Optimizing Classifers for Imbalanced Training Sets.

Grigoris I. Karakoulas John Shawe-Taylor

Published in: NIPS (1998)

Keyphrases

training set
class distribution
minority class
training examples
active learning
data sets
supervised learning
class imbalance
artificial intelligence
imbalanced datasets
feature space
training samples
pairwise
classification accuracy
random selection
training data
learning algorithm