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Efficient nonparametric statistical inference on population feature importance using Shapley values
The true population-level importance of a variable in a prediction task provides useful knowledge about the underlying data-generating mechanism and can help in deciding which measurements to collect in subsequent experiments. Valid statistical inference on this importance is a key component in unde...
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| Publicado no: | Proc Mach Learn Res |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8057672/ https://ncbi.nlm.nih.gov/pubmed/33884372 |
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