A framework for monitoring classifiers' performance: when and why failure occurs?

David A. Cieslak Nitesh V. Chawla

Published in: Knowl. Inf. Syst. (2009)

Keyphrases

main contribution
decision trees
machine learning
training data
real time
support vector
data sets
data mining
face recognition
machine learning algorithms
fusion scheme
object detectors
concept drift
theoretical framework
anomaly detection
text classification
supervised learning
pairwise
genetic algorithm