Sentence examples for using a benchmark set from inspiring English sources

To this end, the introduced algorithm is tested using a benchmark set.

Imperceptibility and robustness of the proposed algorithm are demonstrated using a benchmark set of monoscopic images and their corresponding per-pixel depth map images.

Furthermore, we present a detailed comparative analysis of the new algorithm's performance, using a benchmark set containing randomized and structured problems from various domains.

To select the schema, we used a benchmark set of MHC class II alleles other than HLA-DRB1*0101 (Table S2).

We determined the performance of the eight hit identification methods using the receiver operating characteristic (ROC) graph (Fawcett, 2006) and the positive and negative controls (including mock treatments) of the assays were used as a benchmark set.

Since the algorithm is highly dependent upon the number and uniqueness of Pfam domains to determine localization, the training set was used as a benchmark set to understand how well the algorithm would work in a best case scenario, since all the Pfam domains have already been seen in the training set.

It has been used before as a benchmark set by Busch et al. (2008), Chitsaz et al. (2009) and lately by Tafer et al. (2011), from which sequences were taken.

To the best of our knowledge, this is the first study where the KIBA dataset was used for the evaluation of drug target interaction predictions, and we believe that it should be used in future studies as a benchmark set, because of its heterogeneous and well-balanced nature.

Promzea was validated in silico using a benchmark data set: the Promzea pipeline showed a 22% increase in nucleotide sensitivity compared to the best standalone program tool, Weeder, with equivalent nucleotide specificity.

We investigated the impact of model complexity on model fit and the stability of the estimators using a benchmark data set of 4650 PFAM families in six high-quality, well-annotated metazoan genomes (provided in Additional file 1).

Moreover, the efficiency of the HHA is demonstrated via comparing with the lower bound of solutions and by using a standard benchmark set of test problems.