Sentence examples for benchmark data sets for from inspiring English sources
Thankfully, sites like www.kaggle.com provide benchmark data sets for researchers to develop their models and compete for prizes removing the data set bottleneck and helping drive research.
To evaluate the performance of the new method, we applied it to learning some benchmark data sets for regression, and compared it with other three algorithms.
For supervised Relation Extraction, existing work often uses the ACE benchmark data sets for evaluation [26, 53, 81, 103, 104].
We also believe that there is a need to create guidelines and benchmark data sets for the test of new algorithms and data structures.
As the same benchmark data sets for each tumor problem are used to compare distinct models, the comparisons are unbiased and stable for this study.
Kulldorf et al. [ 5] also provide a large number of benchmark data sets for evaluation based on a random number of cases of a hypothetical disease.
These results combined with previously reported data provide a benchmark data set for evaluation and refinement of turbulent combustion models for lifted hydrogen jet flame predictions.
Finally, the non-redundant benchmark data set for training contained 368 positive sites from 130 unique substrates (Supplementary Table S1).
In addition, this study offers a reliable benchmark data set for the comparison of competing exon expression measures, the selection of methods suitable for mapping exon array measures to the wealth of previously generated microarray data, as well as the development of more advanced methods for exon- and transcript-level expression summarization.
Next, we applied various distance measures to a set of 27 mitochondrial genomes from different primates that were previously used by [ 46] as a benchmark data set for alignment-free approaches.
In our work here we introduce the dye mixture platform as a new benchmark data set for hyperspectral biomedical image processing and show our algorithm's improvement over the standard LASSO.
