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Generating new data points using singular value decomposition

This study presents an innovative solution to the challenge of generating new data points for small data sets. It introduces a Single Value Decomposition (SVD)-based model that draws inspiration from the ability of SVD to estimate a lower rank matrix. This approach seeks to overcome the limitations...

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Bibliographic Details
Main Author: Biyana, Tlhologello
Other Authors: Nyirenda, Juwa Chiza
Format: Thesis
Language:Eng
Published: Department of Statistical Sciences 2025
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