Learning from imbalanced data sets with boosting and data generation: the DataBoost-IM approach.

Hongyu Guo Herna L. Viktor

Published in: SIGKDD Explor. (2004)

Keyphrases

imbalanced data sets
data generation
learning algorithm
learning process
active learning
prior knowledge
data sets
feature selection
machine learning
reinforcement learning
unsupervised learning
imbalanced data
support vector
anomaly detection
concept learning
roc curve
learning scheme