Investigating Transfer Learners for Robustness to Domain Class Imbalance.

Karl R. Weiss Taghi M. Khoshgoftaar

Published in: ICMLA (2016)

Keyphrases

class imbalance
class distribution
active learning
transfer learning
cost sensitive
sampling methods
concept drift
learning process
imbalanced datasets
cost sensitive learning
learning environment
high dimensionality
text classification
principal component analysis
minority class
majority class
small disjuncts