Sentence examples for benchmark datasets from the from inspiring English sources

The paper reports results based on real benchmark datasets from the literature.

The performance of the proposed algorithm is evaluated through several benchmark datasets from the well-known UCI Machine Learning Repository.

We provide a set of experimental results using a set of benchmark datasets from the UCI Machine Learning Repository, as well as two real multiclass Computer Vision problems.

We experiment with the benchmark datasets from the WMT Metrics shared task, on which we obtain the best results published so far, with the basic network configuration.

The comparison of the HW/SW EFTI implementation with the pure software implementation suggests that the proposed HW/SW architecture offers substantial DT induction time speedups for the selected benchmark datasets from the standard UCI machine learning repository database.

Through a numerical experiment using benchmark datasets from the UCI machine-learning repository, we confirm that (i) the suggested node partition method is efficient compared to a random partition method, and (ii) the classification performance of HMC-LAD isuperioror to existing multi-class LAD algorithms and other supervised learning approaches.

The performance of the proposed approaches is evaluated on 18 standard benchmark datasets from UCI repository and compared with three well-known wrapper feature selection methods in the literature.

We evaluated the performance of MHC2SKpan on three benchmark datasets from several aspects: Leave-one-allele-out (LOO), 5-fold cross validation as well as independent data testing.

Experimental results on various benchmark datasets from different perspectives demonstrated that MHC2SKpan achieved comparable performance with the leading predictor, NetMHCIIpan-2.0, and outperformed three well known pan-specific methods, NetMHCIIpan-1.0, TEPITOPEpan and MultiRTA, being statistically significant.

To unravel the benefits of using BIS with GRISOTTO we focus on discovering motifs in 156 benchmark datasets from ChIP-chip data from yeast.

Nevertheless, any available data on the median effective dose could be embedded within the existing data field for assay comments, so as to facilitate future assembly of benchmark datasets from such maximally informative data.