Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements.

Mahesh V. Joshi Vipin Kumar Ramesh C. Agarwal

Published in: ICDM (2001)

Keyphrases

boosting algorithms
rare classes
rare class
multi class
loss function
generalization error
data sets
binary classification
weak classifiers
pairwise
learning algorithm
active learning
prediction accuracy
base classifiers
high dimensional
class distribution
machine learning