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Treating features individually, that is, as scalars, has the advantage of computational simplicity.
The assumption of treating features as independent of each other makes Naive Bayes highly efficient (Dai et al. 2007).
It is noteworthy that our fuzzy feature selection algorithm and classifier is capable of treating features of different types simultaneously.
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Merope says she wanted to treat features in a different way, otherwise longreads can get lost alongside shorter articles.
One potential drawback of these methods is that they treat features separately.
However, as the above works treat feature learning and hashing function learning as two separate stages, they also have the similar problem as the traditional learning hashing method.
Further, rather than looking at feature selection as a problem of finding inter-feature dependencies for reducing number of features, we treat each feature individually and arrive at features that would have the ability to contribute to classifiers performance improvement.
They proposed that the missing inversion effect resulted from the use of an alternative, non-holistic processing strategy in which the distances between facial features were treated as features in their own right.
This type of fusion has the drawback of treating heterogeneous features equally important.
Furthermore, miRNAs may represent prognostic markers for the characterisation of the severity of DS disabilities and may allow for antagoMir strategies in "treating" DS features in the future.
28 Our data indicate that negative symptoms are an equally important factor, and suggest that a greater emphasis on assessing and treating these features of schizophrenia may have significant health economic benefits.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com