Sentence examples for the prediction dataset from inspiring English sources

In the second step, the learning from this training dataset is applied to the prediction dataset and the classification is implemented.

LibSVM applies the SVMs to the training dataset and stores the values of (y_{i} alpha_{i} forall i,b,) label names, support vectors and other information such as kernel parameters in the trained model file for implementing forecasts on the prediction dataset.

However, one caveat to this approach is that more data is needed, since model selection will be based not only on the RMSE of the fitting dataset but also on the prediction dataset.

The number of deaths during the first 30 days following injury was 155 (6.2%), significantly less than the 7.9% mortality in the prediction dataset (P = 0.006).

8, 37 The choice of relative size of the prediction dataset and the validation dataset were done according to the recommendation by Steyerberg.

Supplementary Material S1 provides all the predicted secondary phenotype annotations together with additional information such as the high level phenotype, term name and frequency of occurrence in the prediction dataset.

Compounds included in the PCM dataset were not present in the target prediction dataset.

A PCA was performed for compounds contained in the PCM dataset, as well as for those annotated on P. falciparum and T. gondii in the target prediction dataset.

About 16% of the entire 14,607 promoters identified in the THP-1 cell line do not have annotation based on the Entrez gene prediction dataset in the 1 kb-downstream region [ 6].

We have shown the prediction capability of the models, as measured by the RMSE of prediction dataset (Table 1 and Table 3), to forecasts the next influenza season.

While the Ensembl gene prediction dataset is computationally derived at the genome level, VEGA's annotations are manually curated on more limited regions.