Sentence examples for use of additional data from inspiring English sources

In addition, we show that the use of additional data beyond that needed to minimally constrain the network not only improves the accuracy of the inferred network, but also may allow the detection of situations in which the initial assumptions of unravelling with respect to the network and the perturbations have been violated.

Ellis can see his customers making use of additional data to get answers to more specific usage questions that his current product can't answer.

With the use of additional data like harvest statistics and data on growth and the application of the LFM or GFM a methodological improvement is available.

Our conclusions would certainly benefit from the use of additional data on alternative splicing variants in humans and other species.

The layer structure of the format allows the use of additional data types without affecting the SBGN compliance.

Use of additional data sources such as claims data, where available, to identify diabetic status in this sample of patients may reduce the need for longer lookback periods.

However, without the use of additional information from secondary data sources it is not possible to confirm the identity of features.

Credibility intervals can be narrower using a Bayesian approach than confidence intervals obtained using a frequentist approach because of additional data provided by the priors [ 9].

This assessment can be used to guide the collection of additional data to reduce uncertainty.

The use of this adaptive approach provides an improvement in recognition accuracy of about 6 % with very minimal training data using less than 5 min of additional data from the solo dataset.

If only a very limited amount of labelled data is available the results based on random selection of labelled samples show high variability and the performance of the final classifier is more dependent on how reliable the labelled data samples are rather than use of additional unlabelled data.