Zheng, S. Benchmarking: contexts and details matter.
An extreme example of such an approach would be to make the entire benchmark context-independent, by setting it equal to a national or regional expenditure average.
This is because the main point of our work is not in benchmarking different genomic context methods (as in Huynen et al., 2000), but in introduction and initial justification of general approach to pattern matching in binary vector space.
We also extend their study by (1) including additional experimental data for benchmarking, (2) testing multiple codes for multiple benchmarks, (3) evaluating both model accuracy and CPU efficiency, and (4) interpreting experimentally based benchmarking results in the context of natural lava flows.
The absence of national, network-based data in the NICU context impairs benchmarking activities and, thus, may limit surveillance systems' contribution to HAIs prevention.
Furthermore, at the supra-institutional level, our classification could be used for inter-hospital comparisons or even in the context of benchmarking systems to achieve greater transparency as regards the current situation and quality of care in the surgical management of breast cancer.
The proposed benchmark is context specific and can not be used by simple extrapolation.
Survival benchmarks provide context and perspective when interpreting and designing clinical trials.
Some assessments are performed specifically to determine allocation of research funds, whereas others are benchmarking exercises of the performance of local research in a global context.
Also, newly developed catalysts, enzymes, and cells have to be benchmarked in an industrial context to identify novel targets for catalyst improvement.
