A review of dimension reduction techniques for classification on high-dimensional data

With the technological advancements, vast amounts of data are generated in various domains, leading to massive growth in data sizes, dimensions and complexity. Big data, often associated with high dimensionality, poses significant challenges to the classification process. Certain technique such as d...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Hasan, Sharifah Nadia Syed, Jamil, Noor Wahida, Ahmat, Hasfazilah
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Accuracy Big Data Classification Dimensional analysis Empirical analysis Literature reviews Performance enhancement Reduction
Online-Zugang:	Volltext
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