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Diversity Forests: Using Split Sampling to Enable Innovative Complex Split Procedures in Random Forests
The diversity forest algorithm is an alternative candidate node split sampling scheme that makes innovative complex split procedures in random forests possible. While conventional univariable, binary splitting suffices for obtaining strong predictive performance, new complex split procedures can hel...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Springer Singapore
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8533673/ https://www.ncbi.nlm.nih.gov/pubmed/34723205 http://dx.doi.org/10.1007/s42979-021-00920-1 |