Sentence examples for as validation data from inspiring English sources

Spontaneous reports are one of the foundations of post-marketing pharmacovigilance and are widely used as validation data in ADR prediction, however these databases depend on reports being submitted, and further on the accuracy of those reports.

The results were compared to simulations and serve as validation data for the development of reaction mechanisms for these atypical reaction conditions.

These measurements are used to provide insight into the physics of stratified combustion and to serve as validation data for numerical models.

All groups (contents) functioned once as validation data.

The cross validation is thus repeated k times, with each of the k subsamples used exactly once as validation data.

In this study, 104 data points are used in the modeling, 30%% of which are used as validation data and the rest as training data.

Following the extraction of the modules, a module activity matrix is constructed for the training data as well as the validation data (Figure 1, Step 4).

Of these fourteen mutations, three were shared according to the original data as well as the validation data.

We also assessed the diagnostic characteristics of different cut-points based on the total score in the development as well as the validation data sets.

Thus, we randomly select about five million words from the NYT-1994 sectiof of English Gigaword Corpus as the training data, 500K words as the validation data for early stopping and 500K words as the test data for perplexity evaluation.

We analyzed predictions with ROC analysis, as above, with the non-native occurrences as independent validation data.