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Moreover, decision tree algorithms are robust and scalable for large data and they can train a classification model in reasonable processing time.
Thawing of frozen food products without affecting quality attributes at reasonable processing time is a crucial step in developing industrial-scale processing equipment.
These results prove the outstanding ability of MartiTracks to reduce data complexity and to find common distribution patterns with large data sets within a reasonable processing time.
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The population-based approach is very scalable through parallelization and shows accurate results within reasonable processing times.
However, in order to perform algebraic operations with reasonable processing times, a conversion to so called Numpy Arrays was required.
Filter-aided sample preparations facilitated reasonable processing times and yielded a balanced representation of membrane proteins, but led to a high signal variation in quantification experiments.
In this first application of TRAMAH using the Maryland Trauma System, the "iterative switching" heuristic allowed us to obtain solutions within reasonable computer processing times.
Authors have investigated the applicability of their method on exceptionally large volume of data with high degree dimensions and have found that the proposed method results in enhanced analytical accuracy within a reasonable amount of processing time.
In addition, processing time was very reasonable within the automated application, and a quarter of data was able to be analyzed in seconds, with the most time consuming step being that of logistic regression model generation in each month analyzed.
PMIA as a fast heuristic can achieve reasonable performance in both influence spread and online processing time, but its response time varies significantly depending on graph size and influence probability parameters, and could take minutes or longer to complete.
The system reduced check processing time by 80percentt.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com