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IMMIGRATE: A Margin-Based Feature Selection Method with Interaction Terms
Traditional hypothesis-margin researches focus on obtaining large margins and feature selection. In this work, we show that the robustness of margins is also critical and can be measured using entropy. In addition, our approach provides clear mathematical formulations and explanations to uncover fea...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516747/ https://www.ncbi.nlm.nih.gov/pubmed/33286064 http://dx.doi.org/10.3390/e22030291 |