A weighted hybrid ensemble method for classifying imbalanced data.

Jiakun Zhao Ju Jin Si Chen Ruifeng Zhang Bilin Yu Qingfang Liu

Published in: Knowl. Based Syst. (2020)

Keyphrases

ensemble methods
imbalanced data
prediction accuracy
decision trees
benchmark datasets
random forests
random forest
machine learning methods
ensemble learning
base classifiers
generalization ability
ensemble classifier
base learners
learning algorithm
training set
knn