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Our characterization of each image is locked within the layers of a CNN, allowing us to discover more entangled attributes (aesthetic patterns and semantic information) and to better generalize the patterns that identify a trait.
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I will conclude by outlining future research directions that aim to generalize the patterns found here.
Squirrel monkeys consistently recognized and generalized the pattern AB nA at different levels, showing sensitivity to arbitrary-distance dependencies.
In test data and unknown genes data, we compute average and variant of measure F. The experiments showthat our approach has better generalized performance and practical prediction capacity.
On top of blinding certain words (e.g. protein names), stemming further generalizes the feature patterns.
ML can identify a pattern, but it won't be able to fully validate, critique and generalize the reality of that pattern.
Test 1 showed that our subjects effectively generalized the specific pattern beyond specific pitches or stimulus lengths.
However, we are far from being able to generalize the number of loci, or the pattern of epistasis between them, that underlies hybrid sterility.
In addition, our data represent clinical practice patterns for professionals nationwide, allowing us to generalize the results.
To reveal pattern at multiple levels, we must generalize the coding structure upon which the two-level map equation is based.
To generalize, the skills obtained in business school were better suited for employees in more general disciplines, such as marketing or general management.
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CEO of Professional Science Editing for Scientists @ prosciediting.com