Sentence examples for evaluated dataset from inspiring English sources

Moreover, by fine-tuning the parameters of the regression algorithm Bagging with REPTree, we achieved a MAE value inferior to 3.3 for the evaluated dataset.

Analysis of a prospective evaluated dataset in a surgical ICU of a university teaching hospital.

Note that the silhouette coefficient is an internal evaluation measure [30], which does not require an evaluated dataset, i.e. it does not require matching data instances to be known.

Based on the evaluated dataset, an AF of 100, as implied by the European guidance documents, is protective for more than 90%% of industrial chemicals to estimate Daphnia and fish toxicity.

Comparison of classification accuracies under a nested cross-validation evaluation shows that with an exception all four models perform similarly on the evaluated datasets.

As both of the evaluated datasets feature many turns in quick succession due to the suburban environment, this is not readily apparent from the performance numbers.

For better illustrating, the reason why this simple weighting is effective, we sample a few images from all evaluated datasets and visualize their activation map referenced in (4) and activation map after weighting which is shown in Fig. 5.

We used an off-line procedure presented by Zhang [34] to generate a reference Pareto front (PFref), since the true (optimal) Pareto front (PFtrue) is unknown to the evaluated datasets.

The results showed empirically that the Global topology was more promising than all other topologies in optimizing the PSO-ELM according to the root mean squared error (RMSE) on the validation set in most of the evaluated datasets.

The results from the two case studies demonstrate that AAELM achieve a smaller reconstruction error, shorter detection delay, lower spillover and a higher distinguishability compared to AAKR and PCA on the evaluated datasets.

Figure  2a shows the distribution of ORF lengths across different evaluated datasets (with outliers removed to show the distribution clearer).