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Formal Hypothesis Tests for Additive Structure in Random Forests
While statistical learning methods have proved powerful tools for predictive modeling, the black-box nature of the models they produce can severely limit their interpretability and the ability to conduct formal inference. However, the natural structure of ensemble learners like bagged trees and rand...
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| Publicado no: | J Comput Graph Stat |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6428414/ https://ncbi.nlm.nih.gov/pubmed/30906174 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2016.1256817 |
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