Gradient boosting with piece-wise linear regression trees
Gradient Boosted Decision Trees (GBDT) is a very successful ensemble learning algorithm widely used across a variety of applications. Recently, several variants of GBDT training algorithms and implementations have been designed and heavily optimized in some very popular open sourced toolkits includi...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2019
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/8675 https://ink.library.smu.edu.sg/context/sis_research/article/9678/viewcontent/IJCAI19_full_GBDT.pdf |
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| Institution: | Singapore Management University |
| Language: | English |