Llwytho...
Learning interactions via hierarchical group-lasso regularization
We introduce a method for learning pairwise interactions in a linear regression or logistic regression model in a manner that satisfies strong hierarchy: whenever an interaction is estimated to be nonzero, both its associated main effects are also included in the model. We motivate our approach by m...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | J Comput Graph Stat |
|---|---|
| Prif Awduron: | , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
2015
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4706754/ https://ncbi.nlm.nih.gov/pubmed/26759522 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2014.938812 |
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