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The system was optimized by eliminating unimportant features using a feature selection method (UTA method).
In addition, the DQC could be applied to noisy data to identify and eliminate unimportant features to produce better results.
Second, eyewitness are likely to encode and therefore to remember obvious, distinctive, and important features of events and less likely to remember detailed, non-distinctive, and unimportant features as obvious, distinctive, and important features are typically remembered better [2],[3].
The proposed approach simultaneously extracts a small number of rules from generated random forests and eliminates unimportant features.
Thus, using DMFS to eliminate univariately unimportant features at the outset has advantages; however, it can miss features whose effects are strict (second or higher order) interactions.
Homemade stencils depend on a sharp contrast between light and dark, so make as great a visual distinction as you can between important and unimportant features.
Similar(54)
The problem is that "Huh?" often seems like such an unimportant feature of language that it's not well documented, said Nick Enfield, a linguistic anthropologist who worked on the study.
This procedure may eliminate one small but unimportant feature.
Within many large companies, brilliant engineers are convinced to toil away at ultimately-unimportant features.
Until then, leisure had often been seen as a relatively unimportant, minor feature of society.
The LHNFCSF reduces the feature space effectively and enhances the performance of the classifier by removing unimportant, noisy, or redundant features.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com