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Improving Classification Performance with Statistically Weighted Dimensions and Dimensionality Reduction

In image classification, various techniques have been developed to enhance the performance of principal component analysis (PCA) dimension reduction techniques with guiding weighting features to remove redundant and irrelevant features. This study proposes the statistically weighted dimension techni...

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Autori principali: Uraiwan Buatoom, Muhammad Usman Jamil
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2023-02-01
Serie:Applied Sciences
Soggetti:
statistically weighted dimension
feature weighting
dimension reduction
class character
collection-class
inter-class
Accesso online:https://www.mdpi.com/2076-3417/13/3/2005
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