Exploiting tree-based variable importances to selectively identify relevant variables

Huynh-Thu, Vân Anh; Wehenkel, Louis; Geurts, Pierre

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Exploiting tree-based variable importances to selectively identify relevant variables

Huynh-Thu, Vân Anh; Wehenkel, Louis; Geurts, Pierre

2008 • Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery (FSDM 2008)

Peer reviewed

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https://hdl.handle.net/2268/25822

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Keywords :

machine learning; bioinformatics

Disciplines :

Computer science

Author, co-author :

Huynh-Thu, Vân Anh ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst. Montefiore) > Systèmes et modélisation

Wehenkel, Louis ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation

Geurts, Pierre ; Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation

Language :

English

Title :

Exploiting tree-based variable importances to selectively identify relevant variables

Publication date :

2008

Event name :

Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery (FSDM 2008)

Event date :

2008

Audience :

International

Peer reviewed :

Peer reviewed

Additional URL :

http://www.montefiore.ulg.ac.be/services/stochastic/pubs/2008/HWG08

Available on ORBi :

since 16 October 2009

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