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The behaviour of random forest permutation-based variable importance measures under predictor correlation.
Kristin K. Nicodemus
James D. Malley
Carolin Strobl
Andreas Ziegler
Published in:
BMC Bioinform. (2010)
Keyphrases
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random forest
random forests
decision trees
ensemble methods
feature set
fold cross validation
ensemble learning
multi label
feature importance
base classifiers
neural network
microarray
benchmark datasets
text mining
knn
image segmentation
decision tree learning algorithms