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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...
Autores principales: | Hwang, Myunggwon, Jeong, Yuna, Sung, Won-Kyung |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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 |
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