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Evaluating parameters for ligand-based modeling with random forest on sparse data sets.
Alexander Kensert
Jonathan Alvarsson
Ulf Norinder
Ola Spjuth
Published in:
J. Cheminformatics (2018)
Keyphrases
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random forest
data sets
random forests
decision trees
high dimensional
ensemble methods
multi label
feature set
training set
fold cross validation
rotation forest
computer vision
genetic algorithm
feature importance
neural network
test data
face images
base classifiers
data streams
ensemble classifier