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The classifiers were then presented with execution data to classify as the test set; no execution task data were used during training.
The objective of this study was to assess the use of functional data to classify variants according to pathogenicity.
Descriptive and predictive discriminant analyses were performed using brain regional metabolic data to classify according to phenotype and genotype.
Rather than using existing data to classify an individual or predict some aspect of a dataset these models actually generate new content.
In this study, we investigated the usefulness of such data to classify grassland habitats in a nature reserve area in northeastern Germany.
The system consists of a customized harness outfitted with wearable Inertial Measurement Units (IMUs) and a base station for processing IMU data to classify canine postures.
This study uses core data and 3D seismic reflection data to classify two major types of MTDs, 1) long-runout MTDs, which are radial in plan view and mounded, and 2) short-runout MTDs, which are elongate and weakly layered.
A Verizon service called Relevant Mobile Advertising, for instance, combines details obtained from information resellers like Acxiom and Experian with the wireless carrier's own data to classify its mobile subscribers by gender, income, interests or other criteria; the company allows its subscribers to opt out of receiving ads customized through this program.
Severson et al. also used their approach to analyse data from just the first five cycles of experimental data to classify batteries as either having a short or a long lifetime (that is, cycle lives of fewer than or more than 550 cycles, respectively).
How to use these data to classify olive oils?
An improved scattering model was deduced using real data to classify scattering coefficient values via turbidity.
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CEO of Professional Science Editing for Scientists @ prosciediting.com