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Analysis of Learning Influence of Training Data Selected by Distribution Consistency

This study suggests a method to select core data that will be helpful for machine learning. Specifically, we form a two-dimensional distribution based on the similarity of the training data and compose grids with fixed ratios on the distribution. In each grid, we select data based on the distributio...

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Detalles Bibliográficos
Autores principales: Hwang, Myunggwon, Jeong, Yuna, Sung, Won-Kyung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913647/
https://www.ncbi.nlm.nih.gov/pubmed/33557021
http://dx.doi.org/10.3390/s21041045