Sentence examples for benchmark algorithms and the from inspiring English sources

In the figure, the proposed algorithm, Algorithm 1, with the two SA criteria (SA1 and SA2), the benchmark algorithms and the upper bound are indicated as Proposed-SA1, Proposed-SA2, Benchmark 1, Benchmark 2 and Upper Bound, respectively.

They propose to use the datasets with good theoretical discrimination to benchmark algorithms and the rest to benchmark more powerful models.

We demonstrated our dataset's validity through experiments with gait-based age estimation benchmark algorithms and investigated the dependences of age estimation performance on gender and age group, in addition to the number of training subjects.

The average R real of the three benchmark algorithms and our algorithm as a function of the noise levels are presented in Fig. 6.

It can be observed that the proposed SEMBSBL outperforms benchmark algorithms and SEMBSBL is less sensitive to the choice of the parameter h than EBSBL-BO.

Considering the results altogether, it can be concluded that the proposed algorithm SA2 outperforms the benchmark algorithms and achieves near optimum performance in both spectral efficiency and fairness.

Therefore, in the following, we first analyze the SDR algorithm briefly as a benchmark algorithm and then present the PenFun algorithm in detail as an advanced algorithm.

Our algorithm is then compared against two traditional benchmark algorithms, namely the in-order algorithm and the Tomasulo algorithm.

The dataset is organized in four sections, but we focused our attention primarily on the section named S1 that was used to benchmark algorithms for the "Person Count and Density Estimation" PETS2009 contest.

The performance of CRanker has been compared with benchmark algorithms PeptideProphet and Percolator over a variety of PSM datasets.

The performance of the proposed algorithm will be evaluated and compared with the benchmark algorithms using spectral efficiency and fairness.