SMOTEBoost: Improving Prediction of the Minority Class in Boosting.

Nitesh V. Chawla Aleksandar Lazarevic Lawrence O. Hall Kevin W. Bowyer

Published in: PKDD (2003)

Keyphrases

minority class
prediction accuracy
class imbalance
class distribution
ensemble methods
imbalanced data
majority class
cost sensitive
ensemble classifier
ensemble learning
base learners
decision boundary
nearest neighbour
classification error
training dataset
classification trees
sampling methods
data distribution