Sentence examples for data preparation effort from inspiring English sources

The discrete Finite Element Method (FEM), for example, can be employed for this purpose, though FEM analysis may involve considerable data preparation effort and computing time.

While stratified sampling requires more effort for data preparation, it is appealing for its higher prediction accuracy in scenarios where the performance varies among different sub-groups of population or sampling regions.

Data conversions usually consume significant amount of computation time and require extra efforts in data preparation.

Boundary-type numerical methods reduce the computational dimensions of the original problem by one and thus simplify the efforts involved in data preparation and CPU time.

Additional research using both structured and unstructured data search technology is needed to assess the value of unstructured data and to compare the amount of efforts needed for data preparation.

Thus, data preparation is a large part of the effort required in running a loss model.

What is more, it can reduce the effort in terms of data preparation and provision, and, secondly, offer clear data structures, ontologies and semantics to facilitate data exchange between different domains and applications.

In particular, being based on open standards (e.g. on the CityGML standard by the Open Geospatial Consortium), virtual city models firstly reduce the effort in terms of data preparation and provision.

Manual data preparation required close to 13% of the effort.

The MADIMAH project has enabled efforts in standardisation of data preparation and analysis for studying migration in relation to the SES of the households and the health and wellbeing of migrants, especially in terms of mortality.

Manual data preparation and entry constitutes 13% of the curation effort in the FC dataset.