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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...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | Mach Learn |
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| Κύριος συγγραφέας: | |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
2014
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| Θέματα: | |
| Διαθέσιμο Online: | 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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