Sentence examples for by some benchmark data from inspiring English sources

The proposed algorithm is evaluated by some benchmark data sets, including classification problems, a non-linear system identification problem, a time-series prediction problem, and a real world application for pM2.5 predictions.

Finally some benchmark data sets are applied to demonstrate the validity and efficiency of this method.

Finally, the IR-KELM performance is confirmed by the benchmark data, and the simulation results from the ALPVM application to track a low-bypass turbofan engine dynamic behavior in the flight envelope indicate the effectiveness and usefulness of the proposed approach.

The blink detection rate is evaluated using videos from varying scenarios, and the tracking accuracy is given by comparing with the benchmark data obtained using the Vicon motion capturing system.

Finally, the feasibility and effectiveness of the proposed MultiV-MHKS is demonstrated by the experimental results on benchmark data sets.

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.

We checked by re-analyzing some of the Blackshield and Higgins benchmark data (Table 2) in the context of this review.

Benchmarking of published B-cell epitope prediction methods [ 10, 44] typically employs performance measures that are only indirectly applicable to quantitative benchmark data by way of applying cutoff values (either explicitly set by investigators or implicitly determined by detection limits of laboratory assays) to dichotomize such data and thereby yield corresponding qualitative benchmark data.

We used the four gold standard datasets of DTIs reported as benchmark data by many studies [14, 17, 18, 23].

Experimentalists thus could greatly contribute to the further accumulation of informative benchmark data by generating dose-response data at or near half-maximal response levels, expressing antibody-mediated effects as apparent concentration-dependent changes in median effective doses of particular causative agents wherever possible.

The present eduction method is validated with benchmark data provided by NASA for plane wave propagation, and by synthesized numerical data for multimodal propagation.