Informative sampling for large unbalanced data sets.

Zhenyu Lu Anand I. Rughani Bruce I. Tranmer Josh C. Bongard

Published in: GECCO (Companion) (2008)

Keyphrases

minority class
unbalanced data sets
class imbalance
sample size
classification error
machine learning
random sampling
learning algorithm
active learning
random forests
sampling algorithm
sampling methods
cost sensitive learning