Enhancement of Random Forests Using Trees with Oblique Splits
This work presents an enhancement to the classification tree algorithm which forms the basis for Random Forests. Differently from the classical tree-based methods that focus on one variable at a time to separate the observations, the new algorithm performs the search for the best split in two-dimens...
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| Format: | Others |
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DigitalCommons@USU
2013
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| Online Access: | http://digitalcommons.usu.edu/etd/1508 http://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=2540&context=etd |