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Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data.
He Zhao
Xiaojun Chen
Thanh-Tung Nguyen
Joshua Zhexue Huang
Graham J. Williams
Hui Chen
Published in:
PAISI (2016)
Keyphrases
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random forests
imbalanced data
ensemble methods
decision trees
sampling methods
support vector machine
learning algorithm
machine learning methods
pairwise
training samples
semi supervised learning
optimization method
random forest
ensemble learning
data streams
similarity measure
machine learning