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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7887408/ https://www.ncbi.nlm.nih.gov/pubmed/33644472 http://dx.doi.org/10.1016/j.heliyon.2021.e06199 |