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pyDRMetrics - A Python toolkit for dimensionality reduction quality assessment
High-dimensional data are pervasive in this bigdata era. To avoid the curse of the dimensionality problem, various dimensionality reduction (DR) algorithms have been proposed. To facilitate systematic DR quality comparison and assessment, this paper reviews related metrics and develops an open-sourc...
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| Yayımlandı: | Heliyon |
|---|---|
| Asıl Yazarlar: | , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Elsevier
2021
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7887408/ https://ncbi.nlm.nih.gov/pubmed/33644472 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.heliyon.2021.e06199 |
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