapping by reducing the mapping uncertainty, and the RMSE and bias dropped to 23.49 and 1.13 Mg C ha−1.
