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Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity.
Sergio González
Francisco Herrera
Salvador García
Published in:
New Gener. Comput. (2015)
Keyphrases
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random forest
ensemble pruning
ensemble methods
base classifiers
random forests
decision trees
feature set
multi label
multi label learning
pruning method
multi class
ensemble learning
pruning algorithms
prediction accuracy
benchmark datasets
cross validation
data partitioning
pruning algorithm