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Scalable Look-Ahead Linear Regression Trees
David Vogel
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The motivation behind Look-ahead Linear Regression Trees (LLRT) is that out of all the methods proposed to date, there has been no scalable approach to exhaustively evaluate all possible models in the leaf nodes in order to obtain an optimal split. Using several optimizations, LLRT is able to genera ...
Leto: 2007 Vir: videolectures.net
KDD-09 Opening Session and Awards Presentations
Françoise Fogelman Soulié , Peter A. Flach , Wei Wang , Jure Leskovec , Bamshad Mobasher , Gabor Melli , David Vogel , Robert Grossman , Mohammed J. Zaki
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Leto: 2009 Vir: videolectures.net
Št. zadetkov: 2
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