Sentence examples for data needs to be assessed from inspiring English sources

In this matter, it is perhaps best to understand our work as a regression model that describes the relationship observed between variables in a dataset the Virtual Embryo rather than as a machine-learning classifier whose expected performance on other data needs to be assessed in an unbiased way.

In order to use these data systems for epidemiologic and operations research and to ensure accurate reporting of statistics to government agencies and donors, the reliability and completeness of data systems in different settings needs to be assessed and reported.

The long-term decline in trial rates needs to be assessed using historical data about the procedural stages of case disposition.

To ensure accurate reporting and good quality for research, the reliability and completeness of data systems need to be assessed and reported.

In order to reliably collect international comparative environmental data this will need to be assessed in detail.

Repeat studies must be conducted to determine the reliability of the data, and more species need to be assessed.

The processes involved in quantifying the transcriptome (e.g., using the Tuxedo suite of software) may also be subject to data quality issues and need to be assessed accordingly.

This study shows that the impact of input data uncertainty on modelling results need to be assessed: whenever the models are applied under new conditions, local data should be used for both input and result comparison.

Data needs for the matrix often will be a combination of site-specific data, collected specifically for the systems-based analysis, and data from the literature, which always need to be assessed with respect to quality and appropriateness.

Surveillance data often include missing values that need to be assessed prior to any analysis.

These preliminary data on trigger factors for paediatric migraine need to be assessed using prospective methods, eventually using electronic diary systems, but studying trigger factors for paediatric migraine as a whole appears cumbersome and, to our knowledge, has not even done so far in adult studies.