Instance-dependent cost-sensitive learning: do we really need it?

Toon Vanderschueren Wouter Verbeke Bart Baesens Tim Verdonck

Published in: HICSS (2022)

Keyphrases

cost sensitive learning
cost sensitive
missing values
class imbalance
probability estimation
misclassification costs
rule extraction
active learning
class distribution
multi class
learning models
decision trees
semi supervised learning
data distribution
rough set theory