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BMCBI
2008
179views more  BMCBI 2008»
15 years 5 months ago
Building pathway clusters from Random Forests classification using class votes
Background: Recent years have seen the development of various pathway-based methods for the analysis of microarray gene expression data. These approaches have the potential to bri...
Herbert Pang, Hongyu Zhao
BMCBI
2008
74views more  BMCBI 2008»
15 years 5 months ago
Conditional variable importance for random forests
Carolin Strobl, Anne-Laure Boulesteix, Thomas Knei...
PRL
2010
86views more  PRL 2010»
15 years 3 months ago
Variable selection using random forests
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-...
KDD
2012
ACM
177views Data Mining» more  KDD 2012»
13 years 8 months ago
Random forests for metric learning with implicit pairwise position dependence
Caiming Xiong, David Johnson, Ran Xu, Jason J. Cor...