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The Effect of Splitting on Random Forests
The effect of a splitting rule on random forests (RF) is systematically studied for regression and classification problems. A class of weighted splitting rules, which includes as special cases CART weighted variance splitting and Gini index splitting, are studied in detail and shown to possess a uni...
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| Veröffentlicht in: | Mach Learn |
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| 1. Verfasser: | |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2014
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5599182/ https://ncbi.nlm.nih.gov/pubmed/28919667 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10994-014-5451-2 |
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