Weighted Ensembles for Active Learning with Adaptivity.

Konstantinos D. Polyzos Qin Lu Georgios B. Giannakis

Published in: CoRR (2022)

Keyphrases

active learning
semi supervised
learning strategies
ensemble methods
decision trees
machine learning
random sampling
learning algorithm

selective sampling
reinforcement learning
experimental design
weighted sum
training set
order statistics
supervised learning
labeled data

class imbalance
cost sensitive
generalization error
sample selection
data sets
ensemble members
ensemble learning

transfer learning
training examples
unlabeled data
multi class
support vector machine
learning process
e learning