Balancing Exploration and Exploitation: A novel active learner for imbalanced data.

Alaa Tharwat Wolfram Schenck

Published in: Knowl. Based Syst. (2020)

Keyphrases

imbalanced data
active learning
linear regression
class imbalance
ensemble methods
feature selection
class distribution
classification models
support vector machine
random forest
decision trees
learning to rank
learning tasks
unlabeled data
labeled data
probabilistic model
learning algorithm