Roulette Sampling for Cost-Sensitive Learning.

Victor S. Sheng Charles X. Ling

Published in: ECML (2007)

Keyphrases

cost sensitive learning
cost sensitive
class imbalance
minority class
missing values
misclassification costs
probability estimation
sampling methods
random sampling
class distribution
active learning
decision trees
rule extraction
binary classification
multi class
training examples